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ORCIDGlobalSIP 2018: Anaheim, CA, USA
- 2018 IEEE Global Conference on Signal and Information Processing, GlobalSIP 2018, Anaheim, CA, USA, November 26-29, 2018. IEEE 2018, ISBN 978-1-7281-1295-4
GS-L.1: Image Restoration and Reconstruction
- Dong Hye Ye, Gregery T. Buzzard
, Max Ruby, Charles A. Bouman:
Deep Back Projection for Sparse-View CT Reconstruction. 1-5 - Hani Almansouri, S. V. Venkatakrishnan, Gregery T. Buzzard, Charles A. Bouman, Hector J. Santos-Villalobos:
Deep Neural Networks for Non-Linear Model-Based Ultrasound Reconstruction. 6-10 - V. S. Unni, Sanjay Ghosh, Kunal N. Chaudhury:
Linearized ADMM and Fast Nonlocal Denoising for Efficient Plug-and-Play Restoration. 11-15 - Takahiro Nagata, Satoshi Motohashi, Tomio Goto:
Blind Image Restoration of Blurred Images Using Failing Detection Process. 16-20
GS-L.2: Image and Video Enhancement
- Deepak Dhillon, Rajlaxmi Chouhan:
Noise-Aided Edge-Preserving Image Denoising Using Non-Local Means with Stochastic Resonance. 21-25 - Sanjay Ghosh, Kunal N. Chaudhury:
Color Bilateral Filtering Using Stratified Fourier Sampling. 26-30 - Zhuang Xiong, Xiaoming Tao, Nan Zhao, Baihong Lin:
Single Image Super-Resolution Using a Non-Local 3D Convolutional Neural Network. 31-35 - Yusuke Nakahara, Takuro Yamaguchi, Masaaki Ikehara:
Single Image Super-Resolution with Limited Number of Filters. 36-40 - Yang Zhou, Xiaohong Liu, Lei Chen, Jiying Zhao:
Video Super-Resolution via Dynamic Local Filter Network. 41-45
GS-L.3: Machine Learning for Signal Processing
- Tiannan Dong, Jianji Wang, Meng Yang, Kai Yi, Nanning Zheng:
Affine LBG for Codebook Training of Univariate Linear Representation. 46-50 - Samrat Nath, Jingxian Wu:
Bayesian Quickest Change Point Detection with Multiple Candidates of Post-Change Models. 51-55 - Seyedehsara Nayer, Namrata Vaswani:
Phaseless Subspace Tracking. 56-60 - Babak Barazandeh, Meisam Razaviyayn:
On the Behavior of the Expectation-Maximization Algorithm for Mixture Models. 61-65 - Rui Xie, Fangyu Li, Zengyan Wang, Wen-Zhan Song:
Large Scale Randomized Learning Guided by Physical Laws with Applications in Full Waveform Inversion. 66-70
GS-L.4: Localization in Wireless Networks
- Giuseppe Abreu, Alireza Ghods:
Hybrid Wireless Localization via Complex-domain Isometric Embedding. 71-75 - Giuseppe Abreu, Alireza Ghods:
Turbo MRC-SMDS: Low-complexity Cooperative Localization from Hybrid Information. 76-80 - Shunan Jiang, Wenqiang Pu, Zhi-Quan Luo:
Optimal Asynchronous Multi-Sensor Registration in 3 Dimensions. 81-85 - Jeffrey D. Poston:
Toward Tracking Multiple Building Occupants by Footstep Vibrations. 86-90
GS-L.5: Image-Based Quality Assessment and Performance Analysis
- Anustup Choudhury, Scott Daly:
HDR Image Quality Assessment Using Machine-Learning Based Combination of Quality Metrics. 91-95 - Yasuko Sugito, Marcelo Bertalmío:
Performance Evaluation of Objective Quality Metrics on HLG-Based HDR Image Coding. 96-100 - Oguzhan Fatih Kar, Alper Gungor, Serhat Ilbey, Can Baris Top, H. Emre Guven:
A Performance Analysis on the Optimal Number of Measurements for Coded Compressive Imaging. 101-105 - Yasitha Warahena Liyanage, Mengfan Yao, Christopher Yong, Daphney-Stavroula Zois, Charalampos Chelmis:
What Matters the Most? Optimal Quick Classification of Urban Issue Reports by Importance. 106-110
GS-L.6: Signal Processing Theory and Methods I
- Liyan Xie, George V. Moustakides, Yao Xie:
First-Order Optimal Sequential Subspace Change-Point Detection. 111-115 - Steven Sandoval, Matthew Bredin, Phillip L. De Leon:
Dominant Component Tracking for Empirical Mode Decomposition using A Hidden Markov Model. 116-120 - Israel A. Arriaga-Trejo, Arindam Bose, Aldo G. Orozco-Lugo, Mojtaba Soltanalian:
Design of Unimodular Sequence Sets with Good Correlation and Complementary Correlation Properties. 121-125 - Taposh Banerjee, Gene T. Whipps, Prudhvi Gurram, Vahid Tarokh:
Cyclostationary Statistical Models and Algorithms for Anomaly Detection Using Multi-Modal Data. 126-130
GS-L.7: Compressive Sensing and Sparsity Theory
- Lakshmi Narasimhan Theagarajan:
Sketching Discrete Valued Sparse Matrices. 131-135 - Sharmin Kibria, Jinsub Kim:
Joint Sparse Recovery: Does Diversifying Sensing Matrices Help? 136-140 - Pakshal Bohra, Ajit Rajwade:
Poisson Low-Rank Matrix Recovery Using the Anscombe Transform. 141-145 - Wei Chen:
A Nonconvex Algorithm for Simultaneously Sparse and Low-Rank Matrix Reconstruction. 146-150 - Chinmay Talegaonkar, Ajit Rajwade:
Performance Bounds for Tractable Poisson Denoisers with Principled Parameter Tuning. 151-155
GS-P.1: Massive MIMO
- Malong Ke, Zhen Gao, Yongpeng Wu, Xiangming Meng:
Compressive Massive Random Access for Massive Machine-Type Communications (mMTC). 156-160 - Lorenzo Miretti, Renato L. G. Cavalcante, Slawomir Stanczak:
Downlink Channel Spatial Covariance Estimation in Realistic FDD Massive MIMO Systems. 161-165 - Xiaoyu Zhang, Xuanfeng Li, Yong Zhou, Hua Qian, Xiliang Luo:
How to Exploit Mobility to Mitigate Pilot Contamination? 166-170 - Jose P. Gonzalez-Coma, Pedro Suárez-Casal, Paula Maria Castro, Luis Castedo, Michael Joham:
Channel Covariance Identification in FDD Massive MIMO Systems. 171-175 - Sergi Liesegang, Olga Muñoz, Antonio Pascual-Iserte:
Interference Statistics Approximations for Data Rate Analysis in Uplink Massive MTC. 176-180 - Mojtaba Mahdavi, Ove Edfors, Viktor Öwall, Liang Liu:
A Low Complexity Massive MIMO Detection Scheme Using Angular-Domain Processing. 181-185
GS-P.2: Wireless Communications
- Bingqi Zhang, Chen Gong, Shangbin Li, Zhengyuan Xu:
Constellation Design for LED-based Full-Duplex VLC. 186-190 - Neeraj Varshney, Prabhat Kumar Sharma, Mohamed-Slim Alouini:
Opportunistic Scheduling in Underlay Cognitive Radio Based Systems: User Selection Probability Analysis. 191-195 - Jiawei Liu, Mohammad Saquib:
Transmission Design for a Joint MIMO Radar and MU-MIMO Downlink Communication System. 196-200 - Hiroki Iimori, Giuseppe Abreu, George C. Alexandropoulos:
Full-Duplex Transmission Optimization for Bi-directional MIMO links with QoS Guarantees. 201-205 - Ashok Bandi, Shankar Mysore Rama R. Bhavani, Sina Maleki, Symeon Chatzinotas, Björn E. Ottersten:
A Novel Approach to Joint User Selection and Precoding for Multiuser MISO Downlink Channels. 206-210
GS-P.3: Speech and Audio Signal Processing
- Hala As'ad, Martin Bouchard, A. Homayoun Kamkar-Parsi:
Adaptive Differential Microphone Array with Distortionless Response at Arbitrary Directions for Hearing Aid Applications. 211-215 - Aditya Raikar, Sourya Basu, Rajesh M. Hegde:
Single Channel Joint Speech Dereverberation and Denoising Using Deep Priors. 216-220 - Hanwook Chung, Eric Plourde, Benoît Champagne:
A Supervised Multi-Channel Speech Enhancement Algorithm Based on Bayesian NMF Model. 221-225 - Gabriel Mittag, Sebastian Möller:
Single-Ended Packet Loss Rate Estimation of Transmitted Speech Signals. 226-230 - Nobutaka Ito, Tomohiro Nakatani:
Multiplicative Updates and Joint Diagonalization Based Acceleration for Under-Determined BSS Using a Full-Rank Spatial Covariance Model. 231-235
GS-P.4: Radar/Sonar/DOA Estimation
- Pietro Stinco, Alessandra Tesei, Alain Maguer, Fabrizio Ferraioli, Valerio Latini, Luca Pesa:
Sub-Bands Beam-Space Adaptive Beamformer for Port-Starboard Rejection in Triplet Sonar Arrays. 236-240 - Raied Caromi, Michael R. Souryal, Wen-Bin Yang:
Detection of Incumbent Radar in the 3.5 GHZ CBRS Band. 241-245 - Zhe Zhang, Xiang Chen, Zhi Tian:
A Hybrid Neural Network Framework and Application to Radar Automatic Target Recognition. 246-250 - Batu K. Chalise, Yimin D. Zhang, Braham Himed:
Compressed Sensing Based Joint DOA and Polarization Angle Estimation for Sparse Arrays with Dual-Polarized Antennas. 251-255 - Hui Chen, Tarig Ballal, Tareq Y. Al-Naffouri:
Fast Phase-Difference-Based DOA Estimation Using Random Ferns. 256-260 - Seifallah Jardak, Sajid Ahmed, Mohamed-Slim Alouini:
Generation of Correlated PSK Waveforms Using Complex Gaussian Random Variables. 261-265
GS-P.5: Signal Processing Theory and Methods II
- Hanwei Wu, Qiwen Wang, Markus Flierl:
Prediction-Based Similarity Identification for Autoregressive Processes. 266-270 - Ali Zeineddine, Stéphane Paquelet, M. Kanj, Christophe Moy, Amor Nafkha, Pierre-Yves Jezequel:
Reconfigurable Newton Structure for Sample Rate Conversion. 271-275 - Chin-Yun Yu, Li Su:
Multi-Layered Cepstrum for Instantaneous Frequency Estimation. 276-280 - Steven Sandoval, Matthew Bredin, Phillip L. De Leon:
Using Linear Prediction to Mitigate End Effects in Empirical Mode Decomposition. 281-285 - Arvind Prasadan, Raj Rao Nadakuditi:
The Finite Sample Performance of Dynamic Mode Decomposition. 286-290 - Yanbo Wang, Zhi Tian, Yue Wang:
A Measurement-Efficient Low-Rank Matrix Recovery Approach. 291-295 - Hayoung Choi, Xuming Song, Yuanming Shi:
Randomized Method for Estimating the Von Neumann Entropy of Large-Scale Density Matrices. 296-300 - Anuva Kulkarni, Franz Franchetti, Jelena Kovacevic:
Large-Scale Algorithm Design for Parallel FFT-based Simulations on GPUs. 301-305 - Evangelia Pantraki, Constantine Kotropoulos:
Face Aging as Image-to-Image Translation Using Shared-Latent Space Generative Adversarial Networks. 306-310 - Hamed Yazdanpanah, José Antonio Apolinário, Paulo S. R. Diniz, Markus V. S. Lima:
l0-Norm Feature LMS Algorithms. 311-315
GS-P.6: Compressed Sensing, Sparsity Analysis and Applications
- Chandrika Kamath, Ya-Ju Fan:
Compressing Unstructured Mesh Data Using Spline Fits, Compressed Sensing, and Regression Methods. 316-320 - Dhruv Shah, Alankar Kotwal, Ajit Rajwade:
Designing Constrained Projections for Compressed Sensing: Mean Errors and Anomalies with Coherence. 321-325 - Himanshu Pandotra, Eeshan Malhotra, Ajit Rajwade, Karthik S. Gurumoorthy:
Signal Recovery in Perturbed Fourier Compressed Sensing. 326-330 - Tao Jiang, Yuanming Shi:
Sparse and Low-Rank Optimization for Pliable Index Coding. 331-335 - Osman Musa, Peter Jung, Norbert Goertz:
Generalized Approximate Message Passing for Unlimited Sampling of Sparse Signals. 336-340 - Daniel Franz, Volker Kühn:
Vector Approximate Message Passing for Quantized Compressed Sensing. 341-345 - Nam Yul Yu:
A Novel Greedy Algorithm for Joint Sparse Recovery Through Information Transfer. 346-350 - Zahra Sabetsarvestani, Francesco Renna, Franz J. Király, Miguel R. D. Rodrigues:
Source Separation in the Presence of Side Information: Necessary and Sufficient Conditions for Reliable De-Mixing. 351-355 - M. Salman Asif, Chinmay Hegde:
Phase Retrieval for Signals in Union of Subspaces. 356-359
States GS-P.7: Image and Video Processing for Applications
- Biao Ma, Amy R. Reibman:
A Perceptually-Inspired 2D Video Stability Estimator. 360-364 - Ying Ma, Bing Ouyang, Stephanie Farrington, Shujian Yu, John Reed, José C. Príncipe:
Joint Image Segmentation and Classification with Application to Cluttered Coral Images. 365-369 - Gaoang Wang, Jenq-Neng Hwang, Yiling Xu, Farron Wallace, Craig S. Rose:
Coarse-To-Fine Segmentation Refinement and Missing Shape Recovery for Halibut Fish. 370-374 - Yiping Duan, Xiaoming Tao, Mai Xu, Chaoyi Han, Jianhua Lu:
GAN-NL: Unsupervised Representation Learning for Remote Sensing Image Classification. 375-379 - Rui Ishiyama, Toru Takahashi, Kengo Makino, Yuta Kudo:
Fast Image Matching Based on Fourier-Mellin Phase Correlation for Tag-Less Identification of Mass-Produced Parts. 380-384 - Burak Kakillioglu, Ayesha Ahmad, Senem Velipasalar:
Object Classification from 3D Volumetric Data with 3D Capsule Networks. 385-389 - Keming Cao, Yi Xu, Pamela C. Cosman:
Patch-Aware Averaging Filter for Scaling in Point Cloud Compression. 390-394
GS-P.8: Neural Networks for Image and Video Processing
- Jian Zheng, Yifan Wang, Xiaonan Zhang, Xiaohua Li:
Classification of Severely Occluded Image Sequences via Convolutional Recurrent Neural Networks. 395-399 - Arun Asokan Nair, Luoluo Liu, Akshay Rangamani, Peter Chin, Muyinatu A. Lediju Bell, Trac D. Tran:
Reconstruction-Free Deep Convolutional Neural Networks for Partially Observed Images. 400-404 - Gregory Canal, Sivabalan Manivasagam, Shaoheng Liang, Christopher J. Rozell:
Interactive Object Segmentation with Noisy Binary Inputs. 405-409 - Xiao Hu, Xiaoqiang Guo, Zhuqing Jiang, Yun Zhou, Zixuan Yang:
Person Re-Identification by Refined Attribute Prediction and Weighted Multi-Part Constraints. 410-414 - Xiao Hu, Xiaoqiang Guo, Zhuqing Jiang, Yun Zhou, Zixuan Yang:
Region-Partition Based Bilinear Fusion Network for Person Re-Identification. 415-419
BIO-L.1: Signal Processing for Rehabilitation & Assistive Systems
- Ana P. Costa, Jakob S. Møller, Helle K. Iversen, Sadasivan Puthusserypady:
Adaptive CSP for User Independence in MI-BCI Paradigm for Upper Limb Stroke Rehabilitation. 420-423 - Mahsa Khosravi, Seyed Farokh Atashzar, Greydon Gilmore, Mandar S. Jog, Rajni V. Patel:
Electrophysiological Signal Processing for Intraoperative Localization of Subthalamic Nucleus During Deep Brain Stimulation Surgery. 424-428 - Yantao Lu, Senem Velipasalar:
Human Activity Classification Incorporating Egocentric Video and Inertial Measurement Unit Data. 429-433 - Migyeong Gwak, Ellen Woo, Majid Sarrafzadeh:
The Role of Accelerometer and Gyroscope Sensors in Identification of Mild Cognitive Impairment. 434-438 - Junyou He, Hailun Xia, Chunyan Feng, Yunfei Chu:
CNN-Based Action Recognition Using Adaptive Multiscale Depth Motion Maps and Stable Joint Distance Maps. 439-443
BIO-L.2: Signal Processing for Wearable Health Technologies
- Sara Fridovich-Keil, Peter J. Ramadge:
Contact Surface Area: A Novel Signal for Heart Rate Estimation in Smartphone Videos. 444-448 - Fangyu Li, José Clemente, Wen-Zhan Song:
Non-Intrusive and Non-Contact Sleep Monitoring with Seismometer. 449-453 - Katherine McLeod, Liudmyla Girchenko, Peter Spenler, Petros Spachos:
A Smartphone-based Wellness Assessment Using Mobile Sensors. 454-458 - Kai-Chieh Hsu, Bo-Hong Cho, Ching-Yao Chou, An-Yeu Andy Wu:
Low-Complexity Compressed Analysis in Eigenspace with Limited Labeled Data for Real-Time Electrocardiography Telemonitoring. 459-463
BIO-L.3: Neural Signal Processing and BCI Systems
- Kaiser Niknam, Amir Akbarian, Behrad Noudoost, Neda Nategh:
Characterizing Unobserved Factors Driving Local Field Potential Dynamics Underlying A Time-Varying Spike Generation. 464-468 - Mohamad Shahbazi, Hamid Aghajan:
A Generalizable Model for Seizure Prediction Based on Deep Learning Using CNN-LSTM Architecture. 469-473 - Suguru Kanoga, Atsunori Kanemura, Hideki Asoh:
A Comparative Study of Features and Classifiers in Single-Channel EEG-Based Motor Imagery BCI. 474-478 - Golnar Kalantar, Mahsa Mirgholami, Amir Asif, Arash Mohammadi:
Improving the Performance of Motor Imagery EEG-Based BCIS via an Adaptive Epoch Trimming Mechanism. 479-483 - Obada Al Zoubi, Ahmad Mayeli, Vadim Zotev, Hazem H. Refai, Martin P. Paulus, Jerzy Bodurka:
Polarity Invariant Transformation for EEG Microstates Analysis. 484-488
