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Alexander Wong
Andy Wong
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- affiliation: University of Waterloo, Ontario, Canada
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2020 – today
- 2025
- [i222]Jarett Dewbury, Chi-En Amy Tai, Alexander Wong:
Cancer-Net PCa-Seg: Benchmarking Deep Learning Models for Prostate Cancer Segmentation Using Synthetic Correlated Diffusion Imaging. CoRR abs/2501.09185 (2025) - [i221]Jingyang Lin, Andy Wong, Tian Xia, Shenghua He, Hui Wei, Mei Han, Jiebo Luo:
Facilitating Long Context Understanding via Supervised Chain-of-Thought Reasoning. CoRR abs/2502.13127 (2025) - [i220]Chang Liu, Bavesh Balaji, Saad Hossain, C. Thomas, Kwei-Herng Lai, Raviteja Vemulapalli, Alexander Wong, Sirisha Rambhatla:
LangDA: Building Context-Awareness via Language for Domain Adaptive Semantic Segmentation. CoRR abs/2503.12780 (2025) - 2024
- [j150]Hossein Aboutalebi
, Mohammad Javad Shafiee
, Chi-En Amy Tai
, Alexander Wong
:
Knowing is Half the Battle: Enhancing Clean Data Accuracy of Adversarial Robust Deep Neural Networks via Dual-Model Bounded Divergence Gating. IEEE Access 12: 48174-48188 (2024) - [j149]Dayou Mao
, Yuhao Chen
, Yifan Wu, Maximilian Gilles
, Alexander Wong
:
Rethinking Resource Competition in Multi-Task Learning: From Shared Parameters to Shared Representation. IEEE Access 12: 128717-128728 (2024) - [j148]Alexander Wong, Yuhao Chen, Jan Seyler:
Introduction to the special issue on Innovative Applications of Artificial Intelligence (IAAI 2024). AI Mag. 45(4): 440-442 (2024) - [j147]Blake VanBerlo, Jesse Hoey, Alexander Wong:
A survey of the impact of self-supervised pretraining for diagnostic tasks in medical X-ray, CT, MRI, and ultrasound. BMC Medical Imaging 24(1): 79 (2024) - [j146]Dening Lu
, Shimon Schwartz
, Linlin Xu
, Mohammad Javad Shafiee
, Norman G. Vinson
, Krzysztof J. Czarnecki
, Alexander Wong:
Integrating deep transformer and temporal convolutional networks for SMEs revenue and employment growth prediction. Expert Syst. Appl. 252: 124129 (2024) - [j145]Andy Wong, Mehran Taghian Jazi, Tomoharu Takeuchi, Johannes Günther, Osmar Zaïane:
General value functions for fault detection in multivariate time series data. Frontiers Robotics AI 11 (2024) - [j144]Bo Zhang
, Anand Vasani, Ashutosh Sinha, Alireza Nilchi, Haitao Tong, Lakshmi P. Rao, Karapet Khanoyan, Hamid Hatamkhani, Xiaochen Yang, Xin Meng, Alexander Wong, Jun Kim, Ping Jing
, Yehui Sun, Ali Nazemi, Dean Liu
, Anthony Brewster, Jun Cao
, Afshin Momtaz:
A 112-Gb/s Serial Link Transceiver With Three-Tap FFE and 18-Tap DFE Receiver for up to 43-dB Insertion Loss Channel in 7-nm FinFET Technology. IEEE J. Solid State Circuits 59(1): 8-18 (2024) - [j143]Salman Khan, Alexander Wong, Bryan P. Tripp
:
Modeling the Role of Contour Integration in Visual Inference. Neural Comput. 36(1): 33-74 (2024) - [j142]Parthipan Siva, Alexander Wong, Patricia Hewston, George Ioannidis, Jonathan Adachi
, Alexander Rabinovich, Andrea Lee, Alexandra Papaioannou:
Automatic Radar-Based Step Length Measurement in the Home for Older Adults Living with Frailty. Sensors 24(4): 1056 (2024) - [j141]E. Zhixuan Zeng
, Ashkan Ebadi
, Adrian Florea, Alexander Wong:
COVID-Net L2C-ULTRA: An Explainable Linear-Convex Ultrasound Augmentation Learning Framework to Improve COVID-19 Assessment and Monitoring. Sensors 24(5): 1664 (2024) - [j140]Maximilian Gilles
, Yuhao Chen
, E. Zhixuan Zeng
, Yifan Wu
, Kai Furmans
, Alexander Wong
, Rania Rayyes
:
MetaGraspNetV2: All-in-One Dataset Enabling Fast and Reliable Robotic Bin Picking via Object Relationship Reasoning and Dexterous Grasping. IEEE Trans Autom. Sci. Eng. 21(3): 2302-2320 (2024) - [c205]Qasim Ali, Yuhao Chen
, Alexander Wong:
RepViT-MedSAM: Efficient Segment Anything in the Medical Images. MedSAM@CVPR 2024: 195-205 - [c204]Aaryam Sharma, Chris Czarnecki, Yuhao Chen, Pengcheng Xi, Linlin Xu, Alexander Wong:
How Much You Ate? Food Portion Estimation on Spoons. CVPR Workshops 2024: 3761-3770 - [c203]Yaoxin Li, Deepak Sridhar, Hanwen Liang, Alexander Wong:
Spot the Difference! Temporal Coarse to Fine to Finer Difference Spotting for Action Recognition in Videos. ICME 2024: 1-6 - [c202]Neel Patel, Alexander Wong, Ashkan Ebadi:
Empowering Tuberculosis Screening with Explainable Self-Supervised Deep Neural Networks. ICMLA 2024: 794-797 - [c201]Vasyl Chomko, Yuhao Chen
, David A. Clausi
, Alexander Wong
:
Synthetic Local Data Augmentation. MMSP 2024: 1-6 - [d2]Brokoslaw Laschowski
, William J. McNally, Alexander Wong, John McPhee
:
ExoNet Database: Wearable Camera Images of Human Locomotion Environments. IEEE DataPort, 2024 - [i219]Parthipan Siva, Alexander Wong, Patricia Hewston, George Ioannidis, Jonathan Adachi, Alexander Rabinovich, Andrea Lee, Alexandra Papaioannou:
Step length measurement in the wild using FMCW radar. CoRR abs/2401.01868 (2024) - [i218]Chi-En Amy Tai, Saeejith Nair, Olivia Markham, Matthew Keller, Yifan Wu, Yuhao Chen, Alexander Wong:
NutritionVerse-Real: An Open Access Manually Collected 2D Food Scene Dataset for Dietary Intake Estimation. CoRR abs/2401.08598 (2024) - [i217]Dayou Mao, Yuhao Chen, Yifan Wu, Maximilian Gilles, Alexander Wong:
Robust Analysis of Multi-Task Learning on a Complex Vision System. CoRR abs/2402.03557 (2024) - [i216]Blake VanBerlo, Alexander Wong, Jesse Hoey, Robert Arntfield
:
Intra-video Positive Pairs in Self-Supervised Learning for Ultrasound. CoRR abs/2403.07715 (2024) - [i215]Bavesh Balaji, Jerrin Bright, Sirisha Rambhatla, Yuhao Chen, Alexander Wong, John S. Zelek, David A. Clausi:
Domain-Guided Masked Autoencoders for Unique Player Identification. CoRR abs/2403.11328 (2024) - [i214]Akil Pathiranage, Chris Czarnecki, Yuhao Chen, Pengcheng Xi, Linlin Xu, Alexander Wong:
In The Wild Ellipse Parameter Estimation for Circular Dining Plates and Bowls. CoRR abs/2405.07121 (2024) - [i213]Matthew Keller, Chi-En Amy Tai, Yuhao Chen, Pengcheng Xi, Alexander Wong:
NutritionVerse-Direct: Exploring Deep Neural Networks for Multitask Nutrition Prediction from Food Images. CoRR abs/2405.07814 (2024) - [i212]Chi-En Amy Tai, Alexander Wong:
Using Multiparametric MRI with Optimized Synthetic Correlated Diffusion Imaging to Enhance Breast Cancer Pathologic Complete Response Prediction. CoRR abs/2405.07854 (2024) - [i211]Chi-En Amy Tai, Alexander Wong:
Improving Breast Cancer Grade Prediction with Multiparametric MRI Created Using Optimized Synthetic Correlated Diffusion Imaging. CoRR abs/2405.07861 (2024) - [i210]Chi-En Amy Tai, Alexander Wong:
Enhancing Clinically Significant Prostate Cancer Prediction in T2-weighted Images through Transfer Learning from Breast Cancer. CoRR abs/2405.07869 (2024) - [i209]Chi-En Amy Tai, Alexander Wong:
Optimizing Synthetic Correlated Diffusion Imaging for Breast Cancer Tumour Delineation. CoRR abs/2405.08049 (2024) - [i208]Aaryam Sharma, Chris Czarnecki, Yuhao Chen, Pengcheng Xi, Linlin Xu, Alexander Wong:
How Much You Ate? Food Portion Estimation on Spoons. CoRR abs/2405.08717 (2024) - [i207]E. Zhixuan Zeng, Yuhao Chen, Alexander Wong:
Understanding the Limitations of Diffusion Concept Algebra Through Food. CoRR abs/2406.03582 (2024) - [i206]Neel Patel, Alexander Wong, Ashkan Ebadi:
Empowering Tuberculosis Screening with Explainable Self-Supervised Deep Neural Networks. CoRR abs/2406.13750 (2024) - [i205]Jiangpeng He, Yuhao Chen, Gautham Vinod, Talha Ibn Mahmud, Fengqing Zhu, Edward J. Delp, Alexander Wong, Pengcheng Xi, Ahmad AlMughrabi
, Umair Haroon, Ricardo Marques, Petia Radeva, Jiadong Tang, Dianyi Yang, Yu Gao, Zhaoxiang Liang, Yawei Jueluo, Chengyu Shi, Pengyu Wang:
MetaFood CVPR 2024 Challenge on Physically Informed 3D Food Reconstruction: Methods and Results. CoRR abs/2407.09285 (2024) - [i204]Hui Wei, Shenghua He, Tian Xia, Andy Wong, Jingyang Lin, Mei Han:
Systematic Evaluation of LLM-as-a-Judge in LLM Alignment Tasks: Explainable Metrics and Diverse Prompt Templates. CoRR abs/2408.13006 (2024) - [i203]Yuhao Chen, Jiangpeng He, Chris Czarnecki, Gautham Vinod, Talha Ibn Mahmud, Siddeshwar Raghavan, Jinge Ma, Dayou Mao, Saeejith Nair, Pengcheng Xi, Alexander Wong, Edward J. Delp, Fengqing Zhu:
MetaFood3D: Large 3D Food Object Dataset with Nutrition Values. CoRR abs/2409.01966 (2024) - [i202]E. Zhixuan Zeng, Yuhao Chen, Alexander Wong:
Decoding Diffusion: A Scalable Framework for Unsupervised Analysis of Latent Space Biases and Representations Using Natural Language Prompts. CoRR abs/2410.21314 (2024) - [i201]Benjamin Ng, Chi-En Amy Tai, E. Zhixuan Zeng, Alexander Wong:
Enhancing Trust in Clinically Significant Prostate Cancer Prediction with Multiple Magnetic Resonance Imaging Modalities. CoRR abs/2411.04662 (2024) - [i200]Chi-En Amy Tai, Oustan Ding, Alexander Wong:
Cancer-Net SCa-Synth: An Open Access Synthetically Generated 2D Skin Lesion Dataset for Skin Cancer Classification. CoRR abs/2411.05269 (2024) - 2023
- [j139]Maziar Gomrokchi
, Susan Amin
, Hossein Aboutalebi, Alexander Wong
, Doina Precup:
Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning. IEEE Access 11: 42796-42808 (2023) - [j138]Blake VanBerlo
, Brian Li
, Jesse Hoey, Alexander Wong
:
Self-Supervised Pretraining Improves Performance and Inference Efficiency in Multiple Lung Ultrasound Interpretation Tasks. IEEE Access 11: 135696-135707 (2023) - [j137]Ehsan Zare Bidaki
, Alexander Wong
, Paul Murphy
:
A Novel System for Ocular Surface Temperature Measurement and Tracking. IEEE Access 11: 140893-140899 (2023) - [j136]Karen Zita Haigh
, Alexander Wong, Yuhao Chen:
Introduction to the special issue on Innovative Applications of Artificial Intelligence (IAAI 2023). AI Mag. 44(4): 352-353 (2023) - [j135]Hayden Gunraj
, Paul Guerrier, Sheldon Fernandez, Alexander Wong:
SolderNet: Towards trustworthy visual inspection of solder joints in electronics manufacturing using explainable artificial intelligence. AI Mag. 44(4): 442-452 (2023) - [j134]Hajar Abedi
, Ahmad Ansariyan, Plinio P. Morita, Alexander Wong, Jennifer Boger
, George Shaker
:
AI-Powered Noncontact In-Home Gait Monitoring and Activity Recognition System Based on mm-Wave FMCW Radar and Cloud Computing. IEEE Internet Things J. 10(11): 9465-9481 (2023) - [j133]Hajar Abedi
, Jennifer Boger
, Plinio Pelegrini Morita
, Alexander Wong, George Shaker
:
Hallway Gait Monitoring System Using an In-Package Integrated Dielectric Lens Paired with a mm-Wave Radar. Sensors 23(1): 71 (2023) - [j132]Jessy Song
, Ashkan Ebadi
, Adrian Florea, Pengcheng Xi
, Stéphane Tremblay, Alexander Wong
:
COVID-Net USPro: An Explainable Few-Shot Deep Prototypical Network for COVID-19 Screening Using Point-of-Care Ultrasound. Sensors 23(5): 2621 (2023) - [j131]Kai Ma, Siyuan He, Grant Sinha, Ashkan Ebadi
, Adrian Florea, Stéphane Tremblay, Alexander Wong, Pengcheng Xi
:
Towards Building a Trustworthy Deep Learning Framework for Medical Image Analysis. Sensors 23(19): 8122 (2023) - [j130]Yuan Fang
, Yuxian Wang
, Linlin Xu
, Yujia Chen
, Alexander Wong, David A. Clausi
:
Unsupervised Bayesian Subpixel Mapping Autoencoder Network for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [c200]Hayden Gunraj, Paul Guerrier, Sheldon Fernandez, Alexander Wong:
SolderNet: Towards Trustworthy Visual Inspection of Solder Joints in Electronics Manufacturing Using Explainable Artificial Intelligence. AAAI 2023: 15668-15674 - [c199]Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong:
High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments. AAAI 2023: 15745-15751 - [c198]Yuhao Chen, Hayden Gunraj, E. Zhixuan Zeng, Robbie Meyer, Maximilian Gilles, Alexander Wong:
MMRNet: Improving Reliability for Multimodal Object Detection and Segmentation for Bin Picking via Multimodal Redundancy. CVPR Workshops 2023: 68-77 - [c197]Andrew Hryniowski, Alexander Wong:
Systematic Architectural Design of Scale Transformed Attention Condenser DNNs via Multi-Scale Class Representational Response Similarity Analysis. CVPR Workshops 2023: 2284-2292 - [c196]Alexander Wong, Yifan Wu, Saad Abbasi, Saeejith Nair, Yuhao Chen, Mohammad Javad Shafiee:
Fast GraspNeXt: A Fast Self-Attention Neural Network Architecture for Multi-task Learning in Computer Vision Tasks for Robotic Grasping on the Edge. CVPR Workshops 2023: 2293-2297 - [c195]Blake VanBerlo, Brian Li, Alexander Wong, Jesse Hoey, Robert Arntfield
:
Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound. CVPR Workshops 2023: 3077-3086 - [c194]Zepeng Liu, Zhicheng Yang, Mingye Zhu, Andy Wong, Yibing Wei, Mei Han, Jun Yu, Jui-Hsin Lai:
SAGE-NDVI: A Stereotype-Breaking Evaluation Metric for Remote Sensing Image Dehazing Using Satellite-to-Ground NDVI Knowledge. ICME Workshops 2023: 462-465 - [c193]Kevin Zhu, Alexander Wong, John McPhee:
VICE: View-Invariant Chess Estimation. icSPORTS 2023: 50-60 - [c192]Bo Zhang, Anand Vasani, Ashutosh Sinha, Alireza Nilchi, Haitao Tong, Lakshmi P. Rao
, Karapet Khanoyan, Hamid Hatamkhani, Xiaochen Yang, Xin Meng, Alexander Wong, Jun Kim, Ping Jing, Yehui Sun, Ali Nazemi, Dean Liu, Anthony Brewster, Jun Cao, Afshin Momtaz:
A 112Gb/s Serial Link Transceiver With 3-tap FFE and 18-tap DFE Receiver for up to 43dB Insertion Loss Channel in 7nm FinFET Technology. ISSCC 2023: 108-109 - [c191]Chi-En Amy Tai
, Matthew Keller
, Saeejith Nair
, Yuhao Chen
, Yifan Wu
, Olivia Markham
, Krish Parmar
, Pengcheng Xi
, Heather H. Keller
, Sharon Kirkpatrick
, Alexander Wong
:
NutritionVerse: Empirical Study of Various Dietary Intake Estimation Approaches. MADiMa@MM 2023: 11-19 - [c190]Chi-En Amy Tai
, Hayden Gunraj
, Nedim Hodzic, Nic Flanagan, Ali Sabri
, Alexander Wong
:
Enhancing Clinical Support for Breast Cancer with Deep Learning Models Using Synthetic Correlated Diffusion Imaging. AMAI@MICCAI 2023: 83-93 - [i199]Jessy Song, Ashkan Ebadi, Adrian Florea, Pengcheng Xi, Stéphane Tremblay, Alexander Wong:
COVID-Net USPro: An Open-Source Explainable Few-Shot Deep Prototypical Network to Monitor and Detect COVID-19 Infection from Point-of-Care Ultrasound Images. CoRR abs/2301.01679 (2023) - [i198]Brian Li, Steven Palayew, Francis Li, Saad Abbasi, Saeejith Nair
, Alexander Wong:
PCBDet: An Efficient Deep Neural Network Object Detection Architecture for Automatic PCB Component Detection on the Edge. CoRR abs/2301.09268 (2023) - [i197]Vignesh Sivan, Teodora Vujovic, Raj Ranabhat, Alexander Wong, Stewart McLachlin, Michael R. Hardisty:
Recurrence With Correlation Network for Medical Image Registration. CoRR abs/2302.02283 (2023) - [i196]Blake VanBerlo, Brian Li, Alexander Wong, Jesse Hoey, Robert Arntfield
:
Exploring the Utility of Self-Supervised Pretraining Strategies for the Detection of Absent Lung Sliding in M-Mode Lung Ultrasound. CoRR abs/2304.02724 (2023) - [i195]E. Zhixuan Zeng, Yuhao Chen
, Alexander Wong:
ShapeShift: Superquadric-based Object Pose Estimation for Robotic Grasping. CoRR abs/2304.04861 (2023) - [i194]Chi-En Amy Tai, Matthew Keller, Mattie Kerrigan, Yuhao Chen
, Saeejith Nair, Pengcheng Xi, Alexander Wong:
NutritionVerse-3D: A 3D Food Model Dataset for Nutritional Intake Estimation. CoRR abs/2304.05619 (2023) - [i193]Chi-En Amy Tai, Jason Li, Sriram Kumar, Saeejith Nair, Yuhao Chen
, Pengcheng Xi, Alexander Wong:
NutritionVerse-Thin: An Optimized Strategy for Enabling Improved Rendering of 3D Thin Food Models. CoRR abs/2304.05620 (2023) - [i192]Chi-En Amy Tai, Hayden Gunraj, Alexander Wong:
A Multi-Institutional Open-Source Benchmark Dataset for Breast Cancer Clinical Decision Support using Synthetic Correlated Diffusion Imaging Data. CoRR abs/2304.05623 (2023) - [i191]Chi-En Amy Tai, Hayden Gunraj, Alexander Wong:
Cancer-Net BCa-S: Breast Cancer Grade Prediction using Volumetric Deep Radiomic Features from Synthetic Correlated Diffusion Imaging. CoRR abs/2304.05899 (2023) - [i190]Alexander Wong, Yifan Wu, Saad Abbasi, Saeejith Nair, Yuhao Chen
, Mohammad Javad Shafiee:
Fast GraspNeXt: A Fast Self-Attention Neural Network Architecture for Multi-task Learning in Computer Vision Tasks for Robotic Grasping on the Edge. CoRR abs/2304.11196 (2023) - [i189]Hossein Aboutalebi, Dayou Mao, Carol Xu, Alexander Wong:
DeepfakeArt Challenge: A Benchmark Dataset for Generative AI Art Forgery and Data Poisoning Detection. CoRR abs/2306.01272 (2023) - [i188]Zepeng Liu, Zhicheng Yang, Mingye Zhu, Andy Wong, Yibing Wei, Mei Han, Jun Yu, Jui-Hsin Lai:
SAGE-NDVI: A Stereotype-Breaking Evaluation Metric for Remote Sensing Image Dehazing Using Satellite-to-Ground NDVI Knowledge. CoRR abs/2306.06288 (2023) - [i187]E. Zhixuan Zeng, Hayden Gunraj, Sheldon Fernandez, Alexander Wong:
Explaining Explainability: Towards Deeper Actionable Insights into Deep Learning through Second-order Explainability. CoRR abs/2306.08780 (2023) - [i186]Grant Sinha, Krish Parmar, Hilda Azimi, Chi-En Amy Tai, Yuhao Chen, Alexander Wong, Pengcheng Xi:
Transferring Knowledge for Food Image Segmentation using Transformers and Convolutions. CoRR abs/2306.09203 (2023) - [i185]Andrew Hryniowski, Alexander Wong:
Systematic Architectural Design of Scale Transformed Attention Condenser DNNs via Multi-Scale Class Representational Response Similarity Analysis. CoRR abs/2306.10128 (2023) - [i184]Marjan Shahi, David A. Clausi, Alexander Wong:
GoalieNet: A Multi-Stage Network for Joint Goalie, Equipment, and Net Pose Estimation in Ice Hockey. CoRR abs/2306.15853 (2023) - [i183]Alexander Wong, Saad Abbasi, Saeejith Nair:
TurboViT: Generating Fast Vision Transformers via Generative Architecture Search. CoRR abs/2308.11421 (2023) - [i182]Blake VanBerlo, Jesse Hoey, Alexander Wong:
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images. CoRR abs/2309.02555 (2023) - [i181]Blake VanBerlo, Brian Li, Jesse Hoey, Alexander Wong:
Self-Supervised Pretraining Improves Performance and Inference Efficiency in Multiple Lung Ultrasound Interpretation Tasks. CoRR abs/2309.02596 (2023) - [i180]Chi-En Amy Tai, Matthew Keller, Saeejith Nair, Yuhao Chen, Yifan Wu, Olivia Markham, Krish Parmar, Pengcheng Xi, Heather H. Keller, Sharon Kirkpatrick, Alexander Wong:
NutritionVerse: Empirical Study of Various Dietary Intake Estimation Approaches. CoRR abs/2309.07704 (2023) - [i179]Stone Yun, Alexander Wong:
GHN-QAT: Training Graph Hypernetworks to Predict Quantization-Robust Parameters of Unseen Limited Precision Neural Networks. CoRR abs/2309.13773 (2023) - [i178]Joey Kuang, Alexander Wong:
On Calibration of Modern Quantized Efficient Neural Networks. CoRR abs/2309.13866 (2023) - [i177]Saeejith Nair, Yuhao Chen, Mohammad Javad Shafiee, Alexander Wong:
NAS-NeRF: Generative Neural Architecture Search for Neural Radiance Fields. CoRR abs/2309.14293 (2023) - [i176]Hayden Gunraj, Chi-En Amy Tai, Alexander Wong:
Cancer-Net PCa-Data: An Open-Source Benchmark Dataset for Prostate Cancer Clinical Decision Support using Synthetic Correlated Diffusion Imaging Data. CoRR abs/2311.11647 (2023) - [i175]Chi-En Amy Tai, Elizabeth Janes, Chris Czarnecki
, Alexander Wong:
Double-Condensing Attention Condenser: Leveraging Attention in Deep Learning to Detect Skin Cancer from Skin Lesion Images. CoRR abs/2311.11656 (2023) - [i174]Yifan Wu, Hayden Gunraj, Chi-En Amy Tai, Alexander Wong:
COVIDx CXR-4: An Expanded Multi-Institutional Open-Source Benchmark Dataset for Chest X-ray Image-Based Computer-Aided COVID-19 Diagnostics. CoRR abs/2311.17677 (2023) - [i173]Aditya Sridhar, Chi-En Amy Tai, Hayden Gunraj, Yuhao Chen, Alexander Wong:
Cancer-Net PCa-Gen: Synthesis of Realistic Prostate Diffusion Weighted Imaging Data via Anatomic-Conditional Controlled Latent Diffusion. CoRR abs/2311.18612 (2023) - [i172]Olivia Markham, Yuhao Chen, Chi-En Amy Tai, Alexander Wong:
FoodFusion: A Latent Diffusion Model for Realistic Food Image Generation. CoRR abs/2312.03540 (2023) - [i171]Saeejith Nair, Mohammad Javad Shafiee, Alexander Wong:
DARLEI: Deep Accelerated Reinforcement Learning with Evolutionary Intelligence. CoRR abs/2312.05171 (2023) - [i170]Saeejith Nair, Chi-En Amy Tai, Yuhao Chen, Alexander Wong:
NutritionVerse-Synth: An Open Access Synthetically Generated 2D Food Scene Dataset for Dietary Intake Estimation. CoRR abs/2312.06192 (2023) - [i169]Audrey G. Chung, Francis Li, Jeremy Ward, Andrew Hryniowski, Alexander Wong:
DVQI: A Multi-task, Hardware-integrated Artificial Intelligence System for Automated Visual Inspection in Electronics Manufacturing. CoRR abs/2312.09232 (2023) - 2022
- [j129]James Ren Hou Lee, Maya Pavlova, Mahmoud Famouri, Alexander Wong:
Cancer-Net SCa: tailored deep neural network designs for detection of skin cancer from dermoscopy images. BMC Medical Imaging 22(1): 143 (2022) - [j128]Alexander Wong, James Ren Hou Lee, Hadi Rahmat-Khah, Ali Sabri, Amer Alaref, Haiyue Liu:
TB-Net: A Tailored, Self-Attention Deep Convolutional Neural Network Design for Detection of Tuberculosis Cases From Chest X-Ray Images. Frontiers Artif. Intell. 5: 827299 (2022) - [j127]Mohammad Amin Soltani-Sarvestani
, Zohreh Azimifar
, Alexander Wong:
Variable Centrality: A scenario based centrality calculation method. J. Comput. Sci. 62: 101681 (2022) - [j126]Yifan Wu
, Linlin Xu
, Yuhao Chen
, Alexander Wong
, David A. Clausi
:
TAL: Topography-Aware Multi-Resolution Fusion Learning for Enhanced Building Footprint Extraction. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j125]Yuan Fang
, Linlin Xu, Alexander Wong, David A. Clausi
:
Multi-Temporal Landsat-8 Images for Retrieval and Broad Scale Mapping of Soil Copper Concentration Using Empirical Models. Remote. Sens. 14(10): 2311 (2022) - [j124]Yuan Fang
, Linlin Xu
, Yuhao Chen
, Wei Zhou, Alexander Wong, David A. Clausi
:
A Bayesian Deep Image Prior Downscaling Approach for High-Resolution Soil Moisture Estimation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4571-4582 (2022) - [j123]Yuan Fang
, Yuxian Wang
, Linlin Xu
, Rongming Zhuo, Alexander Wong, David A. Clausi
:
BCUN: Bayesian Fully Convolutional Neural Network for Hyperspectral Spectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j122]Xuenan Liu
, Xuezhi Yang
, Dingliang Wang
, Alexander Wong
, Likun Ma
, Longwei Li
:
VidAF: A Motion-Robust Model for Atrial Fibrillation Screening From Facial Videos. IEEE J. Biomed. Health Informatics 26(4): 1672-1683 (2022) - [c189]George Michalopoulos, Ian McKillop, Alexander Wong, Helen H. Chen:
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution. ACL (1) 2022: 1226-1236 - [c188]George Michalopoulos, Michal Malyska, Nicola Sahar, Alexander Wong, Helen H. Chen:
ICDBigBird: A Contextual Embedding Model for ICD Code Classification. BioNLP@ACL 2022: 330-336 - [c187]Maximilian Gilles
, Yuhao Chen
, Tim Robin Winter, E. Zhixuan Zeng, Alexander Wong:
MetaGraspNet: A Large-Scale Benchmark Dataset for Scene-Aware Ambidextrous Bin Picking via Physics-based Metaverse Synthesis. CASE 2022: 220-227 - [c186]Brennan Gebotys, Alexander Wong, David A. Clausi:
M2A: Motion Aware Attention for Accurate Video Action Recognition. CRV 2022: 83-89 - [c185]Carol Xu, Mahmoud Famouri, Gautam Bathla, Saeejith Nair
, Mohammad Javad Shafiee, Alexander Wong:
CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection. CRV 2022: 219-223 - [c184]Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee:
MAPLE: Microprocessor A Priori for Latency Estimation. CVPR Workshops 2022: 2746-2755 - [c183]Kevin Zhu
, Alexander Wong, John McPhee:
FenceNet: Fine-grained Footwork Recognition in Fencing. CVPR Workshops 2022: 3588-3597 - [c182]Saeejith Nair
, Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee:
MAPLE-Edge: A Runtime Latency Predictor for Edge Devices. CVPR Workshops 2022: 3659-3667 - [c181]William J. McNally
, Kanav Vats
, Alexander Wong
, John McPhee
:
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-person Human Pose Estimation. ECCV (6) 2022: 37-54 - [c180]Hajar Abedi
, Ahmad Ansariyan, Christopher Lehman, Plinio P. Morita, Jennifer Boger, Alexander Wong, George Shaker:
Non-Visual and Contactless Wellness Monitoring for Long Term Care Facilities Using mm-Wave Radar Sensors. IEEE SENSORS 2022: 1-4 - [d1]Brokoslaw Laschowski
, William J. McNally, Alexander Wong, John McPhee
:
ExoNet Database: Wearable Camera Images of Human Locomotion Environments. IEEE DataPort, 2022 - [i168]Brennan Gebotys, Alexander Wong, David A. Clausi:
Bag of Tricks for Natural Policy Gradient Reinforcement Learning. CoRR abs/2201.09104 (2022) - [i167]Hilda Azimi, Jianxing Zhang, Pengcheng Xi, Hala As'ad, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong:
Improving Classification Model Performance on Chest X-Rays through Lung Segmentation. CoRR abs/2202.10971 (2022) - [i166]Kevin Zhu, Alexander Wong, John McPhee:
FenceNet: Fine-grained Footwork Recognition in Fencing. CoRR abs/2204.09434 (2022) - [i165]George Michalopoulos, Michal Malyska, Nicola Sahar, Alexander Wong, Helen H. Chen:
ICDBigBird: A Contextual Embedding Model for ICD Code Classification. CoRR abs/2204.10408 (2022) - [i164]Hossein Aboutalebi, Maya Pavlova, Mohammad Javad Shafiee, Adrian Florea, Andrew Hryniowski, Alexander Wong:
COVID-Net Biochem: An Explainability-driven Framework to Building Machine Learning Models for Predicting Survival and Kidney Injury of COVID-19 Patients from Clinical and Biochemistry Data. CoRR abs/2204.11210 (2022) - [i163]Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong:
LightDefectNet: A Highly Compact Deep Anti-Aliased Attention Condenser Neural Network Architecture for Light Guide Plate Surface Defect Detection. CoRR abs/2204.11765 (2022) - [i162]Carol Xu, Mahmoud Famouri, Gautam Bathla, Saeejith Nair, Mohammad Javad Shafiee, Alexander Wong:
CellDefectNet: A Machine-designed Attention Condenser Network for Electroluminescence-based Photovoltaic Cell Defect Inspection. CoRR abs/2204.11766 (2022) - [i161]Saeejith Nair, Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee:
MAPLE-Edge: A Runtime Latency Predictor for Edge Devices. CoRR abs/2204.12950 (2022) - [i160]E. Zhixuan Zeng, Adrian Florea, Alexander Wong:
COVID-Net US-X: Enhanced Deep Neural Network for Detection of COVID-19 Patient Cases from Convex Ultrasound Imaging Through Extended Linear-Convex Ultrasound Augmentation Learning. CoRR abs/2204.13851 (2022) - [i159]Hilda Azimi, Ashkan Ebadi, Jessy Song, Pengcheng Xi, Alexander Wong:
COVID-Net UV: An End-to-End Spatio-Temporal Deep Neural Network Architecture for Automated Diagnosis of COVID-19 Infection from Ultrasound Videos. CoRR abs/2205.08932 (2022) - [i158]Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee:
MAPLE-X: Latency Prediction with Explicit Microprocessor Prior Knowledge. CoRR abs/2205.12660 (2022) - [i157]Tia Tuinstra, Hayden Gunraj
, Alexander Wong:
COVIDx CT-3: A Large-scale, Multinational, Open-Source Benchmark Dataset for Computer-aided COVID-19 Screening from Chest CT Images. CoRR abs/2206.03043 (2022) - [i156]Maya Pavlova, Tia Tuinstra, Hossein Aboutalebi, Andy Zhao, Hayden Gunraj
, Alexander Wong:
COVIDx CXR-3: A Large-Scale, Open-Source Benchmark Dataset of Chest X-ray Images for Computer-Aided COVID-19 Diagnostics. CoRR abs/2206.03671 (2022) - [i155]Kai Ma, Pengcheng Xi, Karim Habashy, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong:
Towards Trustworthy Healthcare AI: Attention-Based Feature Learning for COVID-19 Screening With Chest Radiography. CoRR abs/2207.09312 (2022) - [i154]Nitpreet Bamra, Vikram Voleti, Alexander Wong, Jason Deglint:
Towards Generating Large Synthetic Phytoplankton Datasets for Efficient Monitoring of Harmful Algal Blooms. CoRR abs/2208.02332 (2022) - [i153]Maximilian Gilles, Yuhao Chen
, Tim Robin Winter, E. Zhixuan Zeng, Alexander Wong:
MetaGraspNet: A Large-Scale Benchmark Dataset for Scene-Aware Ambidextrous Bin Picking via Physics-based Metaverse Synthesis. CoRR abs/2208.03963 (2022) - [i152]Alexander Wong, Mohammad Javad Shafiee, Saad Abbasi, Saeejith Nair
, Mahmoud Famouri:
Faster Attention Is What You Need: A Fast Self-Attention Neural Network Backbone Architecture for the Edge via Double-Condensing Attention Condensers. CoRR abs/2208.06980 (2022) - [i151]Stone Yun, Alexander Wong:
GHN-Q: Parameter Prediction for Unseen Quantized Convolutional Architectures via Graph Hypernetworks. CoRR abs/2208.12489 (2022) - [i150]Yuhao Chen, Hayden Gunraj
, E. Zhixuan Zeng, Maximilian Gilles, Alexander Wong:
MMRNet: Improving Reliability for Multimodal Computer Vision for Bin Picking via Multimodal Redundancy. CoRR abs/2210.10842 (2022) - [i149]Chi-En Amy Tai
, Nedim Hodzic, Nic Flanagan, Hayden Gunraj
, Alexander Wong:
Cancer-Net BCa: Breast Cancer Pathologic Complete Response Prediction using Volumetric Deep Radiomic Features from Synthetic Correlated Diffusion Imaging. CoRR abs/2211.05308 (2022) - [i148]Hayden Gunraj
, Paul Guerrier, Sheldon Fernandez, Alexander Wong:
SolderNet: Towards Trustworthy Visual Inspection of Solder Joints in Electronics Manufacturing Using Explainable Artificial Intelligence. CoRR abs/2211.10274 (2022) - [i147]Robbie Meyer, Alexander Wong:
A Fair Loss Function for Network Pruning. CoRR abs/2211.10285 (2022) - [i146]Pengyuan Shi, Yuetong Wang, Saad Abbasi, Alexander Wong:
COVID-Net Assistant: A Deep Learning-Driven Virtual Assistant for COVID-19 Symptom Prediction and Recommendation. CoRR abs/2211.11944 (2022) - [i145]Kai Ma, Siyuan He, Pengcheng Xi, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong:
A Trustworthy Framework for Medical Image Analysis with Deep Learning. CoRR abs/2212.02764 (2022) - [i144]Daniel Zhang, Vikram Voleti, Alexander Wong, Jason Deglint:
Plankton-FL: Exploration of Federated Learning for Privacy-Preserving Training of Deep Neural Networks for Phytoplankton Classification. CoRR abs/2212.08990 (2022) - [i143]Carol Xu, Mahmoud Famouri, Gautam Bathla, Mohammad Javad Shafiee, Alexander Wong:
High-Throughput, High-Performance Deep Learning-Driven Light Guide Plate Surface Visual Quality Inspection Tailored for Real-World Manufacturing Environments. CoRR abs/2212.10632 (2022) - 2021
- [j121]William J. McNally
, Kanav Vats, Alexander Wong
, John McPhee
:
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation Using Accelerated Neuroevolution With Weight Transfer. IEEE Access 9: 139403-139414 (2021) - [j120]Brokoslaw Laschowski
, William J. McNally, Alexander Wong, John McPhee:
Environment Classification for Robotic Leg Prostheses and Exoskeletons Using Deep Convolutional Neural Networks. Frontiers Neurorobotics 15: 730965 (2021) - [j119]Alexander Wong, Jack Lu, Adam Dorfman, Paul McInnis, Mahmoud Famouri, Daniel Manary, James Ren Hou Lee, Michael Lynch:
Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression From Chest CT Images. Frontiers Artif. Intell. 4: 764047 (2021) - [j118]Yujia Chen
, Linlin Xu
, Yuan Fang
, Junhuan Peng, Wenfu Yang, Alexander Wong, David A. Clausi
:
Unsupervised Bayesian Subpixel Mapping of Hyperspectral Imagery Based on Band-Weighted Discrete Spectral Mixture Model and Markov Random Field. IEEE Geosci. Remote. Sens. Lett. 18(1): 162-166 (2021) - [j117]Ashkan Ebadi
, Pengcheng Xi, Stéphane Tremblay, Bruce Spencer, Raman Pall, Alexander Wong:
Understanding the temporal evolution of COVID-19 research through machine learning and natural language processing. Scientometrics 126(1): 725-739 (2021) - [j116]Saad Abbasi, Mahmoud Famouri, Mohammad Javad Shafiee, Alexander Wong:
OutlierNets: Highly Compact Deep Autoencoder Network Architectures for On-Device Acoustic Anomaly Detection. Sensors 21(14): 4805 (2021) - [j115]Mohammad Javad Shafiee
, Ahmadreza Jeddi, Amir Nazemi, Paul W. Fieguth
, Alexander Wong
:
Deep Neural Network Perception Models and Robust Autonomous Driving Systems: Practical Solutions for Mitigation and Improvement. IEEE Signal Process. Mag. 38(1): 22-30 (2021) - [j114]Xuenan Liu
, Xuezhi Yang
, Dingliang Wang
, Alexander Wong
:
Detecting Pulse Rates From Facial Videos Recorded in Unstable Lighting Conditions: An Adaptive Spatiotemporal Homomorphic Filtering Algorithm. IEEE Trans. Instrum. Meas. 70: 1-15 (2021) - [c179]Audrey G. Chung, Maya Pavlova, Hayden Gunraj
, Naomi Terhljan, Alexander MacLean, Hossein Aboutalebi, Siddharth Surana, Andy Zhao, Saad Abbasi, Alexander Wong:
COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow. CCECE 2021: 1-5 - [c178]Stone Yun, Alexander Wong:
Do All MobileNets Quantize Poorly? Gaining Insights Into the Effect of Quantization on Depthwise Separable Convolutional Networks Through the Eyes of Multi-Scale Distributional Dynamics. CVPR Workshops 2021: 2447-2456 - [c177]William J. McNally, Pascale Walters, Kanav Vats, Alexander Wong, John McPhee:
DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts Using a Single Camera. CVPR Workshops 2021: 4547-4556 - [c176]Brokoslaw Laschowski
, William J. McNally, Alexander Wong, John McPhee:
Computer Vision and Deep Learning for Environment-Adaptive Control of Robotic Lower-Limb Exoskeletons. EMBC 2021: 4631-4635 - [c175]Xuenan Liu, Xuezhi Yang, Ziyan Meng, Ye Wang, Jie Zhang, Alexander Wong:
MANet: a Motion-Driven Attention Network for Detecting the Pulse from a Facial Video with Drastic Motions. ICCVW 2021: 2385-2390 - [c174]Brennan Gebotys, Alexander Wong, David A. Clausi:
POOF: Efficient Goalie Pose Annotation using Optical Flow. icSPORTS 2021: 116-122 - [c173]Alexander MacLean, Saad Abbasi, Ashkan Ebadi, Andy Zhao, Maya Pavlova, Hayden Gunraj
, Pengcheng Xi, Sonny Kohli
, Alexander Wong:
COVID-Net US: A Tailored, Highly Efficient, Self-attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-Care Ultrasound Imaging. DART/FAIR@MICCAI 2021: 191-202 - [c172]George Michalopoulos, Yuanxin Wang
, Hussam Kaka, Helen H. Chen, Alexander Wong:
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus. NAACL-HLT 2021: 1744-1753 - [i142]Hayden Gunraj, Ali Sabri, David Koff, Alexander Wong:
COVID-Net CT-2: Enhanced Deep Neural Networks for Detection of COVID-19 from Chest CT Images Through Bigger, More Diverse Learning. CoRR abs/2101.07433 (2021) - [i141]Alexander Wong, Jack Lu, Adam Dorfman, Paul McInnis, Mahmoud Famouri, Daniel Manary, James Ren Hou Lee, Michael Lynch:
Fibrosis-Net: A Tailored Deep Convolutional Neural Network Design for Prediction of Pulmonary Fibrosis Progression from Chest CT Images. CoRR abs/2103.04008 (2021) - [i140]Ashkan Ebadi, Pengcheng Xi, Alexander MacLean, Stéphane Tremblay, Sonny Kohli, Alexander Wong:
COVIDx-US - An open-access benchmark dataset of ultrasound imaging data for AI-driven COVID-19 analytics. CoRR abs/2103.10003 (2021) - [i139]Saad Abbasi, Mahmoud Famouri, Mohammad Javad Shafiee, Alexander Wong:
OutlierNets: Highly Compact Deep Autoencoder Network Architectures for On-Device Acoustic Anomaly Detection. CoRR abs/2104.00528 (2021) - [i138]Alexander Wong, James Ren Hou Lee, Hadi Rahmat-Khah, Ali Sabri, Amer Alaref:
TB-Net: A Tailored, Self-Attention Deep Convolutional Neural Network Design for Detection of Tuberculosis Cases from Chest X-ray Images. CoRR abs/2104.03165 (2021) - [i137]Mehrnaz Fani, Pascale Berunelle Walters, David A. Clausi, John S. Zelek, Alexander Wong:
Localization of Ice-Rink for Broadcast Hockey Videos. CoRR abs/2104.10847 (2021) - [i136]Stone Yun, Alexander Wong:
Do All MobileNets Quantize Poorly? Gaining Insights into the Effect of Quantization on Depthwise Separable Convolutional Networks Through the Eyes of Multi-scale Distributional Dynamics. CoRR abs/2104.11849 (2021) - [i135]Xiaoyu Wen, Mahmoud Famouri, Andrew Hryniowski, Alexander Wong:
AttendSeg: A Tiny Attention Condenser Neural Network for Semantic Segmentation on the Edge. CoRR abs/2104.14623 (2021) - [i134]Hossein Aboutalebi, Maya Pavlova, Mohammad Javad Shafiee, Ali Sabri, Amer Alaref, Alexander Wong:
COVID-Net CXR-S: Deep Convolutional Neural Network for Severity Assessment of COVID-19 Cases from Chest X-ray Images. CoRR abs/2105.00256 (2021) - [i133]Hossein Aboutalebi, Saad Abbasi, Mohammad Javad Shafiee, Alexander Wong:
COVID-Net CT-S: 3D Convolutional Neural Network Architectures for COVID-19 Severity Assessment using Chest CT Images. CoRR abs/2105.01284 (2021) - [i132]Jianxing Zhang, Pengcheng Xi, Ashkan Ebadi, Hilda Azimi, Stéphane Tremblay, Alexander Wong:
COVID-19 Detection from Chest X-ray Images using Imprinted Weights Approach. CoRR abs/2105.01710 (2021) - [i131]Maya Pavlova, Naomi Terhljan, Audrey G. Chung, Andy Zhao, Siddharth Surana, Hossein Aboutalebi, Hayden Gunraj, Ali Sabri, Amer Alaref, Alexander Wong:
COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-ray Images. CoRR abs/2105.06640 (2021) - [i130]William J. McNally, Pascale Walters, Kanav Vats, Alexander Wong, John McPhee:
DeepDarts: Modeling Keypoints as Objects for Automatic Scorekeeping in Darts using a Single Camera. CoRR abs/2105.09880 (2021) - [i129]Alexander Wong, Adam Dorfman, Paul McInnis, Hayden Gunraj:
Insights into Data through Model Behaviour: An Explainability-driven Strategy for Data Auditing for Responsible Computer Vision Applications. CoRR abs/2106.09177 (2021) - [i128]Hossein Aboutalebi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong:
Residual Error: a New Performance Measure for Adversarial Robustness. CoRR abs/2106.10212 (2021) - [i127]Ju An Park, Vikram Voleti, Kathryn E. Thomas, Alexander Wong, Jason L. Deglint:
SALT: Sea lice Adaptive Lattice Tracking - An Unsupervised Approach to Generate an Improved Ocean Model. CoRR abs/2106.13202 (2021) - [i126]Saad Abbasi, Mohammad Javad Shafiee, Ellick Chan, Alexander Wong:
Does Form Follow Function? An Empirical Exploration of the Impact of Deep Neural Network Architecture Design on Hardware-Specific Acceleration. CoRR abs/2107.04144 (2021) - [i125]George Michalopoulos, Ian McKillop, Alexander Wong, Helen H. Chen:
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution. CoRR abs/2107.05132 (2021) - [i124]Alexander MacLean, Saad Abbasi, Ashkan Ebadi, Andy Zhao, Maya Pavlova, Hayden Gunraj, Pengcheng Xi, Sonny Kohli, Alexander Wong:
COVID-Net US: A Tailored, Highly Efficient, Self-Attention Deep Convolutional Neural Network Design for Detection of COVID-19 Patient Cases from Point-of-care Ultrasound Imaging. CoRR abs/2108.03131 (2021) - [i123]Maziar Gomrokchi, Susan Amin, Hossein Aboutalebi, Alexander Wong, Doina Precup:
Where Did You Learn That From? Surprising Effectiveness of Membership Inference Attacks Against Temporally Correlated Data in Deep Reinforcement Learning. CoRR abs/2109.03975 (2021) - [i122]Audrey G. Chung, Maya Pavlova, Hayden Gunraj, Naomi Terhljan, Alexander MacLean, Hossein Aboutalebi, Siddharth Surana, Andy Zhao, Saad Abbasi, Alexander Wong:
COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow. CoRR abs/2109.06421 (2021) - [i121]Audrey G. Chung, Mahmoud Famouri, Andrew Hryniowski, Alexander Wong:
COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification. CoRR abs/2109.06711 (2021) - [i120]Hossein Aboutalebi, Maya Pavlova, Hayden Gunraj, Mohammad Javad Shafiee, Ali Sabri, Amer Alaref, Alexander Wong:
MEDUSA: Multi-scale Encoder-Decoder Self-Attention Deep Neural Network Architecture for Medical Image Analysis. CoRR abs/2110.06063 (2021) - [i119]William J. McNally, Kanav Vats, Alexander Wong, John McPhee:
Rethinking Keypoint Representations: Modeling Keypoints and Poses as Objects for Multi-Person Human Pose Estimation. CoRR abs/2111.08557 (2021) - [i118]Brennan Gebotys, Alexander Wong, David A. Clausi:
M2A: Motion Aware Attention for Accurate Video Action Recognition. CoRR abs/2111.09976 (2021) - [i117]Mohammad Javad Shafiee, Mahmoud Famouri, Gautam Bathla, Francis Li, Alexander Wong:
TinyDefectNet: Highly Compact Deep Neural Network Architecture for High-Throughput Manufacturing Visual Quality Inspection. CoRR abs/2111.14319 (2021) - [i116]Saad Abbasi, Alexander Wong, Mohammad Javad Shafiee:
MAPLE: Microprocessor A Priori for Latency Estimation. CoRR abs/2111.15106 (2021) - [i115]Kaylen J. Pfisterer, Robert Amelard, Jennifer Boger, Audrey G. Chung, Heather H. Keller, Alexander Wong:
Enhancing Food Intake Tracking in Long-Term Care with Automated Food Imaging and Nutrient Intake Tracking (AFINI-T) Technology. CoRR abs/2112.04608 (2021) - [i114]Siyuan He, Pengcheng Xi, Ashkan Ebadi, Stéphane Tremblay, Alexander Wong:
Performance or Trust? Why Not Both. Deep AUC Maximization with Self-Supervised Learning for COVID-19 Chest X-ray Classifications. CoRR abs/2112.08363 (2021) - [i113]Yuhao Chen, E. Zhixuan Zeng, Maximilian Gilles, Alexander Wong:
MetaGraspNet: A Large-Scale Benchmark Dataset for Vision-driven Robotic Grasping via Physics-based Metaverse Synthesis. CoRR abs/2112.14663 (2021) - 2020
- [j113]Jingxin Yu
, Song Tang, Lili Zhangzhong
, Wengang Zheng
, Long Wang, Alexander Wong
, Linlin Xu
:
A Deep Learning Approach for Multi-Depth Soil Water Content Prediction in Summer Maize Growth Period. IEEE Access 8: 199097-199110 (2020) - [j112]Abdulrhman H. Al-Jebrni
, Brendan Chwyl, Xiao Yu Wang, Alexander Wong, Bechara John Saab
:
AI-enabled remote and objective quantification of stress at scale. Biomed. Signal Process. Control. 59: 101929 (2020) - [j111]Kayla M. Fewster, Shahid A. Haider, Chad E. Gooyers, Jack P. Callaghan
, Alexander Wong:
A computerised system for measurement of the radial displacement of the intervertebral disc using a laser scanning device. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 8(3): 287-293 (2020) - [j110]Brock Laschowski
, William J. McNally, Alexander Wong, John McPhee:
ExoNet Database: Wearable Camera Images of Human Locomotion Environments. Frontiers Robotics AI 7: 562061 (2020) - [j109]James Ren Hou Lee, Linda Wang, Alexander Wong:
EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-Time Facial Expression Recognition. Frontiers Artif. Intell. 3: 609673 (2020) - [j108]Plinio Pelegrini Morita
, A. S. Rocha, George Shaker, D. Lee, Jing Wei
, B. Fong, A. Thatte, A. Karimi, L. Xu, A. Ma, Alexander Wong, Jennifer Boger:
Comparative Analysis of Gait Speed Estimation Using Wideband and Narrowband Radars, Thermal Camera, and Motion Tracking Suit Technologies. J. Heal. Informatics Res. 4(3): 215-237 (2020) - [j107]Chris Dulhanty, Linda Wang, Maria Cheng, Hayden Gunraj
, Farzad Khalvati
, Masoom A. Haider, Alexander Wong:
Radiomics Driven Diffusion Weighted Imaging Sensing Strategies for Zone-Level Prostate Cancer Sensing. Sensors 20(5): 1539 (2020) - [j106]Xuenan Liu, Xuezhi Yang, Jing Jin, Alexander Wong
:
Detecting Pulse Wave From Unstable Facial Videos Recorded From Consumer-Level Cameras: A Disturbance-Adaptive Orthogonal Matching Pursuit. IEEE Trans. Biomed. Eng. 67(12): 3352-3362 (2020) - [j105]Zilong Zhong
, Jonathan Li
, David A. Clausi
, Alexander Wong
:
Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification. IEEE Trans. Cybern. 50(7): 3318-3329 (2020) - [j104]Longshan Yang
, Linlin Xu
, Junhuan Peng, Yongze Song
, Alexander Wong
, David A. Clausi
:
Nonlocal Band-Weighted Iterative Spectral Mixture Model for Hyperspectral Imagery Denoising. IEEE Trans. Geosci. Remote. Sens. 58(8): 5588-5601 (2020) - [j103]Amir Nazemi, Zohreh Azimifar
, Mohammad Javad Shafiee
, Alexander Wong:
Real-Time Vehicle Make and Model Recognition Using Unsupervised Feature Learning. IEEE Trans. Intell. Transp. Syst. 21(7): 3080-3090 (2020) - [c171]George Michalopoulos, Helen H. Chen
, Alexander Wong:
Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data. ClinicalNLP@EMNLP 2020: 215-226 - [c170]Chris Dulhanty, Alexander Wong:
Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification. AIES 2020: 244-250 - [c169]Brock Laschowski
, William J. McNally, Alexander Wong, John McPhee:
Comparative Analysis of Environment Recognition Systems for Control of Lower-Limb Exoskeletons and Prostheses. BioRob 2020: 581-586 - [c168]James Ren Hou Lee, Alexander Wong:
TimeConvNets: A Deep Time Windowed Convolution Neural Network Design for Real-time Video Facial Expression Recognition. CRV 2020: 9-16 - [c167]Ahmadreza Jeddi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong:
Learn2Perturb: An End-to-End Feature Perturbation Learning to Improve Adversarial Robustness. CVPR 2020: 1238-1247 - [c166]Zilong Zhong
, Zhong Qiu Lin, Rene Bidart, Xiaodan Hu, Ibrahim Ben Daya, Zhifeng Li, Wei-Shi Zheng, Jonathan Li
, Alexander Wong:
Squeeze-and-Attention Networks for Semantic Segmentation. CVPR 2020: 13062-13071 - [c165]Yuhao Chen
, Yifan Wu, Linlin Xu, Alexander Wong:
Quantization in Relative Gradient Angle Domain For Building Polygon Estimation. ICPR 2020: 8360-8367 - [c164]Sourya Sengupta, Alexander Wong, Amitojdeep Singh, John S. Zelek, Vasudevan Lakshminarayanan:
