default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDArcot Sowmya
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2024
[j46]Md. Shariful Alam, Dadong Wang
, Arcot Sowmya:
AMFP-net: Adaptive multi-scale feature pyramid network for diagnosis of pneumoconiosis from chest X-ray images. Artif. Intell. Medicine 154: 102917 (2024)- [j45]Muhammad Zafar Iqbal, Imran Razzak, Abdul Qayyum, Thanh Thi Nguyen, M. Tanveer, Arcot Sowmya:
Hybrid unsupervised paradigm based deformable image fusion for 4D CT lung image modality. Inf. Fusion 102: 102061 (2024) - [j44]Jianwen Song, Arcot Sowmya, Jien Kato, Changming Sun:
Efficient masked feature and group attention network for stereo image super-resolution. Image Vis. Comput. 151: 105252 (2024) - [j43]Raktim Kumar Mondol, Ewan K. A. Millar, Arcot Sowmya, Erik Meijering:
BioFusionNet: Deep Learning-Based Survival Risk Stratification in ER+ Breast Cancer Through Multifeature and Multimodal Data Fusion. IEEE J. Biomed. Health Informatics 28(9): 5290-5302 (2024) - [j42]Jianwen Song, Arcot Sowmya, Changming Sun:
Efficient Hybrid Feature Interaction Network for Stereo Image Super-Resolution. IEEE Trans. Multim. 26: 10094-10105 (2024) - [c153]Hongyan Xu, Xiu Su, Arcot Sowmya, Ian Katz, Dadong Wang:
SCD-NAS: Towards Zero-Cost Training in Melanoma Diagnosis. ICME 2024: 1-6 - [c152]Raktim Kumar Mondol, Ewan K. A. Millar, Arcot Sowmya, Erik Meijering:
MM-Survnet: Deep Learning-Based Survival Risk Stratification in Breast Cancer Through Multimodal Data Fusion. ISBI 2024: 1-5 - [i20]Sonit Singh, Gordon N. Stevenson, Brendan Mein, Alec Welsh, Arcot Sowmya:
Automatic 3D Multi-modal Ultrasound Segmentation of Human Placenta using Fusion Strategies and Deep Learning. CoRR abs/2401.09638 (2024) - [i19]Raktim Kumar Mondol, Ewan K. A. Millar, Arcot Sowmya, Erik Meijering:
BioFusionNet: Deep Learning-Based Survival Risk Stratification in ER+ Breast Cancer Through Multifeature and Multimodal Data Fusion. CoRR abs/2402.10717 (2024) - [i18]Raktim Kumar Mondol, Ewan K. A. Millar, Arcot Sowmya, Erik Meijering:
MM-SurvNet: Deep Learning-Based Survival Risk Stratification in Breast Cancer Through Multimodal Data Fusion. CoRR abs/2402.11788 (2024) - [i17]Syed Javed, Tariq Mahmood Khan, Abdul Qayyum, Arcot Sowmya, Imran Razzak:
Advancing Medical Image Segmentation with Mini-Net: A Lightweight Solution Tailored for Efficient Segmentation of Medical Images. CoRR abs/2405.17520 (2024) - [i16]Syed Javed, Tariq Mahmood Khan, Abdul Qayyum, Arcot Sowmya, Imran Razzak:
Region Guided Attention Network for Retinal Vessel Segmentation. CoRR abs/2407.18970 (2024) - [i15]Annette Spooner, Mohammad Karimi Moridani, Azadeh Safarchi, Salim Maher, Fatemeh Vafaee, Amany Zekry, Arcot Sowmya:
Multi-omics data integration for early diagnosis of hepatocellular carcinoma (HCC) using machine learning. CoRR abs/2409.13791 (2024) - 2023
- [j41]Priyanka Rana, Arcot Sowmya, Erik Meijering, Yang Song:
Imbalanced classification for protein subcellular localization with multilabel oversampling. Bioinform. 39(1) (2023) - [j40]Annette Spooner, Gelareh Mohammadi, Perminder S. Sachdev, Henry Brodaty, Arcot Sowmya:
Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery. BMC Bioinform. 24(1): 9 (2023) - [j39]Nuha Aldausari, Arcot Sowmya, Nadine Marcus, Gelareh Mohammadi:
Video Generative Adversarial Networks: A Review. ACM Comput. Surv. 55(2): 30:1-30:25 (2023) - [j38]Sonit Singh, Shakira Hoque, Amany Zekry, Arcot Sowmya:
Radiological Diagnosis of Chronic Liver Disease and Hepatocellular Carcinoma: A Review. J. Medical Syst. 47(1): 73 (2023) - [j37]Jianwen Song, Kai Liu, Arcot Sowmya, Changming Sun:
Super-Resolution Phase Retrieval Network for Single-Pattern Structured Light 3D Imaging. IEEE Trans. Image Process. 32: 537-549 (2023) - [j36]Md. Shariful Alam, Dadong Wang, Qiyu Liao, Arcot Sowmya:
A Multi-Scale Context Aware Attention Model for Medical Image Segmentation. IEEE J. Biomed. Health Informatics 27(8): 3731-3739 (2023) - [j35]Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song:
Cancer Survival Prediction From Whole Slide Images With Self-Supervised Learning and Slide Consistency. IEEE Trans. Medical Imaging 42(5): 1401-1412 (2023) - [j34]Yiqing Shen, Arcot Sowmya, Yulin Luo, Xiaoyao Liang, Dinggang Shen, Jing Ke:
A Federated Learning System for Histopathology Image Analysis With an Orchestral Stain-Normalization GAN. IEEE Trans. Medical Imaging 42(7): 1969-1981 (2023) - [c151]Longguang Wang, Yulan Guo, Yingqian Wang, Juncheng Li, Shuhang Gu, Radu Timofte, Ming Cheng, Haoyu Ma, Qiufang Ma, Xiaopeng Sun, Shijie Zhao, Xuhan Sheng, Yukang Ding, Ming Sun, Xing Wen, Dafeng Zhang, Jia Li, Fan Wang, Zheng Xie, Zongyao He, Zidian Qiu, Zilin Pan, Zhihao Zhan, Xingyuan Xian, Zhi Jin, Yuanbo Zhou, Wei Deng, Ruofeng Nie, Jiajun Zhang, Qinquan Gao, Tong Tong, Kexin Zhang, Junpei Zhang, Rui Peng, Yanbiao Ma, Licheng Jiao, Haoran Bai, Lingshun Kong, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Pu Cao, Tianrui Huang, Lu Yang, Qing Song, Bingxin Chen, Chunhua He, Meiyun Chen, Zijie Guo, Shaojuan Luo, Chengzhi Cao, Kunyu Wang, Fanrui Zhang, Qiang Zhang, Nancy Mehta, Subrahmanyam Murala, Akshay Dudhane, Yujin Wang, Lingen Li, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He, Junyang Chen, Hao Li, Yukai Shi, Zhijing Yang, Wenbin Zou, Yunchen Zhang, Mingchao Jiang, Zhongxin Yu, Ming Tan, Hongxia Gao, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Jingxiang Chen, Bo Yang, XiSheryl Zhang, Chenghua Li, Weijun Yuan, Zhan Li, Ruting Deng, Jintao Zeng, Pulkit Mahajan, Sahaj Mistry, Shreyas Chatterjee, Vinit Jakhetiya, Badri N. Subudhi, Sunil Prasad Jaiswal, Zhao Zhang, Huan Zheng, Suiyi Zhao, Yangcheng Gao, Yanyan Wei, Bo Wang, Gen Li, Aijin Li, Lei Sun, Ke Chen, Congling Tang, Yunzhe Li, Jun Chen, Yuan-Chun Chiang, Yi-Chung Chen, Zhi-Kai Huang, Hao-Hsiang Yang, I-Hsiang Chen, Sy-Yen Kuo, Yiheng Wang, Gang Zhu, Xingyi Yang, Songhua Liu, Yongcheng Jing, Xingyu Hu, Jianwen Song, Changming Sun, Arcot Sowmya, Seung Ho Park, Xiaoyan Lei, Jingchao Wang, Chenbo Zhai, Yufei Zhang, Weifeng Cao, Wenlong Zhang:
NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results. CVPR Workshops 2023: 1346-1372 - [c150]Md Akizur Rahman, Sonit Singh, Kuruparan Shanmugalingam, Sankaran Iyer, Alan Blair, Praveen Ravindran, Arcot Sowmya:
Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images. DICTA 2023: 312-319 - [c149]Louisa Canepa, Sonit Singh, Arcot Sowmya:
Visual Question Answering in the Medical Domain. DICTA 2023: 379-386 - [c148]Muhammad Zafar Iqbal, Imran Razzak, Abdul Qayyum, Tariq Mahmood Khan, Arcot Sowmya:
Hybrid Unsupervised Deformable Image Registration for 4D CT Lung Image Intra-modalities. DICTA 2023: 441-447 - [c147]Dharshiena S. Yogesan, Sandersan Onie, Ryan Anthony J. de Belen, Gary Beavan, Arcot Sowmya, Mark E. Larsen:
Evaluating a Human Detection Model in a Behaviour Analysis Pipeline for Suicide Prevention. EMBC 2023: 1-4 - [c146]Ryan Anthony J. de Belen, Gelareh Mohammadi, Arcot Sowmya:
Temporal Understanding of Gaze Communication with GazeTransformer. Gaze Meets ML 2023: 40-60 - [c145]Ziping Chu, Sonit Singh, Arcot Sowmya:
TSDNET: A Tumour Segmentation Network with 3D Direction-Wise Convolution. ISBI 2023: 1-5 - [c144]Kuruparan Shanmugalingam, Daniel Aaron Moses, Arcot Sowmya, Erik Meijering:
Membranous Urethral Reconstruction and Segmentation in Multiplanar T2W MRI Images. ISBI 2023: 1-4 - [c143]Shisheng Zhang, Ramtin Gharleghi, Sonit Singh, Arcot Sowmya, Susann Beier:
Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation. IVCNZ 2023: 1-6 - [c142]Hongyan Xu, Dadong Wang, Arcot Sowmya, Ian Katz:
Detection of Basal Cell Carcinoma in Whole Slide Images. MICCAI (6) 2023: 263-272 - [c141]Kuruparan Shanmugalingam, Arcot Sowmya, Daniel Aaron Moses, Erik Meijering:
Prostate Segmentation Using Multiparametric and Multiplanar Magnetic Resonance Images. MLMI@MICCAI (1) 2023: 217-226 - [c140]Peter Zhuowei Gan, Arcot Sowmya, Gelareh Mohammadi:
CLIP-based Model for Effective and Explainable Apparent Personality Perception. MRAC@MM 2023: 29-37 - [i14]Raktim Kumar Mondol, Ewan K. A. Millar, Peter H. Graham, Lois Browne, Arcot Sowmya, Erik Meijering:
hist2RNA: An efficient deep learning architecture to predict gene expression from breast cancer histopathology images. CoRR abs/2304.04507 (2023) - [i13]Jianning Li, Antonio Pepe, Christina Gsaxner, Gijs Luijten, Yuan Jin, Narmada Ambigapathy, Enrico Nasca, Naida Solak, Gian Marco Melito, Afaque R. Memon, Xiaojun Chen, Jan Stefan Kirschke, Ezequiel de la Rosa, Patrick Ferdinand Christ, Hongwei Bran Li, David G. Ellis, Michele R. Aizenberg, Sergios Gatidis, Thomas Küstner, Nadya Shusharina, Nicholas Heller, Vincent Andrearczyk, Adrien Depeursinge, Mathieu Hatt, Anjany Sekuboyina, Maximilian Löffler, Hans Liebl, Reuben Dorent, Tom Vercauteren, Jonathan Shapey, Aaron Kujawa, Stefan Cornelissen, Patrick Langenhuizen, Achraf Ben-Hamadou, Ahmed Rekik, Sergi Pujades, Edmond Boyer, Federico Bolelli, Costantino Grana, Luca Lumetti, Hamidreza Salehi, Jun Ma, Yao Zhang, Ramtin Gharleghi, Susann Beier, Arcot Sowmya, Eduardo A. Garza-Villarreal, Thania Balducci, et al.:
MedShapeNet - A Large-Scale Dataset of 3D Medical Shapes for Computer Vision. CoRR abs/2308.16139 (2023) - [i12]Louisa Canepa, Sonit Singh, Arcot Sowmya:
Visual Question Answering in the Medical Domain. CoRR abs/2309.11080 (2023) - [i11]Md Akizur Rahman, Sonit Singh, Kuruparan Shanmugalingam, Sankaran Iyer, Alan Blair, Praveen Ravindran, Arcot Sowmya:
Attention and Pooling based Sigmoid Colon Segmentation in 3D CT images. CoRR abs/2309.13872 (2023) - [i10]Shisheng Zhang, Ramtin Gharleghi, Sonit Singh, Arcot Sowmya, Susann Beier:
Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation. CoRR abs/2310.10002 (2023) - 2022
- [j33]Shuchao Pang, Matthew Field, Jason Dowling, Shalini K. Vinod, Lois Holloway, Arcot Sowmya:
Training radiomics-based CNNs for clinical outcome prediction: Challenges, strategies and findings. Artif. Intell. Medicine 123: 102230 (2022) - [j32]Abhishek Vijayan, Shadma Fatima, Arcot Sowmya, Fatemeh Vafaee:
Blood-based transcriptomic signature panel identification for cancer diagnosis: benchmarking of feature extraction methods. Briefings Bioinform. 23(5) (2022) - [j31]Ramtin Gharleghi, Dona Adikari, Katy Ellenberger, Sze-Yuan Ooi, Chris Ellis, Chung-Ming Chen, Ruochen Gao, Yuting He, Raabid Hussain, Chia-Yen Lee, Jun Li, Jun Ma, Ziwei Nie, Bruno Oliveira, Yaolei Qi, Youssef Skandarani, João L. Vilaça, Xiyue Wang, Sen Yang, Arcot Sowmya, Susann Beier:
Automated segmentation of normal and diseased coronary arteries - The ASOCA challenge. Comput. Medical Imaging Graph. 97: 102049 (2022) - [j30]Ramtin Gharleghi, Arcot Sowmya, Susann Beier:
Transient wall shear stress estimation in coronary bifurcations using convolutional neural networks. Comput. Methods Programs Biomed. 225: 107013 (2022) - [j29]Ramtin Gharleghi, Nanway Chen, Arcot Sowmya, Susann Beier:
Towards automated coronary artery segmentation: A systematic review. Comput. Methods Programs Biomed. 225: 107015 (2022) - [j28]Mingzhe Wang, Changming Sun, Arcot Sowmya:
Efficient corner detection based on corner enhancement filters. Digit. Signal Process. 122: 103364 (2022) - [j27]Alfred Krzywicki, David Muchlinski, Benjamin E. Goldsmith, Arcot Sowmya:
From academia to policy makers: a methodology for real-time forecasting of infrequent events. J. Comput. Soc. Sci. 5(2): 1489-1510 (2022) - [j26]Mingzhe Wang, Changming Sun, Arcot Sowmya:
Complex shearlets and rotary phase congruence tensor for corner detection. Pattern Recognit. 128: 108606 (2022) - [j25]Xun Li, Sandersan Onie, Morgan Liang, Mark E. Larsen, Arcot Sowmya:
Towards Building a Visual Behaviour Analysis Pipeline for Suicide Detection and Prevention. Sensors 22(12): 4488 (2022) - [c139]Nuha Aldausari, Arcot Sowmya, Nadine Marcus, Gelareh Mohammadi:
Diverse Audio-to-Video GAN using Multiscale Image Fusion. AI 2022: 29-42 - [c138]Peter Zhuowei Gan, Arcot Sowmya, Gelareh Mohammadi:
Zero-shot Personality Perception From Facial Images. AI 2022: 43-56 - [c137]Nuha Aldausari, Arcot Sowmya, Nadine Marcus, Gelareh Mohammadi:
Cascaded Siamese Self-supervised Audio to Video GAN. CVPR Workshops 2022: 4690-4699 - [c136]Ryan Anthony Jalova de Belen, Tomasz Bednarz, Arcot Sowmya:
ScanpathNet: A Recurrent Mixture Density Network for Scanpath Prediction. CVPR Workshops 2022: 5006-5016 - [c135]Hongyan Xu, Xiu Su, Shan You, Tao Huang, Fei Wang, Chen Qian, Changshui Zhang, Chang Xu, Dadong Wang, Arcot Sowmya:
Data Agnostic Filter Gating For Efficient Deep Networks. ICASSP 2022: 3503-3507 - [c134]Xun Li, Ryan Anthony J. de Belen, Arcot Sowmya, Sandersan Onie, Mark E. Larsen:
Region-Based Trajectory Analysis for Abnormal Behaviour Detection: A Trial Study for Suicide Detection and Prevention. ICPR Workshops (1) 2022: 178-192 - [c133]Sankaran Iyer, Alan Blair, Christopher White, Laughlin Dawes, Daniel Aaron Moses, Arcot Sowmya:
Vertebral Compression Fracture detection using Multiple Instance Learning and Majority Voting. ICPR 2022: 4630-4636 - [c132]Hongyan Xu, Dadong Wang, Arcot Sowmya:
Multi-scale alignment and Spatial ROI Module for COVID-19 Diagnosis. IJCNN 2022: 1-9 - [c131]Nanway Chen, Ramtin Gharleghi, Arcot Sowmya, Susann Beier:
Learning Left Main Bifurcation Shape Features with an Autoencoder. ISBI 2022: 1-4 - [c130]Manna E. Philip, Ana Ferrieira, Aishani Tomar, Sparsh Chawla, Alec W. Welsh, Gordon N. Stevenson, Arcot Sowmya:
A Machine Learning Framework for Fully Automatic 3D Fetal Cardiac Ultrasound Evaluation. ISBI 2022: 1-5 - [c129]Priyanka Rana, Arcot Sowmya, Erik Meijering, Yang Song:
Imbalanced Cell-Cycle Classification Using Wgan-Div and Mixup. ISBI 2022: 1-4 - [c128]Hao Wu, Shuchao Pang, Arcot Sowmya:
Tgnet: A Task-Guided Network Architecture for Multi-Organ and Tumour Segmentation from Partially Labelled Datasets. ISBI 2022: 1-5 - [c127]Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song:
Fast FF-to-FFPE Whole Slide Image Translation via Laplacian Pyramid and Contrastive Learning. MICCAI (2) 2022: 409-419 - [c126]Kuruparan Shanmugalingam, Arcot Sowmya, Daniel Aaron Moses, Erik Meijering:
Attention Guided Deep Supervision Model for Prostate Segmentation in Multisite Heterogeneous MRI Data. MIDL 2022: 1085-1095 - [i9]Hongyan Xu, Dadong Wang, Arcot Sowmya:
Multi-scale alignment and Spatial ROI Module for COVID-19 Diagnosis. CoRR abs/2207.01345 (2022) - [i8]Annette Spooner, Gelareh Mohammadi, Perminder S. Sachdev, Henry Brodaty, Arcot Sowmya:
Ensemble feature selection with data-driven thresholding for Alzheimer's disease biomarker discovery. CoRR abs/2207.01822 (2022) - [i7]Annette Spooner, Gelareh Mohammadi, Perminder S. Sachdev, Henry Brodaty, Arcot Sowmya:
Ensemble feature selection with clustering for analysis of high-dimensional, correlated clinical data in the search for Alzheimer's disease biomarkers. CoRR abs/2207.02380 (2022) - [i6]Annette Spooner, Gelareh Mohammadi, Perminder S. Sachdev, Henry Brodaty, Arcot Sowmya:
Temporal Pattern Mining for Analysis of Longitudinal Clinical Data: Identifying Risk Factors for Alzheimer's Disease. CoRR abs/2209.04793 (2022) - [i5]Ramtin Gharleghi, Dona Adikari, Katy Ellenberger, Mark Webster, Chris Ellis, Arcot Sowmya, Sze-Yuan Ooi, Susann Beier:
Computed tomography coronary angiogram images, annotations and associated data of normal and diseased arteries. CoRR abs/2211.01859 (2022) - 2021
- [j24]Guoqing Wang, Changming Sun, Arcot Sowmya:
Context-Enhanced Representation Learning for Single Image Deraining. Int. J. Comput. Vis. 129(5): 1650-1674 (2021) - [j23]Feng Zhou, Simon Luo, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen:
Efficient EM-variational inference for nonparametric Hawkes process. Stat. Comput. 31(4): 46 (2021) - [j22]Guoqing Wang, Changming Sun, Arcot Sowmya:
Attentive Feature Refinement Network for Single Rainy Image Restoration. IEEE Trans. Image Process. 30: 3734-3747 (2021) - [c125]Ryan Anthony Jalova de Belen, Tomasz Bednarz, Arcot Sowmya:
EyeXplain Autism: Interactive System for Eye Tracking Data Analysis and Deep Neural Network Interpretation for Autism Spectrum Disorder Diagnosis. CHI Extended Abstracts 2021: 364:1-364:7 - [c124]Md. Shariful Alam, Dadong Wang, Arcot Sowmya:
Image data augmentation for improving performance of deep learning-based model in pathological lung segmentation. DICTA 2021: 1-5 - [c123]Morgan Liang, Xun Li, Sandersan Onie, Mark E. Larsen, Arcot Sowmya:
Improved Spatio-temporal Action Localization for Surveillance Videos. DICTA 2021: 1-8 - [c122]Rongcheng Wu, Changming Sun, Zhaoying Liu, Arcot Sowmya:
Deep learning based stereo cost aggregation on a small dataset. DICTA 2021: 1-8 - [c121]Nuha Aldausari, Arcot Sowmya, Nadine Marcus, Gelareh Mohammadi:
PhonicsGAN: Synthesizing Graphical Videos from Phonics Songs. ICANN (2) 2021: 599-610 - [c120]Md. Sharitul Alam, Dadong Wang, Arcot Sowmya:
Bidirectional Convolutional-LSTM based Network for lung segmentation of chest X-ray images. ICTAI 2021: 915-919 - [c119]Priyanka Rana, Erik Meijering, Arcot Sowmya, Yang Song:
Multi-Label Classification Based On Subcellular Region-Guided Feature Description For Protein Localisation. ISBI 2021: 1929-1933 - [c118]Lei Fan, Arcot Sowmya, Erik Meijering, Yang Song:
Learning Visual Features by Colorization for Slide-Consistent Survival Prediction from Whole Slide Images. MICCAI (8) 2021: 592-601 - [c117]Matthew J. Gibson, Arcot Sowmya:
Semi-supervised Siamese Networks for Change Recognition with VHR Imagery. MACLEAN@PKDD/ECML 2021 - [i4]Sankaran Iyer, Alan Blair, Laughlin Dawes, Daniel Aaron Moses, Christopher White, Arcot Sowmya:
Organ localisation using supervised and semi supervised approaches combining reinforcement learning with imitation learning. CoRR abs/2112.03276 (2021) - 2020
- [j21]Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen:
Fast multi-resolution segmentation for nonstationary Hawkes process using cumulants. Int. J. Data Sci. Anal. 10(4): 321-330 (2020) - [j20]Mingzhe Wang, Weichuan Zhang, Changming Sun, Arcot Sowmya:
Corner detection based on shearlet transform and multi-directional structure tensor. Pattern Recognit. 103: 107299 (2020) - [j19]Guoqing Wang, Changming Sun, Arcot Sowmya:
Multi-Weighted Co-Occurrence Descriptor Encoding for Vein Recognition. IEEE Trans. Inf. Forensics Secur. 15: 375-390 (2020) - [j18]Guoqing Wang, Changming Sun, Arcot Sowmya:
Learning a Compact Vein Discrimination Model With GANerated Samples. IEEE Trans. Inf. Forensics Secur. 15: 635-650 (2020) - [j17]Guoqing Wang, Changming Sun, Arcot Sowmya:
Cascaded Attention Guidance Network for Single Rainy Image Restoration. IEEE Trans. Image Process. 29: 9190-9203 (2020) - [c116]Mina Ghaffari, Arcot Sowmya, Ruth Oliver:
Automated Brain Tumour Segmentation Using Cascaded 3D Densely-Connected U-Net. BrainLes@MICCAI (1) 2020: 481-491 - [c115]Kane Walter, Matthew J. Gibson, Arcot Sowmya:
Self-Supervised Remote Sensing Image Retrieval. IGARSS 2020: 1683-1686 - [c114]Ramtin Gharleghi, Gihan Samarasinghe, Arcot Sowmya, Susann Beier:
Deep Learning for Time Averaged Wall Shear Stress Prediction in Left Main Coronary Bifurcations. ISBI 2020: 1-4 - [c113]Sankaran Iyer, Arcot Sowmya, Alan Blair, Christopher White, Laughlin Dawes, Daniel Aaron Moses:
A Novel Approach to Vertebral Compression Fracture Detection Using Imitation Learning and Patch Based Convolutional Neural Network. ISBI 2020: 726-730 - [i3]Mina Ghaffari, Arcot Sowmya, Ruth Oliver:
Brain tumour segmentation using cascaded 3D densely-connected U-net. CoRR abs/2009.07563 (2020) - [i2]Nuha Aldausari, Arcot Sowmya, Nadine Marcus, Gelareh Mohammadi:
Video Generative Adversarial Networks: A Review. CoRR abs/2011.02250 (2020)
2010 – 2019
- 2019
- [c112]Mina Ghaffari, Arcot Sowmya, Ruth Oliver, Len Hamey:
Multimodal Brain Tumour Segmentation using Densely Connected 3D Convolutional Neural Network. DICTA 2019: 1-5 - [c111]Jing Ke, Zhaoming Jiang, Changchang Liu, Tomasz Bednarz, Arcot Sowmya, Xiaoyao Liang:
Selective Detection and Segmentation of Cervical Cells. ICBBT 2019: 55-61 - [c110]Guoqing Wang, Changming Sun, Arcot Sowmya:
ERL-Net: Entangled Representation Learning for Single Image De-Raining. ICCV 2019: 5643-5651 - [c109]Yongzhe Chang, Zhidong Li, Ling Luo, Simon Luo, Arcot Sowmya, Yang Wang, Fang Chen:
Exploring Latent Structure Similarity for Bayesian Nonparameteric Model with Mixture of NHPP Sequence. ICONIP (2) 2019: 432-444 - [c108]Jian Kang, Gihan Samarasinghe, Upul Senanayake, Sailesh Conjeti, Arcot Sowmya:
Deep Learning for Volumetric Segmentation in Spatio-Temporal Data: Application to Segmentation of Prostate in DCE-MRI. ISBI 2019: 61-65 - [c107]Manna E. Philip, Arcot Sowmya, Hagai Avnet, Ana Ferreira, Gordon N. Stevenson, Alec Welsh:
Convolutional Neural Networks for Automated Fetal Cardiac Assessment using 4D B-Mode Ultrasound. ISBI 2019: 824-828 - [c106]Matthew J. Gibson, Dhruv Kaushik, Arcot Sowmya:
Robust CNNs for detecting collapsed buildings with crowd-sourced data. JURSE 2019: 1-4 - [c105]Yongzhe Chang, Zhidong Li, Bang Zhang, Ling Luo, Arcot Sowmya, Yang Wang, Fang Chen:
Recovering DTW Distance Between Noise Superposed NHPP. PAKDD (2) 2019: 229-241 - [c104]Feng Zhou, Yixuan Zhang, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen:
Hawkes Process with Stochastic Triggering Kernel. PAKDD (1) 2019: 319-330 - [i1]Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen:
Scalable Inference for Nonparametric Hawkes Process Using Pólya-Gamma Augmentation. CoRR abs/1910.13052 (2019) - 2018
- [c103]Upul Senanayake, Arcot Sowmya, Laughlin Dawes:
Deep fusion pipeline for mild cognitive impairment diagnosis. ISBI 2018: 1394-1997 - [c102]Anastasia Levenkova, Arcot Sowmya, Michael Kalloniatis, Angelica Ly, Arthur Ho:
Lesion detection in ultra-wide field retinal images for diabetic retinopathy diagnosis. Computer-Aided Diagnosis 2018: 1057531 - [c101]Feng Zhou, Zhidong Li, Xuhui Fan, Yang Wang, Arcot Sowmya, Fang Chen:
A Refined MISD Algorithm Based on Gaussian Process Regression. PAKDD (2) 2018: 584-596 - 2017
- [j16]Eisa Zarepour, Mohammadreza Hosseini, Salil S. Kanhere, Arcot Sowmya, Hamid R. Rabiee:
Applications and Challenges of Wearable Visual Lifeloggers. Computer 50(3): 60-69 (2017) - [c100]Jing Ke, Yi Guo, Arcot Sowmya:
A Fast Approximate Spectral Unmixing Algorithm Based on Segmentation. CVPR Workshops 2017: 260-266 - [c99]Jing Ke, Yi Guo, Arcot Sowmya, Tomasz Bednarz:
A performance acceleration algorithm of spectral unmixing via subset selection. ESANN 2017 - [c98]Upul Senanayake, Arcot Sowm