BIO-L.4: Bio-Signal Processing & Machine Learning for MCPS
- Debadatta Dash, Paul Ferrari, Saleem Malik, Jun Wang:
Overt Speech Retrieval from Neuromagnetic Signals Using Wavelets and Artificial Neural Networks. 489-493 - Debadatta Dash, Anil Kumar Sao, Jun Wang, Bharat B. Biswal:
How Many FMRI Scans are Necessary and Sufficient for Resting Brain Connectivity Analysis? 494-498 - Sawon Pratiher, Subhankar Chattoraj, Rajdeep Mukherjee:
StationPlot: A New Non-stationarity Quantification Tool for Detection of Epileptic Seizures. 499-503 - Ali Foroughi Pour, Lori A. Dalton:
Bayesian Feature Selection with Data Integration. 504-508 - Rajesh Amerineni, Lalit Gupta, Resh S. Gupta:
A Context-Integrating Signal Classification Model for Resolving Ambiguous Stimuli. 509-513
BIO-L.5: Biomedical Image Processing I
- Harsha Sridhar, J. R. Harish Kumar, Subramanya Jois, Chandra Sekhar Seelamantula:
An Unconstrained Ellipse Fitting Technique and Application to Optic Cup Segmentation. 514-518 - Hojjat Salehinejad, Sumeya Naqvi, Errol Colak, Joseph Barfett, Shahrokh Valaee:
Unsupervised Semantic Segmentation of Kidneys Using Radial Transform Sampling on Limited Images. 519-523 - S. P. Subramanya Jois, Harsha Sridhar, J. R. Harish Kumar:
A Fully Automated Spinal Cord Segmentation. 524-528 - Zhipeng Li, Saiprasad Ravishankar, Yong Long, Jeffrey A. Fessler:
Learned Mixed Material Models for Efficient Clustering Based Dual-Energy CT Image Decomposition. 529-533 - Hao-Chiang Shao:
Unveiling Vestiges of Man-Made Modifications on Molecular-Biological Experiment Images. 534-538
BIO-L.6: Biomedical Image Processing II
- Hojjat Salehinejad, Sumeya Naqvi, Errol Colak, Joseph Barfett, Shahrokh Valaee:
Cylindrical Transform: 3D Semantic Segmentation of Kidneys with Limited Annotated Images. 539-543 - Yin Xian, Hanlin Gu, Wei Wang, Xuhui Huang, Yuan Yao, Yang Wang, Jian-Feng Cai:
Data-Driven Tight Frame for CRYO-EM Image Denoising and Conformational Classification. 544-548 - Atefeh Shahroudnejad, Parnian Afshar, Konstantinos N. Plataniotis, Arash Mohammadi:
Improved Explainability of Capsule Networks: Relevance Path by Agreement. 549-553
DLW-L.1: Design and Implementation of Deep Learning for Wireless Communications
- Chieh-Fang Teng, Ching-Chun Liao, Chun-Hsiang Chen, An-Yeu Andy Wu:
Polar Feature Based Deep Architectures for Automatic Modulation Classification Considering Channel Fading. 554-558 - Xiaosi Tan, Zhiwei Zhong, Zaichen Zhang, Xiaohu You, Chuan Zhang:
Low-Complexity Message Passing MIMO Detection Algorithm with Deep Neural Network. 559-563 - Veeru Talreja, Fariborz Taherkhani, Matthew C. Valenti, Nasser M. Nasrabadi:
Using Deep Cross Modal Hashing and Error Correcting Codes for Improving the Efficiency of Attribute Guided Facial Image Retrieval. 564-568 - Vincent Corlay, Joseph J. Boutros, Philippe Ciblat, Loïc Brunel:
Neural Lattice Decoders. 569-573 - Chuang Ye, Mustafa Cenk Gursoy, Senem Velipasalar:
Deep Learning Based Power Control for Quality-Driven Wireless Video Transmissions. 574-578