DeSupGAN: Multi-scale Feature Averaging Generative Adversarial Network for Simultaneous De-blurring and Super-Resolution of Retinal Fundus Images. OMIA@MICCAI 2020: 32-41 - [c163]George Michalopoulos, Hammad Qazi, Alexander Wong, Zahid A. Butt, Helen H. Chen
:
Automatic Extraction of Risk Factors for Dialysis Patients from Clinical Notes Using Natural Language Processing Techniques. MIE 2020: 53-57 - [c162]Devinder Kumar, Parthipan Siva, Paul Marchwica, Alexander Wong:
Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis. WACV 2020: 2634-2643 - [i112]Chris Dulhanty, Alexander Wong:
Investigating the Impact of Inclusion in Face Recognition Training Data on Individual Face Identification. CoRR abs/2001.03071 (2020) - [i111]Devinder Kumar, Parthipan Siva, Paul Marchwica, Alexander Wong:
Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis. CoRR abs/2001.04928 (2020) - [i110]Ahmadreza Jeddi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong:
Learn2Perturb: an End-to-end Feature Perturbation Learning to Improve Adversarial Robustness. CoRR abs/2003.01090 (2020) - [i109]James Ren Hou Lee, Alexander Wong:
TimeConvNets: A Deep Time Windowed Convolution Neural Network Design for Real-time Video Facial Expression Recognition. CoRR abs/2003.01791 (2020) - [i108]Mohammad Javad Shafiee, Ahmadreza Jeddi, Amir Nazemi, Paul W. Fieguth, Alexander Wong:
Deep Neural Network Perception Models and Robust Autonomous Driving Systems. CoRR abs/2003.08756 (2020) - [i107]Linda Wang, Alexander Wong:
COVID-Net: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest Radiography Images. CoRR abs/2003.09871 (2020) - [i106]Linda Wang, Mahmoud Famouri, Alexander Wong:
DepthNet Nano: A Highly Compact Self-Normalizing Neural Network for Monocular Depth Estimation. CoRR abs/2004.08008 (2020) - [i105]Alexander Wong, Zhong Qiu Lin, Linda Wang, Audrey G. Chung, Beiyi Shen, Almas Abbasi, Mahsa Hoshmand-Kochi, Timothy Q. Duong:
Towards computer-aided severity assessment: training and validation of deep neural networks for geographic extent and opacity extent scoring of chest X-rays for SARS-CoV-2 lung disease severity. CoRR abs/2005.12855 (2020) - [i104]James Ren Hou Lee, Linda Wang, Alexander Wong:
EmotionNet Nano: An Efficient Deep Convolutional Neural Network Design for Real-time Facial Expression Recognition. CoRR abs/2006.15759 (2020) - [i103]Yuhao Chen, Yifan Wu, Linlin Xu, Alexander Wong:
Quantization in Relative Gradient Angle Domain For Building Polygon Estimation. CoRR abs/2007.05617 (2020) - [i102]Ashkan Ebadi, Pengcheng Xi, Stéphane Tremblay, Bruce Spencer, Raman Pall, Alexander Wong:
Understanding the temporal evolution of COVID-19 research through machine learning and natural language processing. CoRR abs/2007.11604 (2020) - [i101]Hossein Aboutalebi, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong:
Vulnerability Under Adversarial Machine Learning: Bias or Variance? CoRR abs/2008.00138 (2020) - [i100]Alexander Wong, Mahmoud Famouri, Maya Pavlova, Siddharth Surana:
TinySpeech: Attention Condensers for Deep Speech Recognition Neural Networks on Edge Devices. CoRR abs/2008.04245 (2020) - [i99]Hayden Gunraj, Linda Wang, Alexander Wong:
COVIDNet-CT: A Tailored Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest CT Images. CoRR abs/2009.05383 (2020) - [i98]Alexander Wong, Xiao Yu Wang, Andrew Hryniowski:
How Much Can We Really Trust You? Towards Simple, Interpretable Trust Quantification Metrics for Deep Neural Networks. CoRR abs/2009.05835 (2020) - [i97]Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee:
AttendNets: Tiny Deep Image Recognition Neural Networks for the Edge via Visual Attention Condensers. CoRR abs/2009.14385 (2020) - [i96]Andrew Hryniowski, Xiao Yu Wang, Alexander Wong:
Where Does Trust Break Down? A Quantitative Trust Analysis of Deep Neural Networks via Trust Matrix and Conditional Trust Densities. CoRR abs/2009.14701 (2020) - [i95]George Michalopoulos, Helen H. Chen, Alexander Wong:
Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data. CoRR abs/2010.07816 (2020) - [i94]George Michalopoulos, Yuanxin Wang, Hussam Kaka, Helen H. Chen, Alexander Wong:
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus. CoRR abs/2010.10391 (2020) - [i93]James Ren Hou Lee, Alexander Wong:
AEGIS: A real-time multimodal augmented reality computer vision based system to assist facial expression recognition for individuals with autism spectrum disorder. CoRR abs/2010.11884 (2020) - [i92]Alexander Wong, Andrew Hryniowski, Xiao Yu Wang:
Insights into Fairness through Trust: Multi-scale Trust Quantification for Financial Deep Learning. CoRR abs/2011.01961 (2020) - [i91]Nolan S. Dey, J. Eric Taylor, Bryan P. Tripp, Alexander Wong, Graham W. Taylor:
Identifying and interpreting tuning dimensions in deep networks. CoRR abs/2011.03043 (2020) - [i90]William J. McNally, Kanav Vats, Alexander Wong, John McPhee:
EvoPose2D: Pushing the Boundaries of 2D Human Pose Estimation using Neuroevolution. CoRR abs/2011.08446 (2020) - [i89]Hossein Aboutalebi, Mohammad Javad Shafiee, Alexander Wong:
Self-Gradient Networks. CoRR abs/2011.09364 (2020) - [i88]James Ren Hou Lee, Maya Pavlova, Mahmoud Famouri, Alexander Wong:
CancerNet-SCa: Tailored Deep Neural Network Designs for Detection of Skin Cancer from Dermoscopy Images. CoRR abs/2011.10702 (2020) - [i87]Stone Yun, Alexander Wong:
Where Should We Begin? A Low-Level Exploration of Weight Initialization Impact on Quantized Behaviour of Deep Neural Networks. CoRR abs/2011.14578 (2020) - [i86]Stone Yun, Alexander Wong:
FactorizeNet: Progressive Depth Factorization for Efficient Network Architecture Exploration Under Quantization Constraints. CoRR abs/2011.14586 (2020) - [i85]Andrew Hryniowski, Alexander Wong:
Inter-layer Information Similarity Assessment of Deep Neural Networks Via Topological Similarity and Persistence Analysis of Data Neighbour Dynamics. CoRR abs/2012.03793 (2020) - [i84]Ahmadreza Jeddi, Mohammad Javad Shafiee, Alexander Wong:
A Simple Fine-tuning Is All You Need: Towards Robust Deep Learning Via Adversarial Fine-tuning. CoRR abs/2012.13628 (2020)
2010 – 2019
- 2019
- [j102]Jason L. Deglint
, Chao Jin
, Angela Chao, Alexander Wong
:
The Feasibility of Automated Identification of Six Algae Types Using Feed-Forward Neural Networks and Fluorescence-Based Spectral-Morphological Features. IEEE Access 7: 7041-7053 (2019) - [j101]Devinder Kumar
, Graham W. Taylor, Alexander Wong:
Discovery Radiomics With CLEAR-DR: Interpretable Computer Aided Diagnosis of Diabetic Retinopathy. IEEE Access 7: 25891-25896 (2019) - [j100]Devinder Kumar
, Vignesh Sankar, David A. Clausi, Graham W. Taylor, Alexander Wong:
SISC: End-to-End Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells. IEEE Access 7: 145444-145454 (2019) - [j99]Mohammad Javad Shafiee
, Brendan Chwyl, Francis Li, Rongyan Chen, Michelle Karg, Christian Scharfenberger, Alexander Wong:
StressedNets: Efficient feature representations via stress-induced evolutionary synthesis of deep neural networks. Neurocomputing 352: 93-105 (2019) - [j98]Caifeng Wang
, Linlin Xu
, David A. Clausi
, Alexander Wong:
A Bayesian Joint Decorrelation and Despeckling of SAR Imagery. IEEE Geosci. Remote. Sens. Lett. 16(9): 1393-1397 (2019) - [j97]Mahmoud Famouri
, Zohreh Azimifar, Alexander Wong
:
A Novel Motion Plane-Based Approach to Vehicle Speed Estimation. IEEE Trans. Intell. Transp. Syst. 20(4): 1237-1246 (2019) - [c161]William J. McNally, Alexander Wong, John McPhee
:
STAR-Net: Action Recognition using Spatio-Temporal Activation Reprojection. CRV 2019: 49-56 - [c160]Devinder Kumar, Ibrahim Ben Daya, Kanav Vats, Jeffery Feng, Graham W. Taylor, Alexander Wong:
Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning. CVPR Workshops 2019: 16-19 - [c159]Ibrahim Ben Daya, Mohammad Javad Shafiee, Michelle Karg, Christian Scharfenberger, Alexander Wong:
SANE: Exploring Adversarial Robustness With Stochastically Activated Network Ensembles. CVPR Workshops 2019: 95-98 - [c158]Kaylen J. Pfisterer, Robert Amelard, Braeden Syrnyk, Alexander Wong:
Towards Computer Vision Powered Color-Nutrient Assessment of Pureed Food. CVPR Workshops 2019: 490-492 - [c157]Audrey G. Chung, Paul W. Fieguth, Alexander Wong:
Assessing Architectural Similarity in Populations of Deep Neural Networks. CVPR Workshops 2019: 496-498 - [c156]Xiaodan Hu, Mohamed A. Naiel, Alexander Wong, Mark Lamm, Paul W. Fieguth:
RUNet: A Robust UNet Architecture for Image Super-Resolution. CVPR Workshops 2019: 505-507 - [c155]Mohammad Saeed Shafiee, Mohammad Javad Shafiee, Alexander Wong:
Dynamic Representations Toward Efficient Inference on Deep Neural Networks by Decision Gates. CVPR Workshops 2019: 667-675 - [c154]Alexander Wong, Zhong Qiu Lin, Brendan Chwyl:
AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design. CVPR Workshops 2019: 684-693 - [c153]William J. McNally, Kanav Vats, Tyler Pinto, Chris Dulhanty, John McPhee, Alexander Wong:
GolfDB: A Video Database for Golf Swing Sequencing. CVPR Workshops 2019: 2553-2562 - [c152]Alexander Wong:
NetScore: Towards Universal Metrics for Large-Scale Performance Analysis of Deep Neural Networks for Practical On-Device Edge Usage. ICIAR (2) 2019: 15-26 - [c151]Kanav Vats, Helmut Neher, Alexander Wong, David A. Clausi, John S. Zelek:
KPTransfer: Improved Performance and Faster Convergence from Keypoint Subset-Wise Domain Transfer in Human Pose Estimation. ICIAR (2) 2019: 220-231 - [c150]Jason L. Deglint, Chao Jin
, Alexander Wong:
Investigating the Automatic Classification of Algae Using the Spectral and Morphological Characteristics via Deep Residual Learning. ICIAR (2) 2019: 269-280 - [c149]Ameneh Boroomand, Bingyao Tan
, Mohammad Javad Shafiee, Kostadinka K. Bizheva, Alexander Wong:
A Random Field Computational Adaptive Optics Framework for Optical Coherence Microscopy. ICIAR (2) 2019: 283-294 - [c148]Helmut Neher, John Arlette, Alexander Wong:
Discovery Radiomics for Detection of Severely Atypical Melanocytic Lesions (SAML) from Skin Imaging via Deep Residual Group Convolutional Radiomic Sequencer. ICIAR (2) 2019: 307-315 - [c147]Rene Bidart, Alexander Wong:
TriResNet: A Deep Triple-Stream Residual Network for Histopathology Grading. ICIAR (2) 2019: 369-382 - [c146]Ibrahim Ben Daya, John T. W. Yeow, Alexander Wong:
Compensated Row-Column Ultrasound Imaging Systems with Data-Driven Point Spread Function Learning. ICIAR (2) 2019: 429-441 - [c145]Mohammad Ali Bagheri Orumi, M. Hadi Sepanj, Mahmoud Famouri, Zohreh Azimifar, Alexander Wong:
Unsupervised Deep Shape from Template. ICIAR (1) 2019: 440-451 - [c144]Rene Bidart, Alexander Wong:
Affine Variational Autoencoders. ICIAR (1) 2019: 461-472 - [c143]Brock Laschowski
, William J. McNally, Alexander Wong, John McPhee:
Preliminary Design of an Environment Recognition System for Controlling Robotic Lower-Limb Prostheses and Exoskeletons. ICORR 2019: 868-873 - [c142]Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Jonathan Chung:
YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection. EMC2@NeurIPS 2019: 22-25 - [c141]Raymond R. Bond, Maurice D. Mulvenna, Hui Wan, Dewar D. Finlay, Alexander Wong, Ansgar Koene, Rob Brisk, Jennifer Boger, Tameem Adel:
Human Centered Artificial Intelligence: Weaving UX into Algorithmic Decision Making. RoCHI 2019: 2-9 - [c140]Yuan Fang
, Zhongzheng Hu
, Linlin Xu, Alexander Wong, David A. Clausi:
Estimation Of Iron Concentration In Soil Of A Mining Area From Uav-Based Hyperspectral Imagery. WHISPERS 2019: 1-5 - [i83]Vignesh Sankar, Devinder Kumar, David A. Clausi, Graham W. Taylor, Alexander Wong:
SISC: End-to-end Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells. CoRR abs/1901.04641 (2019) - [i82]Zhong Qiu Lin, Alexander Wong:
Progressive Label Distillation: Learning Input-Efficient Deep Neural Networks. CoRR abs/1901.09135 (2019) - [i81]Raymond R. Bond, Ansgar Koene, Alan J. Dix, Jennifer Boger, Maurice D. Mulvenna, Mykola Galushka, Bethany Waterhouse Bradley, Fiona Browne, Hui Wang, Alexander Wong:
Democratisation of Usable Machine Learning in Computer Vision. CoRR abs/1902.06804 (2019) - [i80]William J. McNally, Alexander Wong, John McPhee:
STAR-Net: Action Recognition using Spatio-Temporal Activation Reprojection. CoRR abs/1902.10024 (2019) - [i79]William J. McNally, Kanav Vats, Tyler Pinto, Chris Dulhanty, John McPhee, Alexander Wong:
GolfDB: A Video Database for Golf Swing Sequencing. CoRR abs/1903.06528 (2019) - [i78]Alexander Wong, Zhong Qiu Lin, Brendan Chwyl:
AttoNets: Compact and Efficient Deep Neural Networks for the Edge via Human-Machine Collaborative Design. CoRR abs/1903.07209 (2019) - [i77]Kanav Vats, Helmut Neher, Alexander Wong, David A. Clausi, John S. Zelek:
KPTransfer: improved performance and faster convergence from keypoint subset-wise domain transfer in human pose estimation. CoRR abs/1903.09926 (2019) - [i76]Devinder Kumar, Ibrahim Ben Daya, Kanav Vats, Jeffery Feng, Graham W. Taylor, Alexander Wong:
Beyond Explainability: Leveraging Interpretability for Improved Adversarial Learning. CoRR abs/1904.09633 (2019) - [i75]Audrey G. Chung, Paul W. Fieguth, Alexander Wong:
Assessing Architectural Similarity in Populations of Deep Neural Networks. CoRR abs/1904.09879 (2019) - [i74]Kaylen J. Pfisterer, Robert Amelard, Braeden Syrnyk, Alexander Wong:
Towards computer vision powered color-nutrient assessment of pureed food. CoRR abs/1905.00310 (2019) - [i73]Chris Dulhanty, Alexander Wong:
Auditing ImageNet: Towards a Model-driven Framework for Annotating Demographic Attributes of Large-Scale Image Datasets. CoRR abs/1905.01347 (2019) - [i72]Zhong Qiu Lin, Brendan Chwyl, Alexander Wong:
EdgeSegNet: A Compact Network for Semantic Segmentation. CoRR abs/1905.04222 (2019) - [i71]Zilong Zhong, Jonathan Li, David A. Clausi, Alexander Wong:
Generative Adversarial Networks and Conditional Random Fields for Hyperspectral Image Classification. CoRR abs/1905.04621 (2019) - [i70]Rene Bidart, Alexander Wong:
Affine Variational Autoencoders: An Efficient Approach for Improving Generalization and Robustness to Distribution Shift. CoRR abs/1905.05300 (2019) - [i69]Linda Wang, Alexander Wong:
Enabling Computer Vision Driven Assistive Devices for the Visually Impaired via Micro-architecture Design Exploration. CoRR abs/1905.07836 (2019) - [i68]Linda Wang, Alexander Wong:
Implications of Computer Vision Driven Assistive Technologies Towards Individuals with Visual Impairment. CoRR abs/1905.07844 (2019) - [i67]Andrew Hryniowski, Alexander Wong:
Seeing Convolution Through the Eyes of Finite Transformation Semigroup Theory: An Abstract Algebraic Interpretation of Convolutional Neural Networks. CoRR abs/1905.10901 (2019) - [i66]Kaylen J. Pfisterer, Jennifer Boger, Alexander Wong:
Food for thought: Ethical considerations of user trust in computer vision. CoRR abs/1905.12487 (2019) - [i65]Lucas Gren, Alexander Wong, Erik Kristoffersson:
Choosing agile or plan-driven enterprise resource planning (ERP) implementations - A study on 21 implementations from 20 companies. CoRR abs/1906.05220 (2019) - [i64]Devinder Kumar, Parthipan Siva, Paul Marchwica, Alexander Wong:
Fairest of Them All: Establishing a Strong Baseline for Cross-Domain Person ReID. CoRR abs/1907.12016 (2019) - [i63]Zilong Zhong, Zhong Qiu Lin, Rene Bidart, Xiaodan Hu, Ibrahim Ben Daya, Jonathan Li, Alexander Wong:
Squeeze-and-Attention Networks for Semantic Segmentation. CoRR abs/1909.03402 (2019) - [i62]Mohammad Javad Shafiee, Mirko Nentwig, Yohannes Kassahun, Francis Li, Stanislav Bochkarev, Akif Kamal, David Dolson, Secil Altintas, Arif Virani, Alexander Wong:
Human-Machine Collaborative Design for Accelerated Design of Compact Deep Neural Networks for Autonomous Driving. CoRR abs/1909.05587 (2019) - [i61]Alexander Wong, Mahmoud Famouri, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Jonathan Chung:
YOLO Nano: a Highly Compact You Only Look Once Convolutional Neural Network for Object Detection. CoRR abs/1910.01271 (2019) - [i60]Mohammad Javad Shafiee, Andrew Hryniowski, Francis Li, Zhong Qiu Lin, Alexander Wong:
State of Compact Architecture Search For Deep Neural Networks. CoRR abs/1910.06466 (2019) - [i59]Zhong Qiu Lin, Mohammad Javad Shafiee, Stanislav Bochkarev, Michael St. Jules, Xiaoyu Wang, Alexander Wong:
Do Explanations Reflect Decisions? A Machine-centric Strategy to Quantify the Performance of Explainability Algorithms. CoRR abs/1910.07387 (2019) - [i58]Kaylen J. Pfisterer, Robert Amelard, Audrey G. Chung, Braeden Syrnyk, Alexander MacLean, Alexander Wong:
Fully-Automatic Semantic Segmentation for Food Intake Tracking in Long-Term Care Homes. CoRR abs/1910.11250 (2019) - [i57]Andrew Hryniowski, Alexander Wong:
DeepLABNet: End-to-end Learning of Deep Radial Basis Networks with Fully Learnable Basis Functions. CoRR abs/1911.09257 (2019) - [i56]Chris Dulhanty, Jason L. Deglint, Ibrahim Ben Daya, Alexander Wong:
Taking a Stance on Fake News: Towards Automatic Disinformation Assessment via Deep Bidirectional Transformer Language Models for Stance Detection. CoRR abs/1911.11951 (2019) - [i55]Sergey Bereg, Brian Malouf, Linda Morales, Thomas Stanley, Ivan Hal Sudborough, Alexander Wong:
Equivalence Relations for Computing Permutation Polynomials. CoRR abs/1911.12823 (2019) - 2018
- [j96]Alexander Wong
, Mohammad Javad Shafiee
, Michael St. Jules:
MicronNet: A Highly Compact Deep Convolutional Neural Network Architecture for Real-Time Embedded Traffic Sign Classification. IEEE Access 6: 59803-59810 (2018) - [j95]Farzad Khalvati, Junjie Zhang, Audrey G. Chung, Mohammad Javad Shafiee, Alexander Wong, Masoom A. Haider:
MPCaD: a multi-scale radiomics-driven framework for automated prostate cancer localization and detection. BMC Medical Imaging 18(1): 16:1-16:14 (2018) - [j94]Mohammad Javad Shafiee
, Akshaya Kumar Mishra, Alexander Wong:
Deep Learning with Darwin: Evolutionary Synthesis of Deep Neural Networks. Neural Process. Lett. 48(1): 603-613 (2018) - [j93]R. S. Medeiros, Alexander Wong, Jacob Scharcanski
:
Scalable image segmentation via decoupled sub-graph compression. Pattern Recognit. 78: 228-241 (2018) - [j92]Yuan Fang
, Linlin Xu
, Junhuan Peng, Honglei Yang, Alexander Wong, David A. Clausi
:
Unsupervised Bayesian Classification of a Hyperspectral Image Based on the Spectral Mixture Model and Markov Random Field. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11(9): 3325-3337 (2018) - [j91]Fan Li, David A. Clausi
, Linlin Xu
, Alexander Wong:
ST-IRGS: A Region-Based Self-Training Algorithm Applied to Hyperspectral Image Classification and Segmentation. IEEE Trans. Geosci. Remote. Sens. 56(1): 3-16 (2018) - [j90]Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong:
Real-Time Embedded Motion Detection via Neural Response Mixture Modeling. J. Signal Process. Syst. 90(6): 931-946 (2018) - [j89]Xiaoyu Wang, Pin-Han Ho
, Alexander Wong, Limei Peng
:
Cognitive-Empowered Femtocells: An Intelligent Paradigm for Femtocell Networks. Wirel. Commun. Mob. Comput. 2018: 3132424:1-3132424:9 (2018) - [c139]Ameneh Boroomand, George Shaker, Plinio P. Morita, Alexander Wong, Jennifer Boger:
Autonomous gait speed estimation using 24GHz FMCW radar technology. BHI 2018: 66-69 - [c138]Lucas Gren, Alexander Wong, Erik Kristoffersson:
Choosing Agile or Plan-driven Enterprise Resource Planning (ERP) Implementations - A study on 21 Implementations from 20 Companies. STPIS@CAiSE 2018: 40-55 - [c137]Alexander Wong, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl:
Tiny SSD: A Tiny Single-Shot Detection Deep Convolutional Neural Network for Real-Time Embedded Object Detection. CRV 2018: 95-101 - [c136]Andrew Hryniowski, Ibrahim Ben Daya, Ahmed Gawish, Mark Lamm, Alexander Wong, Paul W. Fieguth:
Multi-projector Resolution Enhancement Through Biased Interpolation. CRV 2018: 190-197 - [c135]Avery Ma, Alexander Wong, David A. Clausi:
Deep Learning-Driven Depth from Defocus via Active Multispectral Quasi-Random Projections with Complex Subpatterns. CRV 2018: 292-296 - [c134]Helmut Neher, Kanav Vats, Alexander Wong, David A. Clausi:
HyperStackNet: A Hyper Stacked Hourglass Deep Convolutional Neural Network Architecture for Joint Player and Stick Pose Estimation in Hockey. CRV 2018: 313-320 - [c133]Audrey G. Chung, Paul W. Fieguth, Alexander Wong:
Nature vs. Nurture: The Role of Environmental Resources in Evolutionary Deep Intelligence. CRV 2018: 368-374 - [c132]Devinder Kumar, Vlado Menkovski
, Graham W. Taylor, Alexander Wong:
Understanding anatomy classification through attentive response maps. ISBI 2018: 1130-1133 - [i54]Mohammad Javad Shafiee, Brendan Chwyl, Francis Li, Rongyan Chen, Michelle Karg, Christian Scharfenberger, Alexander Wong:
StressedNets: Efficient Feature Representations via Stress-induced Evolutionary Synthesis of Deep Neural Networks. CoRR abs/1801.05387 (2018) - [i53]Audrey G. Chung, Paul W. Fieguth, Alexander Wong:
Nature vs. Nurture: The Role of Environmental Resources in Evolutionary Deep Intelligence. CoRR abs/1802.03318 (2018) - [i52]Alexander Wong, Mohammad Javad Shafiee, Francis Li, Brendan Chwyl:
Tiny SSD: A Tiny Single-shot Detection Deep Convolutional Neural Network for Real-time Embedded Object Detection. CoRR abs/1802.06488 (2018) - [i51]Alexander Wong, Mohammad Javad Shafiee, Michael St. Jules:
muNet: A Highly Compact Deep Convolutional Neural Network Architecture for Real-time Embedded Traffic Sign Classification. CoRR abs/1804.00497 (2018) - [i50]Jason L. Deglint, Chao Jin, Angela Chao, Alexander Wong:
The feasibility of automated identification of six algae types using neural networks and fluorescence-based spectral-morphological features. CoRR abs/1805.01093 (2018) - [i49]Amir Nazemi, Mohammad Javad Shafiee, Zohreh Azimifar, Alexander Wong:
Unsupervised Feature Learning Toward a Real-time Vehicle Make and Model Recognition. CoRR abs/1806.03028 (2018) - [i48]Alexander Wong:
NetScore: Towards Universal Metrics for Large-scale Performance Analysis of Deep Neural Networks for Practical Usage. CoRR abs/1806.05512 (2018) - [i47]Rene Bidart, Alexander Wong:
TriResNet: A Deep Triple-stream Residual Network for Histopathology Grading. CoRR abs/1806.08463 (2018) - [i46]Alexander Wong, Mohammad Javad Shafiee, Brendan Chwyl, Francis Li:
FermiNets: Learning generative machines to generate efficient neural networks via generative synthesis. CoRR abs/1809.05989 (2018) - [i45]Zhong Qiu Lin, Audrey G. Chung, Alexander Wong:
EdgeSpeechNets: Highly Efficient Deep Neural Networks for Speech Recognition on the Edge. CoRR abs/1810.08559 (2018) - [i44]Jason L. Deglint, Chao Jin, Alexander Wong:
Investigating the Automatic Classification of Algae Using Fusion of Spectral and Morphological Characteristics of Algae via Deep Residual Learning. CoRR abs/1810.10889 (2018) - [i43]Mohammad Saeed Shafiee, Mohammad Javad Shafiee, Alexander Wong:
Efficient Inference on Deep Neural Networks by Dynamic Representations and Decision Gates. CoRR abs/1811.01476 (2018) - [i42]Amir-Hossein Karimi, Alexander Wong, Ali Ghodsi:
SRP: Efficient class-aware embedding learning for large-scale data via supervised random projections. CoRR abs/1811.03166 (2018) - [i41]Andrew Hryniowski, Alexander Wong:
PolyNeuron: Automatic Neuron Discovery via Learned Polyharmonic Spline Activations. CoRR abs/1811.04303 (2018) - [i40]Xiaodan Hu, Audrey G. Chung, Paul W. Fieguth, Farzad Khalvati, Masoom A. Haider, Alexander Wong:
ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks. CoRR abs/1811.05817 (2018) - [i39]Audrey G. Chung, Paul W. Fieguth, Alexander Wong:
Mitigating Architectural Mismatch During the Evolutionary Synthesis of Deep Neural Networks. CoRR abs/1811.07966 (2018) - 2017
- [j88]Mohammad Javad Shafiee
, Alexander Wong
, Paul W. Fieguth:
Deep Randomly-Connected Conditional Random Fields For Image Segmentation. IEEE Access 5: 366-378 (2017) - [j87]Mehrnaz Fani
, Mehran Yazdi
, David A. Clausi, Alexander Wong:
Soccer Video Structure Analysis by Parallel Feature Fusion Network and Hidden-to-Observable Transferring Markov Model. IEEE Access 5: 27322-27336 (2017) - [j86]Linlin Xu
, Alexander Wong, David A. Clausi:
An Enhanced Probabilistic Posterior Sampling Approach for Synthesizing SAR Imagery With Sea Ice and Oil Spills. IEEE Geosci. Remote. Sens. Lett. 14(2): 188-192 (2017) - [j85]Francis Li, Hicham Sekkati, Jason Deglint, Christian Scharfenberger, Mark Lamm, David A. Clausi, John S. Zelek, Alexander Wong:
Simultaneous Projector-Camera Self-Calibration for Three-Dimensional Reconstruction and Projection Mapping. IEEE Trans. Computational Imaging 3(1): 74-83 (2017) - [j84]Linlin Xu
, David A. Clausi, Fan Li, Alexander Wong:
Weakly Supervised Classification of Remotely Sensed Imagery Using Label Constraint and Edge Penalty. IEEE Trans. Geosci. Remote. Sens. 55(3): 1424-1436 (2017) - [j83]Linlin Xu
, Alexander Wong, David A. Clausi:
A Novel Bayesian Spatial-Temporal Random Field Model Applied to Cloud Detection From Remotely Sensed Imagery. IEEE Trans. Geosci. Remote. Sens. 55(9): 4913-4924 (2017) - [c131]Tameem Adel, Han Zhao, Alexander Wong:
Unsupervised Domain Adaptation with a Relaxed Covariate Shift Assumption. AAAI 2017: 1691-1697 - [c130]Mehrnaz Fani, Helmut Neher, David A. Clausi, Alexander Wong, John S. Zelek:
Hockey Action Recognition via Integrated Stacked Hourglass Network. CVPR Workshops 2017: 85-93 - [c129]Devinder Kumar, Alexander Wong, Graham W. Taylor:
Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks. CVPR Workshops 2017: 1686-1694 - [c128]Brendan Chwyl, Audrey G. Chung, Mohammad Javad Shafiee, Yongji Fu, Alexander Wong:
DeepPredict: A deep predictive intelligence platform for patient monitoring. EMBC 2017: 4309-4312 - [c127]M. J. Shafiee, Elnaz Barshan, Francis Li, Brendan Chwyl, Michelle Karg, Christian Scharfenberger, Alexander Wong:
Learning Efficient Deep Feature Representations via Transgenerational Genetic Transmission of Environmental Information During Evolutionary Synthesis of Deep Neural Networks. ICCV Workshops 2017: 979-986 - [c126]Audrey G. Chung, Mohammad Javad Shafiee, Paul W. Fieguth, Alexander Wong:
The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations Through Sexual Evolutionary Synthesis. ICCV Workshops 2017: 1220-1227 - [c125]Avery Ma, Alexander Wong, David A. Clausi:
Depth from Defocus via Active Quasi-random Point Projections: A Deep Learning Approach. ICIAR 2017: 35-42 - [c124]Amir-Hossein Karimi, Audrey G. Chung, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Ali Ghodsi, Alexander Wong:
Discovery Radiomics via a Mixture of Deep ConvNet Sequencers for Multi-parametric MRI Prostate Cancer Classification. ICIAR 2017: 45-53 - [c123]Devinder Kumar, Audrey G. Chung, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Alexander Wong:
Discovery Radiomics for Pathologically-Proven Computed Tomography Lung Cancer Prediction. ICIAR 2017: 54-62 - [c122]Daniel S. Cho, Farzad Khalvati, David A. Clausi, Alexander Wong:
A Machine Learning-Driven Approach to Computational Physiological Modeling of Skin Cancer. ICIAR 2017: 79-86 - [c121]Tyler Clark, Alexander Wong, Masoom A. Haider, Farzad Khalvati:
Fully Deep Convolutional Neural Networks for Segmentation of the Prostate Gland in Diffusion-Weighted MR Images. ICIAR 2017: 97-104 - [c120]Ibrahim Ben Daya, Albert I. H. Chen, Mohammad Javad Shafiee, Alexander Wong, John T. W. Yeow:
Compensated Row-Column Ultrasound Imaging System Using Three Dimensional Random Fields. ICIAR 2017: 107-116 - [c119]Junjie Zhang, Sameer Baig, Alexander Wong, Masoom A. Haider, Farzad Khalvati:
Segmentation of Prostate in Diffusion MR Images via Clustering. ICIAR 2017: 471-478 - [c118]Prajna Paramita Dash, Alexander Wong, Akshaya Kumar Mishra:
VeNICE: A very deep neural network approach to no-reference image assessment. ICIT 2017: 1091-1096 - [c117]Josué Medellín-Azuara, U. Kyaw Tha Paw, Yufang Jin, Eric Kent, Jenae' Clay, Andy Wong, Michelle M. Leinfelder-Miles, Jay R. Lund:
Comparing methods to estimate consumptive use with remote sensing in California's Sacramento-San Joaquin Delta. IGARSS 2017: 5508-5509 - [i38]Mohammad Javad Shafiee, Elnaz Barshan, Alexander Wong:
Evolution in Groups: A deeper look at synaptic cluster driven evolution of deep neural networks. CoRR abs/1704.02081 (2017) - [i37]Devinder Kumar, Alexander Wong, Graham W. Taylor:
Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks. CoRR abs/1704.04133 (2017) - [i36]Mohammad Javad Shafiee, Audrey G. Chung, Farzad Khalvati, Masoom A. Haider, Alexander Wong:
Discovery Radiomics via Evolutionary Deep Radiomic Sequencer Discovery for Pathologically-Proven Lung Cancer Detection. CoRR abs/1705.03572 (2017) - [i35]Amir-Hossein Karimi, M. J. Shafiee, Ali Ghodsi, Alexander Wong:
Synthesizing Deep Neural Network Architectures using Biological Synaptic Strength Distributions. CoRR abs/1707.00081 (2017) - [i34]Mohammad Javad Shafiee, Francis Li, Alexander Wong:
Exploring the Imposition of Synaptic Precision Restrictions For Evolutionary Synthesis of Deep Neural Networks. CoRR abs/1707.00095 (2017) - [i33]Kaylen J. Pfisterer, Robert Amelard, Audrey G. Chung, Alexander Wong:
A new take on measuring nutritional density: The feasibility of using a deep neural network to assess commercially-prepared puree concentrations. CoRR abs/1707.07312 (2017) - [i32]Devinder Kumar, Graham W. Taylor, Alexander Wong:
Opening the Black Box of Financial AI with CLEAR-Trade: A CLass-Enhanced Attentive Response Approach for Explaining and Visualizing Deep Learning-Driven Stock Market Prediction. CoRR abs/1709.01574 (2017) - [i31]Audrey G. Chung, Mohammad Javad Shafiee, Paul W. Fieguth, Alexander Wong:
