Dwarikanath Mahapatra

Overview

Best Publications

• Glaucoma detection using entropy sampling and ensemble learning for automatic optic cup and disc segmentation.

  Julian G. Zilly;Joachim M. Buhmann;Dwarikanath Mahapatra

  398
  Citations

• Image super-resolution using progressive generative adversarial networks for medical image analysis.

  Dwarikanath Mahapatra;Behzad Bozorgtabar;Rahil Garnavi

  290
  Citations

• Deformable medical image registration using generative adversarial networks

  Dwarikanath Mahapatra;Bhavna Antony;Suman Sedai;Rahil Garnavi

  173
  Citations

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

  Dwarikanath Mahapatra;Behzad Bozorgtabar;Jean-Philippe Thiran;Mauricio Reyes

  173
  Citations

• Prostate MRI Segmentation Using Learned Semantic Knowledge and Graph Cuts

  Dwarikanath Mahapatra;Joachim M. Buhmann

  127
  Citations

• Image Registration Based on Autocorrelation of Local Structure

  Zhang Li;Dwarikanath Mahapatra;Jeroen A. W. Tielbeek;Jaap Stoker

  108
  Citations

• Improving Medical Images Classification With Label Noise Using Dual-Uncertainty Estimation

  Unknown

  108
  Citations

• Automatic Detection and Segmentation of Crohn's Disease Tissues From Abdominal MRI

  Dwarikanath Mahapatra;Peter J. Schuffler;Jeroen A. W. Tielbeek;Jesica C. Makanyanga

  103
  Citations

• Integrating Segmentation Information for Improved MRF-Based Elastic Image Registration

  D. Mahapatra;Ying Sun

  100
  Citations

• Image Super Resolution Using Generative Adversarial Networks and Local Saliency Maps for Retinal Image Analysis

  Dwarikanath Mahapatra;Behzad Bozorgtabar;Sajini Hewavitharanage;Rahil Garnavi

  92
  Citations

• Semi-supervised learning and graph cuts for consensus based medical image segmentation

  Dwarikanath Mahapatra

  83
  Citations

• Boosting Convolutional Filters with Entropy Sampling for Optic Cup and Disc Image Segmentation from Fundus Images

  Julian G. Zilly;Joachim M. Buhmann;Dwarikanath Mahapatra

  78
  Citations

• Skull Stripping of Neonatal Brain MRI: Using Prior Shape Information with Graph Cuts

  Dwarikanath Mahapatra

  76
  Citations

• Cardiac image segmentation from cine cardiac MRI using graph cuts and shape priors.

  Dwarikanath Mahapatra

  72
  Citations

• Motion saliency outweighs other low-level features while watching videos

  Dwarikanath Mahapatra;Stefan Winkler;Shih-Cheng Yen

  70
  Citations

• Joint Registration And Segmentation Of Xray Images Using Generative Adversarial Networks

  Dwarikanath Mahapatra;Zongyuan Ge;Suman Sedai;Rajib Chakravorty

  66
  Citations

• Combining multiple expert annotations using semi-supervised learning and graph cuts for medical image segmentation

  Dwarikanath Mahapatra

  65
  Citations

• Retinal Image Quality Classification Using Saliency Maps and CNNs

  Dwarikanath Mahapatra;Pallab Kanti Roy;Suman Sedai;Rahil Garnavi

  65
  Citations

• Training data independent image registration using generative adversarial networks and domain adaptation

  Dwarikanath Mahapatra;Zongyuan Ge

  63
  Citations

• Semi-supervised Segmentation of Optic Cup in Retinal Fundus Images Using Variational Autoencoder

  Suman Sedai;Dwarikanath Mahapatra;Sajini Hewavitharanage;Stefan Maetschke

  56
  Citations

• Analyzing Training Information From Random Forests for Improved Image Segmentation

  Dwarikanath Mahapatra

  56
  Citations

• MoNuSAC2020: A Multi-organ Nuclei Segmentation and Classification Challenge

  Ruchika Verma;Neeraj Kumar;Abhijeet Patil;Nikhil Cherian Kurian

  52
  Citations

• SALAD: Self-supervised Aggregation Learning for Anomaly Detection on X-Rays

  Behzad Bozorgtabar;Dwarikanath Mahapatra;Guillaume Vray;Jean-Philippe Thiran

  36
  Citations