Shiv Ram Dubey

Best Publications

• HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification

  Swalpa Kumar Roy;Gopal Krishna;Shiv Ram Dubey;Bidyut B. Chaudhuri

  1620
  Citations

• Activation functions in deep learning: A comprehensive survey and benchmark

  Unknown

  1126
  Citations

• Impact of fully connected layers on performance of convolutional neural networks for image classification

  S.H. Shabbeer Basha;Shiv Ram Dubey;Viswanath Pulabaigari;Snehasis Mukherjee

  532
  Citations

• A Decade Survey of Content Based Image Retrieval using Deep Learning

  Shiv Ram Dubey

  313
  Citations

• diffGrad: An Optimization Method for Convolutional Neural Networks

  Shiv Ram Dubey;Soumendu Chakraborty;Swalpa Kumar Roy;Snehasis Mukherjee

  267
  Citations

• Multichannel Decoded Local Binary Patterns for Content-Based Image Retrieval

  Shiv Ram Dubey;Satish Kumar Singh;Rajat Kumar Singh

  202
  Citations

• Local Wavelet Pattern: A New Feature Descriptor for Image Retrieval in Medical CT Databases

  Shiv Ram Dubey;Satish Kumar Singh;Rajat Kumar Singh

  177
  Citations

• Local Bit-Plane Decoded Pattern: A Novel Feature Descriptor for Biomedical Image Retrieval

  Shiv Ram Dubey;Satish Kumar Singh;Rajat Kumar Singh

  139
  Citations

• Local Diagonal Extrema Pattern: A New and Efficient Feature Descriptor for CT Image Retrieval

  Shiv Ram Dubey;Satish Kumar Singh;Rajat Kumar Singh

  136
  Citations

• Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification

  Swalpa Kumar Roy;Juan M. Haut;Mercedes E. Paoletti;Shiv Ram Dubey

  86
  Citations

• Human Activity Recognition Using Gait Pattern

  Jay Prakash Gupta;Nishant Singh;Pushkar Dixit;Vijay Bhaskar Semwal

  83
  Citations

• FuSENet: fused squeeze-and-excitation network for spectral-spatial hyperspectral image classification

  Swalpa Kumar Roy;Shiv Ram Dubey;Subhrasankar Chatterjee;Bidyut Baran Chaudhuri

  77
  Citations

• Vision Transformer Hashing for Image Retrieval.

  Shiv Ram Dubey;Satish Kumar Singh;Wei-Ta Chu

  68
  Citations

• Rotation and Illumination Invariant Interleaved Intensity Order-Based Local Descriptor

  Shiv Ram Dubey;Satish Kumar Singh;Rajat Kumar Singh

  57
  Citations

• RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification

  S H Shabbeer Basha;Soumen Ghosh;Kancharagunta Kishan Babu;Shiv Ram Dubey

  57
  Citations

• Transformer-based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey

  Unknown

  57
  Citations

• Rotation and scale invariant hybrid image descriptor and retrieval

  Shiv Ram Dubey;Satish Kumar Singh;Rajat Kumar Singh

  47
  Citations

• AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning.

  S. H. Shabbeer Basha;Sravan Kumar Vinakota;Viswanath Pulabaigari;Snehasis Mukherjee

  47
  Citations

• HRel: Filter pruning based on High Relevance between activation maps and class labels

  Unknown

  47
  Citations

• Local directional ZigZag pattern: A rotation invariant descriptor for texture classification

  Swalpa Kumar Roy;Bhabatosh Chanda;Bidyut B. Chaudhuri;Soumitro Banerjee

  44
  Citations