The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations through Sexual Evolutionary Synthesis. CoRR abs/1709.02043 (2017) - [i30]Mohammad Javad Shafiee, Brendan Chywl, Francis Li, Alexander Wong:
Fast YOLO: A Fast You Only Look Once System for Real-time Embedded Object Detection in Video. CoRR abs/1709.05943 (2017) - [i29]Mohammad Javad Shafiee, Alexander Wong:
Discovery Radiomics via Deep Multi-Column Radiomic Sequencers for Skin Cancer Detection. CoRR abs/1709.08248 (2017) - [i28]Devinder Kumar, Graham W. Taylor, Alexander Wong:
Discovery Radiomics with CLEAR-DR: Interpretable Computer Aided Diagnosis of Diabetic Retinopathy. CoRR abs/1710.10675 (2017) - [i27]Mohammad Javad Shafiee, Francis Li, Brendan Chwyl, Alexander Wong:
SquishedNets: Squishing SqueezeNet further for edge device scenarios via deep evolutionary synthesis. CoRR abs/1711.07459 (2017) - [i26]Ershad Banijamali, Amir-Hossein Karimi, Alexander Wong, Ali Ghodsi:
JADE: Joint Autoencoders for Dis-Entanglement. CoRR abs/1711.09163 (2017) - 2016
- [j82]Christian Scharfenberger, Audrey G. Chung, Alexander Wong, David A. Clausi:
Salient Region Detection Using Self-Guided Statistical Non-Redundancy in Natural Images. IEEE Access 4: 48-60 (2016) - [j81]Mohammad Javad Shafiee
, Parthipan Siva, Alexander Wong:
StochasticNet: Forming Deep Neural Networks via Stochastic Connectivity. IEEE Access 4: 1915-1924 (2016) - [j80]Edward Li, Mohammad Javad Shafiee
, Farnoud Kazemzadeh, Alexander Wong:
Sparse Reconstruction of Compressive Sensing Multi-Spectral Data Using an Inter-Spectral Multi-Layered Conditional Random Field Model. IEEE Access 4: 5540-5554 (2016) - [j79]Edward Li, Farzad Khalvati, Mohammad Javad Shafiee, Masoom A. Haider, Alexander Wong:
Sparse reconstruction of compressive sensing MRI using cross-domain stochastically fully connected conditional random fields. BMC Medical Imaging 16: 51 (2016) - [j78]Chenyi Liu, Alexander Wong, Alireza A. Moayed, Paul W. Fieguth, Hongxia Bie, Kostadinka K. Bizheva:
Automatic tracking of pupillary dynamics from in vivo functional optical coherence tomography images. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 4(5): 306-316 (2016) - [j77]R. S. Medeiros, Jacob Scharcanski
, Alexander Wong:
Image segmentation via multi-scale stochastic regional texture appearance models. Comput. Vis. Image Underst. 142: 23-36 (2016) - [j76]Mohammad Javad Shafiee
, Parthipan Siva, Christian Scharfenberger, Paul W. Fieguth, Alexander Wong:
NeRD: A Neural Response Divergence Approach to Visual Saliency Detection. IEEE Signal Process. Lett. 23(10): 1404-1408 (2016) - [j75]Linlin Xu, Alexander Wong, Fan Li, David A. Clausi:
Extraction of Endmembers From Hyperspectral Images Using A Weighted Fuzzy Purified-Means Clustering Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(2): 695-707 (2016) - [j74]Linlin Xu, Mohammad Javad Shafiee, Alexander Wong, David A. Clausi:
Fully Connected Continuous Conditional Random Field With Stochastic Cliques for Dark-Spot Detection In SAR Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(7): 2882-2890 (2016) - [j73]Andrew Cameron, Farzad Khalvati, Masoom A. Haider, Alexander Wong:
MAPS: A Quantitative Radiomics Approach for Prostate Cancer Detection. IEEE Trans. Biomed. Eng. 63(6): 1145-1156 (2016) - [j72]Linlin Xu, Alexander Wong, Fan Li, David A. Clausi:
Intrinsic Representation of Hyperspectral Imagery for Unsupervised Feature Extraction. IEEE Trans. Geosci. Remote. Sens. 54(2): 1118-1130 (2016) - [j71]Ameneh Boroomand
, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Alexander Wong:
Noise-Compensated, Bias-Corrected Diffusion Weighted Endorectal Magnetic Resonance Imaging via a Stochastically Fully-Connected Joint Conditional Random Field Model. IEEE Trans. Medical Imaging 35(12): 2587-2597 (2016) - [j70]Dhanaraja Kasinathan, Alireza Kasaiezadeh, Andy Wong, Amir Khajepour, Shih-Ken Chen, Bakhtiar Litkouhi:
An Optimal Torque Vectoring Control for Vehicle Applications via Real-Time Constraints. IEEE Trans. Veh. Technol. 65(6): 4368-4378 (2016) - [c116]Ahmed Gawish, Christian Scharfenberger, Hongbo Bi, Alexander Wong, Paul W. Fieguth, David A. Clausi:
Robust Non-saliency Guided Watermarking. CRV 2016: 32-36 - [c115]Francis Li, Alexander Wong, John S. Zelek:
Hierarchical Grouping Approach for Fast Approximate RGB-D Scene Flow. CRV 2016: 140-147 - [c114]Audrey G. Chung, Mohammad Javad Shafiee, Alexander Wong:
Image Restoration via Deep-Structured Stochastically Fully-Connected Conditional Random Fields (DSFCRFs) for Very Low-Light Conditions. CRV 2016: 194-200 - [c113]Brendan Chwyl, Audrey G. Chung, Robert Amelard, Jason Deglint, David A. Clausi, Alexander Wong:
Time-Frequency Domain Analysis via Pulselets for Non-contact Heart Rate Estimation from Remotely Acquired Photoplethysmograms. CRV 2016: 201-207 - [c112]Sara Greenberg, Audrey G. Chung, Brendan Chwyl, Alexander Wong:
TIGGER: A Texture-Illumination Guided Global Energy Response Model for Illumination Robust Object Saliency. CRV 2016: 296-302 - [c111]Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong:
Embedded Motion Detection via Neural Response Mixture Background Modeling. CVPR Workshops 2016: 837-844 - [c110]Parthipan Siva, Mohammad Javad Shafiee, Michael Jamieson, Alexander Wong:
Real-Time, Embedded Scene Invariant Crowd Counting Using Scale-Normalized Histogram of Moving Gradients (HoMG). CVPR Workshops 2016: 885-892 - [c109]Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong:
Efficient Deep Feature Learning and Extraction via StochasticNets. CVPR Workshops 2016: 1101-1109 - [c108]Ameneh Boroomand, Edward Li, Mohammad Javad Shafiee, Masoom A. Haider, Farzad Khalvati, Alexander Wong:
A unified Bayesian-based compensated magnetic resonance imaging. EMBC 2016: 1192-1195 - [c107]Farzad Khalvati, Junjie Zhang, Masoom A. Haider, Alexander Wong:
Enhanced dual-stage correlated diffusion imaging. EMBC 2016: 5537-5540 - [c106]Audrey G. Chung, Mohammad Javad Shafiee, Alexander Wong:
Random feature maps via a Layered Random Projection (LARP) framework for object classification. ICIP 2016: 246-250 - [c105]Amir-Hossein Karimi, Mohammad Javad Shafiee, Christian Scharfenberger, I. BenDaya, Shahid A. Haider, N. Talukdar, David A. Clausi, Alexander Wong:
Spatio-temporal saliency detection using abstracted fully-connected graphical models. ICIP 2016: 694-698 - [c104]Brendan Chwyl, Audrey G. Chung, Robert Amelard, Jason Deglint, David A. Clausi, Alexander Wong:
SAPPHIRE: Stochastically acquired photoplethysmogram for heart rate inference in realistic environments. ICIP 2016: 1230-1234 - [c103]Ameneh Boroomand, Hicham Sekkati, Mark Lamm, David A. Clausi, Alexander Wong:
Saliency-guided projection geometric correction using a projector-camera system. ICIP 2016: 2951-2955 - [c102]Farzad Khalvati, Junjie Zhang, Alexander Wong, Masoom A. Haider:
Bag of Bags: Nested Multi Instance Classification for Prostate Cancer Detection. ICMLA 2016: 146-151 - [i25]Parthipan Siva, Mohammad Javad Shafiee, Mike Jamieson, Alexander Wong:
Scene Invariant Crowd Segmentation and Counting Using Scale-Normalized Histogram of Moving Gradients (HoMG). CoRR abs/1602.00386 (2016) - [i24]M. J. Shafiee, Parthipan Siva, Christian Scharfenberger, Paul W. Fieguth, Alexander Wong:
NeRD: a Neural Response Divergence Approach to Visual Salience Detection. CoRR abs/1602.01728 (2016) - [i23]Audrey G. Chung, Mohammad Javad Shafiee, Alexander Wong:
Random Feature Maps via a Layered Random Projection (LaRP) Framework for Object Classification. CoRR abs/1602.01818 (2016) - [i22]Robert Amelard, Richard Lee Hughson, Danielle K. Greaves, Kaylen J. Pfisterer, Jason Leung, David A. Clausi, Alexander Wong:
Non-contact hemodynamic imaging reveals the jugular venous pulse waveform. CoRR abs/1604.05213 (2016) - [i21]Farnoud Kazemzadeh, Alexander Wong:
Laser light-field fusion for wide-field lensfree on-chip phase contrast nanoscopy. CoRR abs/1604.08145 (2016) - [i20]Mohammad Javad Shafiee, Akshaya Kumar Mishra, Alexander Wong:
EvoNet: Evolutionary Synthesis of Deep Neural Networks. CoRR abs/1606.04393 (2016) - [i19]Farnoud Kazemzadeh, Alexander Wong:
Resolution- and throughput-enhanced spectroscopy using high-throughput computational slit. CoRR abs/1606.09072 (2016) - [i18]Robert Amelard, David A. Clausi, Alexander Wong:
A spectral-spatial fusion model for robust blood pulse waveform extraction in photoplethysmographic imaging. CoRR abs/1606.09118 (2016) - [i17]Robert Amelard, David A. Clausi, Alexander Wong:
Spatial probabilistic pulsatility model for enhancing photoplethysmographic imaging systems. CoRR abs/1607.08129 (2016) - [i16]Mohammad Javad Shafiee, Alexander Wong:
Evolutionary Synthesis of Deep Neural Networks via Synaptic Cluster-driven Genetic Encoding. CoRR abs/1609.01360 (2016) - [i15]Prajna Paramita Dash, Akshaya Kumar Mishra, Alexander Wong:
Deep Quality: A Deep No-reference Quality Assessment System. CoRR abs/1609.07170 (2016) - 2015
- [j69]Alexander Wong, Mohammad Javad Shafiee, Parthipan Siva, Xiaoyu Wang:
A Deep-Structured Fully Connected Random Field Model for Structured Inference. IEEE Access 3: 469-477 (2015) - [j68]Alexander Wong, Xiaoyu Wang:
A Bayesian Residual Transform for Signal Processing. IEEE Access 3: 709-717 (2015) - [j67]Audrey G. Chung, Farzad Khalvati, Mohammad Javad Shafiee, Masoom A. Haider, Alexander Wong:
Prostate Cancer Detection via a Quantitative Radiomics-Driven Conditional Random Field Framework. IEEE Access 3: 2531-2541 (2015) - [j66]Alexander Wong, Chenyi Liu, Xiao Wang, Paul W. Fieguth, Hongxia Bie:
Homotopic non-local regularized reconstruction from sparse positron emission tomography measurements. BMC Medical Imaging 15: 10 (2015) - [j65]Farzad Khalvati, Alexander Wong, Masoom A. Haider:
Automated prostate cancer detection via comprehensive multi-parametric magnetic resonance imaging texture feature models. BMC Medical Imaging 15: 27 (2015) - [j64]Dorothy Lui, Amen Modhafar, Masoom A. Haider, Alexander Wong:
Monte Carlo-based noise compensation in coil intensity corrected endorectal MRI. BMC Medical Imaging 15: 43 (2015) - [j63]Matthew Jarman, Andrzej Nowak
, Wojciech Borkowski, David Serfass, Alexander Wong, Robin R. Vallacher:
The Critical Few: Anticonformists at the Crossroads of Minority Opinion Survival and Collapse. J. Artif. Soc. Soc. Simul. 18(1) (2015) - [j62]Shimon Schwartz, Alexander Wong, David A. Clausi:
Optimized sampling distribution based on nonparametric learning for improved compressive sensing performance. J. Vis. Commun. Image Represent. 31: 26-40 (2015) - [j61]Fan Li, Linlin Xu, Alexander Wong, David A. Clausi:
QMCTLS: Quasi Monte Carlo Texture Likelihood Sampling for Despeckling of Complex Polarimetric SAR Images. IEEE Geosci. Remote. Sens. Lett. 12(7): 1566-1570 (2015) - [j60]Fan Li, Linlin Xu, Alexander Wong, David A. Clausi:
Feature Extraction for Hyperspectral Imagery via Ensemble Localized Manifold Learning. IEEE Geosci. Remote. Sens. Lett. 12(12): 2486-2490 (2015) - [j59]Fan Li, Linlin Xu, Parthipan Siva, Alexander Wong, David A. Clausi:
Hyperspectral Image Classification With Limited Labeled Training Samples Using Enhanced Ensemble Learning and Conditional Random Fields. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 2427-2438 (2015) - [j58]Linlin Xu, Fan Li, Alexander Wong, David A. Clausi:
Hyperspectral Image Denoising Using a Spatial-Spectral Monte Carlo Sampling Approach. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8(6): 3025-3038 (2015) - [j57]Robert Amelard
, Jeffrey Glaister, Alexander Wong, David A. Clausi:
High-Level Intuitive Features (HLIFs) for Intuitive Skin Lesion Description. IEEE Trans. Biomed. Eng. 62(3): 820-831 (2015) - [j56]Christian Scharfenberger, Alexander Wong, David A. Clausi:
Structure-Guided Statistical Textural Distinctiveness for Salient Region Detection in Natural Images. IEEE Trans. Image Process. 24(1): 457-470 (2015) - [j55]Mohammad Javad Shafiee, Shahid A. Haider, Alexander Wong, Dorothy Lui, Andrew Cameron, Ameen Modhafar, Paul W. Fieguth, Masoom A. Haider:
Apparent Ultra-High b-Value Diffusion-Weighted Image Reconstruction via Hidden Conditional Random Fields. IEEE Trans. Medical Imaging 34(5): 1111-1124 (2015) - [c101]Tameem Adel, Alexander Wong:
A Probabilistic Covariate Shift Assumption for Domain Adaptation. AAAI 2015: 2476-2482 - [c100]Meng Xi Zhu, Christian Scharfenberger, Alexander Wong, David A. Clausi:
Simultaneous Scene Reconstruction and Auto-Calibration Using Constrained Iterative Closest Point for 3D Depth Sensor Array. CRV 2015: 39-45 - [c99]Francis Li, Edward Li, Mohammad Javad Shafiee, Alexander Wong, John S. Zelek:
Dense Depth Map Reconstruction from Sparse Measurements Using a Multilayer Conditional Random Field Model. CRV 2015: 86-93 - [c98]Devinder Kumar, Alexander Wong, David A. Clausi:
Lung Nodule Classification Using Deep Features in CT Images. CRV 2015: 133-138 - [c97]Linlin Xu, Mohammad Javad Shafiee, Alexander Wong, Fan Li, Lei Wang, David A. Clausi:
Oil spill candidate detection from SAR imagery using a thresholding-guided stochastic fully-connected conditional random field model. CVPR Workshops 2015: 79-86 - [c96]Shahid A. Haider, Christian Scharfenberger, Farnoud Kazemzadeh, Andy Wong, David A. Clausi:
Multi-polarimetric textural distinctiveness for outdoor robotic saliency detection. Intelligent Robots and Computer Vision: Algorithms and Techniques 2015: 94060A - [c95]Thomas Dandres, Nathan Vandromme, Réjean Samson, Yves Lemieux, Glasha Obrekht, Andy Wong, Kim Khoa Nguyen, Mohamed Cheriet:
Consequences of future data centre deployment on North American electricity generation and environmental impacts: a 2015-2030 prospective study. EnviroInfo/ICT4S (2) 2015: 213 - [c94]Dionicio Vasquez, Jacob Scharcanski
, Alexander Wong:
Stochastic color image segmentation using spatial constraints. I2MTC 2015: 35-40 - [c93]Brendan Chwyl, Alexander Wong, David A. Clausi:
Illumination Robust Facial Feature Detection via Decoupled Illumination and Texture Features. ICIAR 2015: 210-217 - [c92]Audrey G. Chung, Christian Scharfenberger, Farzad Khalvati, Alexander Wong, Masoom A. Haider:
Statistical Textural Distinctiveness in Multi-Parametric Prostate MRI for Suspicious Region Detection. ICIAR 2015: 368-376 - [c91]Brendan Chwyl, Audrey G. Chung, Alexander Wong, David A. Clausi:
Specular Reflectance Suppression in Endoscopic Imagery via Stochastic Bayesian Estimation. ICIAR 2015: 385-393 - [c90]Parthipan Siva, Mohammad Javad Shafiee, Francis Li, Alexander Wong:
PIRM: Fast background subtraction under sudden, local illumination changes via probabilistic illumination range modelling. ICIP 2015: 789-792 - [c89]Parthipan Siva, Christian Scharfenberger, Ibrahim Ben Daya, Akshaya Kumar Mishra, Alexander Wong:
Return of grid seams: A superpixel algorithm using discontinuous multi-functional energy seam carving. ICIP 2015: 1334-1338 - [c88]Brendan Chwyl, Audrey G. Chung, F. Y. Li, Alexander Wong, David A. Clausi:
