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Anomaly Detection on X-Rays Using Self-Supervised Aggregation Learning

Oct 19, 2020
Behzad Bozorgtabar, Dwarikanath Mahapatra, Guillaume Vray, Jean-Philippe Thiran


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Structure Preserving Stain Normalization of Histopathology Images Using Self-Supervised Semantic Guidance

Aug 05, 2020
Dwarikanath Mahapatra, Behzad Bozorgtabar, Jean-Philippe Thiran, Ling Shao


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Registration of Histopathogy Images Using Structural Information From Fine Grained Feature Maps

Jul 04, 2020
Dwarikanath Mahapatra


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Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation

Apr 03, 2020
Dwarikanath Mahapatra, Behzad Bozorgtabar, Jean-Philippe Thiran, Ling Shao

* Accepted to CVPR 2020 

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Generative Adversarial Networks And Domain Adaptation For Training Data Independent Image Registration

Oct 18, 2019
Dwarikanath Mahapatra


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Adversarial Pulmonary Pathology Translation for Pairwise Chest X-ray Data Augmentation

Oct 11, 2019
Yunyan Xing, Zongyuan Ge, Rui Zeng, Dwarikanath Mahapatra, Jarrel Seah, Meng Law, Tom Drummond

* Accepted to the International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2019 

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sZoom: A Framework for Automatic Zoom into High Resolution Surveillance Videos

Sep 23, 2019
Mukesh Saini, Benjamin Guthier, Hao Kuang, Dwarikanath Mahapatra, Abdulmotaleb El Saddik


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AMD Severity Prediction And Explainability Using Image Registration And Deep Embedded Clustering

Jul 06, 2019
Dwarikanath Mahapatra


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Informative sample generation using class aware generative adversarial networks for classification of chest Xrays

Apr 30, 2019
Behzad Bozorgtabar, Dwarikanath Mahapatra, Hendrik von Teng, Alexander Pollinger, Lukas Ebner, Jean-Phillipe Thiran, Mauricio Reyes


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Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information

Apr 11, 2019
Dwarikanath Mahapatra, Zongyuan Ge


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Progressive Generative Adversarial Networks for Medical Image Super resolution

Feb 18, 2019
Dwarikanath Mahapatra, Behzad Bozorgtabar

* NA 

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Night Time Haze and Glow Removal using Deep Dilated Convolutional Network

Feb 03, 2019
Shiba Kuanar, K. R. Rao, Dwarikanath Mahapatra, Monalisa Bilas

* 13 pages, 10 figures, 2 Tables 

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Joint Segmentation and Uncertainty Visualization of Retinal Layers in Optical Coherence Tomography Images using Bayesian Deep Learning

Sep 12, 2018
Suman Sedai, Bhavna Antony, Dwarikanath Mahapatra, Rahil Garnavi


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Deep multiscale convolutional feature learning for weakly supervised localization of chest pathologies in X-ray images

Aug 22, 2018
Suman Sedai, Dwarikanath Mahapatra, Zongyuan Ge, Rajib Chakravorty, Rahil Garnavi


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Chest X-rays Classification: A Multi-Label and Fine-Grained Problem

Jul 24, 2018
Zongyuan Ge, Dwarikanath Mahapatra, Suman Sedai, Rahil Garnavi, Rajib Chakravorty


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Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network

Jun 22, 2018
Dwarikanath Mahapatra, Behzad Bozorgtabar, Jean-Philippe Thiran, Mauricio Reyes

* Accepted to MICCAI 2018 

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Elastic Registration of Medical Images With GANs

May 23, 2018
Dwarikanath Mahapatra, Suman Sedai, Rahil Garnavi


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Consensus Based Medical Image Segmentation Using Semi-Supervised Learning And Graph Cuts

May 21, 2018
Dwarikanath Mahapatra


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Retinal Vasculature Segmentation Using Local Saliency Maps and Generative Adversarial Networks For Image Super Resolution

May 21, 2018
Dwarikanath Mahapatra, Behzad Bozorgtabar

* Accepted in MICCAI 2017 conference 

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