Tiger: A texture-illumination guided energy response model for illumination robust local saliency. ICIP 2015: 1970-1974 - [c87]F. Y. Li, Mohammad Javad Shafiee, Audrey G. Chung, Brendan Chwyl, Farnoud Kazemzadeh, Alexander Wong, John S. Zelek:
High dynamic range map estimation via fully connected random fields with stochastic cliques. ICIP 2015: 2159-2163 - [c86]Mohammad Javad Shafiee, Audrey G. Chung, Alexander Wong, Paul W. Fieguth:
Improved fine structure modeling via guided stochastic clique formation in fully connected conditional random fields. ICIP 2015: 3260-3264 - [c85]Akshaya Kumar Mishra, Christian Scharfenberger, Parthipan Siva, Fan Li, Alexander Wong, David A. Clausi:
DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals. ICIP 2015: 3685-3689 - [c84]Akshaya Kumar Mishra, Christian Scharfenberger, Parthipan Siva, Fan Li, Alexander Wong, David A. Clausi:
DESIRe: Discontinuous energy seam carving for image retargeting via structural and textural energy functionals. ICIP 2015: 3695-3699 - [c83]Daniel S. Cho, Shahid A. Haider, Robert Amelard, Alexander Wong, David A. Clausi:
Quantitative features for computer-aided melanoma classification using spatial heterogeneity of eumelanin and pheomelanin concentrations. ISBI 2015: 59-62 - [c82]Alexander Wong, Farzad Khalvati, Masoom A. Haider:
Dual-stage correlated diffusion imaging. ISBI 2015: 75-78 - [c81]Shahid A. Haider, Mohammad Javad Shafiee, Audrey G. Chung, Farzad Khalvati, Anastasia Oikonomou, Alexander Wong, Masoom A. Haider:
Single-click, semi-automatic lung nodule contouring using hierarchical conditional random fields. ISBI 2015: 1139-1142 - [c80]Sirui Song, Andy Wong, Jan Paul Huissoon, Steven Lake Waslander
:
Autonomous Vehicle Control Near the Limit of Friction. ITSC 2015: 1008-1013 - [c79]Elnaz Barshan, Paul W. Fieguth, Alexander Wong:
Scalable multi-neighborhood learning for convolutional networks. MLSP 2015: 1-6 - [c78]Jeffrey Glaister, Shahid A. Haider, Alexander Wong, David A. Clausi:
Restoration of block-transform compressed images via homotopic regularized sparse reconstruction. Visual Information Processing and Communication 2015: 941005 - [i14]Mohammad Javad Shafiee, Zohreh Azimifar, Alexander Wong:
A Deep-structured Conditional Random Field Model for Object Silhouette Tracking. CoRR abs/1501.00752 (2015) - [i13]Robert Amelard, Christian Scharfenberger, Farnoud Kazemzadeh, Kaylen J. Pfisterer, Bill S. Lin, Alexander Wong, David A. Clausi:
Non-contact transmittance photoplethysmographic imaging (PPGI) for long-distance cardiovascular monitoring. CoRR abs/1503.06775 (2015) - [i12]Mohammad Javad Shafiee, Alexander Wong, Paul W. Fieguth:
Forming A Random Field via Stochastic Cliques: From Random Graphs to Fully Connected Random Fields. CoRR abs/1506.09110 (2015) - [i11]Tameem Adel, Alexander Wong, Daniel W. Stashuk:
A Weakly Supervised Learning Approach based on Spectral Graph-Theoretic Grouping. CoRR abs/1508.00507 (2015) - [i10]Mohammad Javad Shafiee, Parthipan Siva, Alexander Wong:
StochasticNet: Forming Deep Neural Networks via Stochastic Connectivity. CoRR abs/1508.05463 (2015) - [i9]Audrey G. Chung, Mohammad Javad Shafiee, Devinder Kumar, Farzad Khalvati, Masoom A. Haider, Alexander Wong:
Discovery Radiomics for Multi-Parametric MRI Prostate Cancer Detection. CoRR abs/1509.00111 (2015) - [i8]Devinder Kumar, Mohammad Javad Shafiee, Audrey G. Chung, Farzad Khalvati, Masoom A. Haider, Alexander Wong:
Discovery Radiomics for Computed Tomography Cancer Detection. CoRR abs/1509.00117 (2015) - [i7]Mohammad Javad Shafiee, Audrey G. Chung, Devinder Kumar, Farzad Khalvati, Masoom A. Haider, Alexander Wong:
Discovery Radiomics via StochasticNet Sequencers for Cancer Detection. CoRR abs/1511.03361 (2015) - [i6]Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong:
Efficient Deep Feature Learning and Extraction via StochasticNets. CoRR abs/1512.03844 (2015) - [i5]Ameneh Boroomand, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Alexander Wong:
Noise-Compensated, Bias-Corrected Diffusion Weighted Endorectal Magnetic Resonance Imaging via a Stochastically Fully-Connected Joint Conditional Random Field Model. CoRR abs/1512.04636 (2015) - [i4]Jason Deglint, Farnoud Kazemzadeh, Daniel S. Cho, David A. Clausi, Alexander Wong:
Numerical Demultiplexing of Color Image Sensor Measurements via Non-linear Random Forest Modeling. CoRR abs/1512.05421 (2015) - [i3]Mohammad Javad Shafiee, Parthipan Siva, Paul W. Fieguth, Alexander Wong:
Domain Adaptation and Transfer Learning in StochasticNets. CoRR abs/1512.05844 (2015) - [i2]Edward Li, Farzad Khalvati, Mohammad Javad Shafiee, Masoom A. Haider, Alexander Wong:
Sparse Reconstruction of Compressive Sensing MRI using Cross-Domain Stochastically Fully Connected Conditional Random Fields. CoRR abs/1512.07947 (2015) - 2014
- [j54]Chenyi Liu, Alexander Wong, Paul W. Fieguth, Kostadinka K. Bizheva, Hongxia Bie:
Noise-compensated homotopic non-local regularized reconstruction for rapid retinal optical coherence tomography image acquisitions. BMC Medical Imaging 14: 37 (2014) - [j53]Daniel S. Cho, Alexander Wong, Jack P. Callaghan, Justin Yates, David A. Clausi:
Markov-chain Monte Carlo-based image reconstruction for streak artefact reduction on contrast-enhanced computed tomography. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 2(2): 67-75 (2014) - [j52]Khalil Fergani, Dorothy Lui, Christian Scharfenberger, Andy Wong, David A. Clausi:
Hybrid structural and texture distinctiveness vector field convolution for region segmentation. Comput. Vis. Image Underst. 125: 85-96 (2014) - [j51]Arun Das, Michael Diu, Neil Mathew, Christian Scharfenberger, James Servos, Andy Wong, John S. Zelek, David A. Clausi, Steven Lake Waslander
:
Mapping, Planning, and Sample Detection Strategies for Autonomous Exploration. J. Field Robotics 31(1): 75-106 (2014) - [j50]Linlin Xu, Jonathan Li
, Alexander Wong, Junhuan Peng:
K-P-Means: A Clustering Algorithm of K "Purified" Means for Hyperspectral Endmember Estimation. IEEE Geosci. Remote. Sens. Lett. 11(10): 1787-1791 (2014) - [j49]Katharine Andrea Scott, Edward Li, Alexander Wong:
Sea Ice Surface Temperature Estimation Using MODIS and AMSR-E Data Within a Guided Variational Model Along the Labrador Coast. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(9): 3685-3694 (2014) - [j48]Dorothy Lui, Amen Modhafar, Jeffrey Glaister, Alexander Wong, Masoom A. Haider:
Monte Carlo Bias Field Correction in Endorectal Diffusion Imaging. IEEE Trans. Biomed. Eng. 61(2): 368-380 (2014) - [j47]Jeffrey Glaister, Alexander Wong, David A. Clausi:
Segmentation of Skin Lesions From Digital Images Using Joint Statistical Texture Distinctiveness. IEEE Trans. Biomed. Eng. 61(4): 1220-1230 (2014) - [j46]Jeffrey Glaister, Alexander Wong, David A. Clausi:
Despeckling of Synthetic Aperture Radar Images Using Monte Carlo Texture Likelihood Sampling. IEEE Trans. Geosci. Remote. Sens. 52(2): 1238-1248 (2014) - [j45]Farnoud Kazemzadeh, Shahid A. Haider, Christian Scharfenberger, Alexander Wong, David A. Clausi:
Multispectral Stereoscopic Imaging Device: Simultaneous Multiview Imaging From the Visible to the Near-Infrared. IEEE Trans. Instrum. Meas. 63(7): 1871-1873 (2014) - [j44]Dorothy Lui, Christian Scharfenberger, Khalil Fergani, Alexander Wong, David A. Clausi:
Enhanced Decoupled Active Contour Using Structural and Textural Variation Energy Functionals. IEEE Trans. Image Process. 23(2): 855-869 (2014) - [c77]Parthipan Siva, Alexander Wong:
Grid Seams: A Fast Superpixel Algorithm for Real-Time Applications. CRV 2014: 127-134 - [c76]Daniel S. Cho, Shahid A. Haider, Robert Amelard
, Alexander Wong, David A. Clausi:
Physiological characterization of skin lesion using non-linear random forest regression model. EMBC 2014: 3349-3352 - [c75]Andrew Cameron, Amen Modhafar, Farzad Khalvati, Dorothy Lui, Mohammad Javad Shafiee, Alexander Wong, Masoom A. Haider:
Multiparametric MRI prostate cancer analysis via a hybrid morphological-textural model. EMBC 2014: 3357-3360 - [c74]Dorothy Lui, Christian Scharfenberger, Diana E. De Carvalho, Jack P. Callaghan
, Alexander Wong:
Semi-automatic Fisher-Tippett guided active contour for lumbar multifidus muscle segmentation. EMBC 2014: 5530-5533 - [c73]Shahid A. Haider, Daniel S. Cho, Robert Amelard
, Alexander Wong, David A. Clausi:
Enhanced classification of malignant melanoma lesions via the integration of physiological features from dermatological photographs. EMBC 2014: 6455-6458 - [c72]M. J. Shafiee, Alexander Wong, Parthipan Siva, Paul W. Fieguth:
Efficient Bayesian inference using fully connected conditional random fields with stochastic cliques. ICIP 2014: 4289-4293 - [c71]Christian Scharfenberger, Aanchal Jain, Alexander Wong, Paul W. Fieguth:
Image saliency detection via multi-scale statistical non-redundancy modeling. ICIP 2014: 4294-4298 - [c70]Fan Li, Alexander Wong, David A. Clausi:
Comparison of unsupervised segmentation methods for surficial materials mapping in Nunavut, Canada using RADARSAT-2 polarimetric, Landsat-7, and DEM data. IGARSS 2014: 2727-2730 - [c69]Fan Li, Alexander Wong, David A. Clausi:
Comparative study of feature space projection methods for hyperspectral image classification. IGARSS 2014: 3438-3441 - [c68]Fan Li, Alexander Wong, David A. Clausi:
Combining rotation forests and adaboost for hyperspectral imagery classification using few labeled samples. IGARSS 2014: 4660-4663 - [c67]Parthipan Siva, Alexander Wong:
URC: Unsupervised regional clustering of remote sensing imagery. IGARSS 2014: 4938-4941 - [c66]Andy Wong, Amir Khajepour, Shih-Ken Chen, Bakhtiar Litkouhi:
Enhanced electric vehicle efficiency via wheel torque redistribution. ITSC 2014: 2793-2798 - [i1]Alexander Wong, Mohammad Javad Shafiee, Parthipan Siva, Xiaoyu Wang:
A deep-structured fully-connected random field model for structured inference. CoRR abs/1412.6586 (2014) - 2013
- [j43]Alexander Wong, Jeffrey Glaister, Andrew Cameron, Masoom A. Haider:
Correlated diffusion imaging. BMC Medical Imaging 13: 26 (2013) - [j42]Dorothy Lui, Andrew Cameron, Amen Modhafar, Daniel S. Cho, Alexander Wong:
Low-dose computed tomography via spatially adaptive Monte-Carlo reconstruction. Comput. Medical Imaging Graph. 37(7-8): 438-449 (2013) - [j41]Shimon Schwartz, Alexander Wong, David A. Clausi:
Saliency-guided compressive sensing approach to efficient laser range measurement. J. Vis. Commun. Image Represent. 24(2): 160-170 (2013) - [j40]Alexander Wong, Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi:
Sparse Reconstruction of Breast MRI Using Homotopic L0 Minimization in a Regional Sparsified Domain. IEEE Trans. Biomed. Eng. 60(3): 743-752 (2013) - [j39]Jeffrey Glaister, Robert Amelard
, Alexander Wong, David A. Clausi:
MSIM: Multistage Illumination Modeling of Dermatological Photographs for Illumination-Corrected Skin Lesion Analysis. IEEE Trans. Biomed. Eng. 60(7): 1873-1883 (2013) - [j38]Tae Jung Kwon
, Jonathan Li
, Alexander Wong:
ETVOS: An Enhanced Total Variation Optimization Segmentation Approach for SAR Sea-Ice Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 51(2): 925-934 (2013) - [j37]Abhishek Kumar, Frederick Tung, Alexander Wong, David A. Clausi:
A Decoupled Approach to Illumination-Robust Optical Flow Estimation. IEEE Trans. Image Process. 22(10): 4136-4147 (2013) - [c65]Christian Scharfenberger, Alexander Wong, Khalil Fergani, John S. Zelek, David A. Clausi:
Statistical Textural Distinctiveness for Salient Region Detection in Natural Images. CVPR 2013: 979-986 - [c64]Dionicio Vasquez, Jacob Scharcanski
, Alexander Wong, Silvio Crestana:
A novel 3D approach for the extraction of the wetting front in CT images of soil profiles. I2MTC 2013: 1540-1543 - [c63]R. S. Medeiros, Jacob Scharcanski
, Alexander Wong:
Natural scene segmentation based on a stochastic texture region merging approach. ICASSP 2013: 1464-1467 - [c62]R. S. Medeiros, Jacob Scharcanski
, Alexander Wong:
Multi-scale stochastic color texture models for skin region segmentation and gesture detection. ICME Workshops 2013: 1-4 - [c61]Frederick Tung, Alexander Wong:
Polynomial self-similarity for object classification. ICME Workshops 2013: 1-4 - [c60]Robert Amelard, Alexander Wong, Fan Li, David A. Clausi:
Unsupervised classification of sea-ice using synthetic aperture radar via an adaptive texture sparsifying transform. IGARSS 2013: 3958-3961 - [c59]Alexander Wong, Katharine Andrea Scott, Edward Li, Robert Amelard:
Continuous sea ice thickness estimation using a joint MODIS and AMSR-E guided variational model. IGARSS 2013: 4106-4109 - [c58]Robert Amelard, Alexander Wong, David A. Clausi:
Unsupervised classification of agricultural land cover using polarimetric synthetic aperture radar via a sparse texture dictionary model. IGARSS 2013: 4383-4386 - 2012
- [j36]Alexander Wong, Jacob Scharcanski
:
Monte Carlo despeckling of transrectal ultrasound images of the prostate. Digit. Signal Process. 22(5): 768-775 (2012) - [j35]Alexander Wong, Xiaoyu Wang:
Monte Carlo cluster refinement for noise robust image segmentation. J. Vis. Commun. Image Represent. 23(7): 984-994 (2012) - [j34]Alexander Wong:
A Bayesian Theoretic Approach to Multiscale Complex-Phase-Order Representations. IEEE Trans. Image Process. 21(1): 28-40 (2012) - [c57]Shimon Schwartz, Alexander Wong, David A. Clausi:
Multi-Scale Saliency-Guided Compressive Sensing Approach to Efficient Robotic Laser Range Measurements. CRV 2012: 1-8 - [c56]Alexander Wong:
Perceptual Structure Distortion Ratio: An Image Quality Metric Based on Robust Measures of Complex Phase Order. CRV 2012: 56-62 - [c55]Abdullah Hojaij, Adel H. Fakih, Alexander Wong, John S. Zelek:
Difference of Circles Feature Detector. CRV 2012: 63-69 - [c54]Robert Amelard, Alexander Wong, David A. Clausi:
Extracting High-Level Intuitive Features (HLIF) for Classifying Skin Lesions Using Standard Camera Images. CRV 2012: 396-403 - [c53]Jeffrey Glaister, Alexander Wong, David A. Clausi:
Illumination correction in dermatological photographs using multi-stage illumination modeling for skin lesion analysis. EMBC 2012: 102-105 - [c52]Andrew Cameron, Jeffrey Glaister, Alexander Wong, Masoom A. Haider:
Non-parametric Bayesian estimation of apparent diffusion coefficient from diffusion-weighted magnetic resonance imaging data. EMBC 2012: 412-415 - [c51]Jeffrey Glaister, Andrew Cameron, Alexander Wong, Masoom A. Haider:
Quantitative investigative analysis of tumour separability in the prostate gland using ultra-high b-value computed diffusion imaging. EMBC 2012: 420-423 - [c50]Shimon Schwartz, Alexander Wong, David A. Clausi:
Saliency-guided compressive fluorescence microscopy. EMBC 2012: 4365-4368 - [c49]Robert Amelard
, Alexander Wong, David A. Clausi:
Extracting morphological high-level intuitive features (HLIF) for enhancing skin lesion classification. EMBC 2012: 4458-4461 - [c48]Aanchal Jain, Alexander Wong, Paul W. Fieguth:
Saliency detection via statistical non-redundancy. ICIP 2012: 1073-1076 - [c47]Abhishek Kumar, Alexander Wong, Paul W. Fieguth, David A. Clausi:
Multi-scale tensor vector field active contour. ICIP 2012: 2557-2560 - 2011
- [j33]Xiaoyu Wang, Alexander Wong, Pin-Han Ho:
Stochastic Medium Access for Cognitive Radio Ad Hoc Networks. IEEE J. Sel. Areas Commun. 29(4): 770-783 (2011) - [j32]Wen Zhang, Alexander Wong, Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi:
Efficient Globally Optimal Registration of Remote Sensing Imagery via Quasi-Random Scale-Space Structural Correlation Energy Functional. IEEE Geosci. Remote. Sens. Lett. 8(5): 997-1001 (2011) - [j31]Alexander Wong, Akshaya Kumar Mishra, Wen Zhang, Paul W. Fieguth, David A. Clausi:
Stochastic image denoising based on Markov-chain Monte Carlo sampling. Signal Process. 91(8): 2112-2120 (2011) - [j30]Michael Frankovich, Alexander Wong:
Enhanced Seam Carving via Integration of Energy Gradient Functionals. IEEE Signal Process. Lett. 18(6): 375-378 (2011) - [j29]Alexander Wong, Akshaya Kumar Mishra:
Quasi-Monte Carlo Estimation Approach for Denoising MRI Data Based on Regional Statistics. IEEE Trans. Biomed. Eng. 58(4): 1076-1083 (2011) - [j28]Ying Liu, Alexander Wong, Paul W. Fieguth:
Synthesis of Remote Sensing Label Fields Using a Tree-Structured Hierarchical Model. IEEE Trans. Geosci. Remote. Sens. 49(6-1): 2060-2070 (2011) - [j27]Alexander Wong, Jacob Scharcanski
:
Fisher-Tippett Region-Merging Approach to Transrectal Ultrasound Prostate Lesion Segmentation. IEEE Trans. Inf. Technol. Biomed. 15(6): 900-907 (2011) - [j26]Alexander Wong, Jacob Scharcanski
, Paul W. Fieguth:
Automatic Skin Lesion Segmentation via Iterative Stochastic Region Merging. IEEE Trans. Inf. Technol. Biomed. 15(6): 929-936 (2011) - [c46]Alexander Wong:
Robust control point detection for aerial synthetic aperture radar via a logarithmic quasi-random scale space framework. CVPR Workshops 2011: 7-12 - [c45]Namrata Bandekar, Alexander Wong, David A. Clausi, Maud Gorbet
:
A novel approach to automated cell counting for studying human corneal epithelial cells. EMBC 2011: 5997-6000 - [c44]Alexander Wong:
Constrained Bayesian streak artifact reduction approach for contrast enhanced computed tomography imaging of the intervertebral disc. EMBC 2011: 8487-8490 - [c43]Ying Liu, Alexander Wong, Paul W. Fieguth:
A structure-guided conditional sampling model for video resolution enhancement. ICIP 2011: 1169-1172 - [c42]Akshaya Kumar Mishra, Alexander Wong, Paul W. Fieguth, David A. Clausi:
Multi-scale 3D representation via volumetric quasi-random scale space. ICIP 2011: 2105-2108 - [c41]Abhishek Kumar, Alexander Wong, Akshaya Kumar Mishra, David A. Clausi, Paul W. Fieguth:
Tensor vector field based active contours. ICIP 2011: 2833-2836 - [c40]Angus Leigh, Alexander Wong, David A. Clausi, Paul W. Fieguth:
Comprehensive Analysis on the Effects of Noise Estimation Strategies on Image Noise Artifact Suppression Performance. ISM 2011: 97-104 - [c39]Jeffrey Glaister, Calvin Chan, Michael Frankovich, Adrian Tang, Alexander Wong:
Hybrid Video Compression Using Selective Keyframe Identification and Patch-Based Super-Resolution. ISM 2011: 105-110 - [c38]M. J. Shafiee, Zohreh Azimifar, Alexander Wong, Paul W. Fieguth:
A Novel Hierarchical Model-Based Frame Rate Up-Conversion via Spatio-temporal Conditional Random Fields. ISM 2011: 228-232 - [c37]Calvin Chan, Alexander Wong:
Shot Boundary Detection Using Genetic Algorithm Optimization. ISM 2011: 327-332 - 2010
- [b1]Alexander Wong:
Probabilistic complex phase representation objective function for multimodal image registration. University of Waterloo, Ontario, Canada, 2010 - [j25]Xiaoyu Wang, Alexander Wong, Pin-Han Ho:
Spectrum Sensing in Cognitive Radio Using a Markov-Chain Monte-Carlo Scheme. IEEE Commun. Lett. 14(9): 830-832 (2010) - [j24]Jacob Scharcanski
, Luciano Silva da Silva, David Koff, Alexander Wong:
Interactive Modeling and Evaluation of Tumor Growth. J. Digit. Imaging 23(6): 755-768 (2010) - [j23]Andy Wong, Erhan Kozan
:
Optimization of container process at seaport terminals. J. Oper. Res. Soc. 61(4): 658-665 (2010) - [j22]Alexander Wong, Peter Yu, Wen Zhang, David A. Clausi:
IceSynth II: Synthesis of SAR Sea-Ice Imagery Using Region-Based Posterior Sampling. IEEE Geosci. Remote. Sens. Lett. 7(2): 348-351 (2010) - [j21]Alexander Wong, David A. Clausi, Paul W. Fieguth:
CPOL: Complex phase order likelihood as a similarity measure for MR-CT registration. Medical Image Anal. 14(1): 50-57 (2010) - [j20]Frederick Tung, Alexander Wong, David A. Clausi:
Enabling scalable spectral clustering for image segmentation. Pattern Recognit. 43(12): 4069-4076 (2010) - [j19]Alexander Wong, David A. Clausi:
AISIR: Automated inter-sensor/inter-band satellite image registration using robust complex wavelet feature representations. Pattern Recognit. Lett. 31(10): 1160-1167 (2010) - [j18]Akshaya Kumar Mishra, Alexander Wong, David A. Clausi, Paul W. Fieguth:
Quasi-random nonlinear scale space. Pattern Recognit. Lett. 31(13): 1850-1859 (2010) - [j17]Akshaya Kumar Mishra, Alexander Wong:
KPAC: A Kernel-Based Parametric Active Contour Method for Fast Image Segmentation. IEEE Signal Process. Lett. 17(3): 312-315 (2010) - [j16]Alexander Wong, Akshaya Kumar Mishra:
Generalized Probabilistic Scale Space for Image Restoration. IEEE Trans. Image Process. 19(10): 2774-2780 (2010) - [j15]Alexander Wong:
An adaptive Monte Carlo approach to phase-based multimodal image registration. IEEE Trans. Inf. Technol. Biomed. 14(1): 173-179 (2010) - [j14]Xiaoyu Wang, Alexander Wong, Pin-Han Ho:
Extended Knowledge-Based Reasoning Approach to Spectrum Sensing for Cognitive Radio. IEEE Trans. Mob. Comput. 9(4): 465-478 (2010) - [j13]Xiaoyu Wang, Alexander Wong, Pin-Han Ho:
Dynamically optimized spatiotemporal prioritization for spectrum sensing in cooperative cognitive radio. Wirel. Networks 16(4): 889-901 (2010) - [c36]Alexander Wong, Akshaya Kumar Mishra, David A. Clausi, Paul W. Fieguth:
Quasi-Random Scale Space Approach to Robust Keypoint Extraction in High-Noise Environments. CRV 2010: 25-31 - [c35]Akshaya Kumar Mishra, Alexander Wong, David A. Clausi, Paul W. Fieguth:
A Bayesian Information Flow Approach to Image Segmentation. CRV 2010: 301-308 - [c34]Alexander Wong, Akshaya Kumar Mishra, David A. Clausi, Paul W. Fieguth:
Mammogram Image Superresolution Based on Statistical Moment Analysis. CRV 2010: 339-346 - [c33]Ying Liu, Alexander Wong, Paul W. Fieguth:
Remote sensing image synthesis. IGARSS 2010: 2467-2470 - [c32]Alexander Wong, Paul W. Fieguth:
A new Bayesian source separation approach to blind decorrelation of SAR data. IGARSS 2010: 4035-4038
2000 – 2009
- 2009
- [j12]Alexander Wong:
Pecsi: a Practical Perceptually-Enhanced Compression Framework for Still Images. Int. J. Image Graph. 9(4): 511-529 (2009) - [j11]Alexander Wong, Paul W. Fieguth:
Fast phase-based registration of multimodal image data. Signal Process. 89(5): 724-737 (2009) - [j10]Liangbin Pan, Xindong Song
, Guangxin Xiang, Andy Wong, Wanli Xing, Jing Cheng:
First-Spike Rank Order as a Reliable Indicator of Burst Initiation and Its Relation With Early-to-Fire Neurons. IEEE Trans. Biomed. Eng. 56(6): 1673-1682 (2009) - [j9]Alexander Wong:
Alignment of Confocal Scanning Laser Ophthalmoscopy Photoreceptor Images at Different Polarizations Using Complex Phase Relationships. IEEE Trans. Biomed. Eng. 56(7): 1831-1837 (2009) - [j8]Alexander Wong, Akshaya Kumar Mishra, Justin Yates, Paul W. Fieguth, David A. Clausi, Jack P. Callaghan:
Intervertebral Disc Segmentation and Volumetric Reconstruction From Peripheral Quantitative Computed Tomography Imaging. IEEE Trans. Biomed. Eng. 56(11): 2748-2751 (2009) - [j7]Alexander Wong, Jacob Scharcanski
:
Phase-Adaptive Superresolution of Mammographic Images Using Complex Wavelets. IEEE Trans. Image Process. 18(5): 1140-1146 (2009) - [j6]Alexander Wong, Jeff Orchard:
Robust Multimodal Registration Using Local Phase-Coherence Representations. J. Signal Process. Syst. 54(1-3): 89-100 (2009) - [c31]Xiaoyu Wang, Alexander Wong, Pin-Han Ho:
Stochastic Channel Prioritization for Spectrum Sensing in Cooperative Cognitive Radio. CCNC 2009: 1-6 - [c30]Wen Zhang, Alexander Wong, David A. Clausi:
JEDI: Adaptive Stochastic Estimation for Joint Enhancement and Despeckling of Images for SAR. CRV 2009: 101-107 - [c29]Alexander Wong, David A. Clausi, Paul W. Fieguth:
Adaptive Monte Carlo Retinex Method for Illumination and Reflectance Separation and Color Image Enhancement. CRV 2009: 108-115 - [c28]Alexander Wong, Wen Zhang, David A. Clausi:
IceSynth: An Image Synthesis System for Sea-Ice Segmentation Evaluation. CRV 2009: 178-183 - [c27]Alexander Wong, David A. Clausi, Paul W. Fieguth:
SEC: Stochastic Ensemble Consensus Approach to Unsupervised SAR Sea-Ice Segmentation. CRV 2009: 299-305 - [c26]Xiaoyu Wang, Alexander Wong, Pin-Han Ho:
Prioritized spectrum sensing in cognitive radio based on spatiotemporal statistical fusion. WCNC 2009: 1392-1397 - 2008
- [j5]Alexander Wong, William D. Bishop
:
Efficient least squares fusion of MRI and CT images using a phase congruency model. Pattern Recognit. Lett. 29(3): 173-180 (2008) - [j4]Alexander Wong:
Adaptive bilateral filtering of image signals using local phase characteristics. Signal Process. 88(6): 1615-1619 (2008) - [j3]Alexander Wong, Jeff Orchard:
Efficient FFT-Accelerated Approach to Invariant Optical-LIDAR Registration. IEEE Trans. Geosci. Remote. Sens. 46(11): 3917-3925 (2008) - [c25]Alexander Wong:
An Iterative Approach to Improved Local Phase Coherence Estimation. CRV 2008: 301-307 - [c24]Alexander Wong, Paul W. Fieguth, David A. Clausi:
A perceptually adaptive approach to image denoising using anisotropic non-local means. ICIP 2008: 537-540 - [c23]Alexander Wong:
Illumination invariant active contour-based segmentation using complex-valued wavelets. ICIP 2008: 1089-1091 - [c22]Jeff Orchard, Mehran Ebrahimi
, Alexander Wong:
Efficient nonlocal-means denoising using the SVD. ICIP 2008: 1732-1735 - [c21]Alexander Wong, Jeff Orchard:
A nonlocal-means approach to exemplar-based inpainting. ICIP 2008: 2600-2603 - [c20]Alexander Wong:
Simultaneous multi-modal registration of multiple images based on multi-dimensional joint phase moment distributions. ICPR 2008: 1-4 - [c19]Alexander Wong, David A. Clausi, Paul W. Fieguth:
Phase-adaptive image signal fusion using complex-valued wavelets. ICPR 2008: 1-4 - [c18]Alexander Wong, Akshaya Kumar Mishra, Paul W. Fieguth, David A. Clausi:
An adaptive Monte Carlo approach to nonlinear image denoising. ICPR 2008: 1-4 - [c17]Akshaya Kumar Mishra, Alexander Wong, David A. Clausi, Paul W. Fieguth:
Adaptive Nonlinear Image Denoising and Restoration Using a Cooperative Bayesian Estimation Approach. ICVGIP 2008: 621-627 - [c16]Alexander Wong, William D. Bishop:
Robust Hough-Based Symbol Recognition Using Knowledge-Based Hierarchical Neural Networks. IPCV 2008: 3-9 - [c15]Alexander Wong, William D. Bishop:
Efficient and Robust Approach to Simultaneous Non-Rigid Registration and Gamma Estimation in the Frequency Domain. IPCV 2008: 278-284 - [c14]Alexander Wong, William D. Bishop
:
Deblocking of Block-Transform Compressed Images Using Phase-Adaptive Shifted Thresholding. ISM 2008: 97-103 - [c13]Alexander Wong, William D. Bishop
:
Robust Edge Detection Based on Non-local Contribution of Local Frequency Characteristics. ISM 2008: 119-123 - 2007
- [j2]Alexander Wong, William D. Bishop:
Practical Perceptually Adaptive Color Texture Map Compression for 3D Video Games. J. Game Dev. 2(4): 5-23 (2007) - [j1]Alexander Wong, David A. Clausi:
ARRSI: Automatic Registration of Remote-Sensing Images. IEEE Trans. Geosci. Remote. Sens. 45(5-2): 1483-1493 (2007) - [c12]Alexander Wong, Andrew A. Kennings:
Adaptive multiple texture approach to texture packing for 3D video games. Future Play 2007: 189-196 - [c11]Alexander Wong, William D. Bishop:
Simultaneous Gamma Correction and Registration in the Frequency Domain. IPCV 2007: 145-151 - [c10]Alexander Wong, William D. Bishop
:
Robust Invariant Descriptor for Symbol-Based Image Recognition and Retrieval. ICSC 2007: 637-644 - [c9]Alexander Wong, William D. Bishop:
Backwards Compatible, Multi-Level Regions-of-Interest (ROI) Image Encryption Architecture with Biometric Authentication. SIGMAP 2007: 324-329 - [c8]Alexander Wong, William D. Bishop:
Adaptive large scale artifact reduction in edge-based image super-resolution. SIP 2007: 225-229 - 2006
- [c7]Alexander Wong, William D. Bishop
:
Expert Knowledge Based Automatic Regions-of-Interest (ROI) Selection in Scanned Documents for Digital Image Encryption. CRV 2006: 51 - [c6]Alexander Wong, William D. Bishop
:
A Flexible Content-Based Approach to Adaptive Image Compression. ICME 2006: 713-716 - [c5]Alexander Wong, Jeff Orchard:
Efficient and Robust Non-Rigid Least-Squares Rectification of Medical Images. IPCV 2006: 67-73 - [c4]Alexander Wong, William D. Bishop, Jeff Orchard:
Efficient Multi-Modal Least-Squares Alignment of Medical Images Using Quasi-Orientation Maps. IPCV 2006: 74-80 - [c3]Alexander Wong, William D. Bishop
:
Adaptive Perceptual Degradation Based on Video Usage. ISM 2006: 541-548 - [c2]Alexander Wong, William D. Bishop
:
Practical Content-Adaptive Subsampling for Image and Video Compression. ISM 2006: 667-673 - 2004
- [c1]Alexander Wong:
From Science to Start-Up - The VC Landscape for Emerging Technologies. ICMENS 2004: 608-609
Coauthor Index
[c201] [i215] [j130] [i184] [j126] [j125] [j124] [j123] [c186] [i168] [j118] [c174] [i137] [i118] [j105] [j104] [j100] [j98] [c151] [c140] [i83] [i77] [i71] [j92] [j91] [c135] [c134] [j87] [j86] [j85] [j84] [j83] [c130] [c125] [c122] [j82] [j75] [j74] [j72] [c116] [c113] [c105] [c104] [c103] [i22] [i18] [i17] [j62] [j61] [j60] [j59] [j58] [j57] [j56] [c100] [c98] [c97] [c96] [c93] [c91] [c88] [c85] [c84] [c83] [c78] [i13] [i4] [j53] [j52] [j51] [j47] [j46] [j45] [j44] [c76] [c73] [c70] [c69] [c68] [j41] [j40] [j39] [j37] [c65] [c60] [c58] [c57] [c54] [c53] [c50] [c49] [c47] [j32] [j31] [c45] [c42] [c41] [c40] [j22] [j21] [j20] [j19] [j18] [c36] [c35] [c34] [j8] [c30] [c29] [c28] [c27] [c24] [c19] [c18] [c17] [j1]
Jason Deglint
aka: Jason L. Deglint
aka: Jason L. Deglint
[j115] [i108] [c157] [c156] [i75] [j90] [c136] [c133] [i53] [i40] [i39] [j88] [c126] [i31] [j78] [j76] [c116] [c111] [c109] [i24] [j66] [j55] [c86] [c79] [i12] [i6] [i3] [j54] [c72] [c71] [j40] [c48] [c47] [j32] [j31] [j28] [j26] [c43] [c42] [c41] [c40] [c38] [j21] [j18] [c36] [c35] [c34] [c33] [c32] [j11] [j8] [c29] [c27] [c24] [c19] [c18] [c17]