All Stories

  1. Investigating the Robustness of Fuzzy Deep Learning on Noisy Medical Images

    Article • IEEE Transactions on Artificial Intelligence, June 2026, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  2. Diagnosis of superficial ailments using infrared thermal imaging and CapsNet

    Article • Journal of Thermal Biology, December 2025, Elsevier

    Mr Shiv Ram Dubey

  3. UpAttTrans: Upscaled attention based transformer for facial image super-resolution

    Article • Image and Vision Computing, November 2025, Elsevier

    Mr Shiv Ram Dubey

  4. Non-uniform Illumination Attack for Fooling Convolutional Neural Networks

    Article • IEEE Transactions on Artificial Intelligence, September 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  5. PTSR: A patch-based translator model for image super-resolution

    Article • Pattern Recognition Letters, September 2025, Elsevier

    Mr Shiv Ram Dubey

  6. TranscoderGAN: Transformer-Inception Based Encoder-Decoder Generative Adversarial Network for Thermal-Visible Face Transformation

    Article • August 2025, Springer Science + Business Media

    Mr Shiv Ram Dubey

  7. Adaptive adam-based optimizers using second-order weight decoupling and gradient-aware weight decay for vision transformer

    Article • Machine Vision and Applications, April 2025, Springer Science + Business Media

    Mr Shiv Ram Dubey

  8. 3D-CmT: 3D-CNN Meets Transformer for Hyperspectral Image Classification

    Article • January 2025, Springer Science + Business Media

    Mr Shiv Ram Dubey

  9. Transformer-Based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey

    Article • IEEE Transactions on Artificial Intelligence, October 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  10. AdaInject: Injection-Based Adaptive Gradient Descent Optimizers for Convolutional Neural Networks

    Article • IEEE Transactions on Artificial Intelligence, December 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  11. Joint Triplet Autoencoder for histopathological colon cancer nuclei retrieval

    Article • Multimedia Tools and Applications, May 2023, Springer Science + Business Media

    Mr Shiv Ram Dubey

  12. AdaNorm: Adaptive Gradient Norm Correction based Optimizer for CNNs

    Article • January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  13. EMAHA-DB1: A New Upper Limb sEMG Dataset for Classification of Activities of Daily Living

    Article • IEEE Transactions on Instrumentation and Measurement, January 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  14. T2CI-GAN: Text to Compressed Image Generation Using Generative Adversarial Network

    Article • January 2023, Springer Science + Business Media

    Mr Shiv Ram Dubey

  15. UFKT: Unimportant filters knowledge transfer for CNN pruning

    Article • Neurocomputing, December 2022, Elsevier

    Mr Shiv Ram Dubey

  16. Activation functions in deep learning: A comprehensive survey and benchmark

    Article • Neurocomputing, September 2022, Elsevier

    Mr Shiv Ram Dubey

  17. Vision Transformer Hashing for Image Retrieval

    Article • July 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  18. A Decade Survey of Content Based Image Retrieval Using Deep Learning

    Article • IEEE Transactions on Circuits and Systems for Video Technology, May 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

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

    Article • Neural Networks, March 2022, Elsevier

    Mr Shiv Ram Dubey

  20. CSA-GAN: Cyclic synthesized attention guided generative adversarial network for face synthesis

    Article • Applied Intelligence, February 2022, Springer Science + Business Media

    Mr Shiv Ram Dubey

  21. TVA-GAN: Attention Guided Generative Adversarial Network For Thermal To Visible Image Transformations

    Article • January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  22. LEDNet: Deep Learning-Based Ground Sensor Data Monitoring System

    Article • IEEE Sensors Journal, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  23. CDGAN: Cyclic Discriminative Generative Adversarial Networks for image-to-image transformation

    Article • Journal of Visual Communication and Image Representation, January 2022, Elsevier

    Mr Shiv Ram Dubey

  24. AC-CovidNet: Attention Guided Contrastive CNN for Recognition of Covid-19 in Chest X-Ray Images

    Article • January 2022, Springer Science + Business Media

    Mr Shiv Ram Dubey

  25. EMGHandNet: A hybrid CNN and Bi-LSTM architecture for hand activity classification using surface EMG signals

    Article • Journal of Applied Biomedicine, January 2022, Elsevier

    Mr Shiv Ram Dubey

  26. Efficient High-Resolution Image-to-Image Translation Using Multi-Scale Gradient U-Net

    Article • January 2022, Springer Science + Business Media

    Mr Shiv Ram Dubey

  27. Generative Adversarial Minority Oversampling for Spectral–Spatial Hyperspectral Image Classification

    Article • IEEE Transactions on Geoscience and Remote Sensing, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  28. MobileAR-GAN: MobileNet-Based Efficient Attentive Recurrent Generative Adversarial Network for Infrared-to-Visual Transformations

    Article • IEEE Transactions on Instrumentation and Measurement, January 2022, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  29. Semantic Map Injected GAN Training for Image-to-Image Translation

    Article • January 2022, Springer Science + Business Media

    Mr Shiv Ram Dubey

  30. MERANet

    Article • December 2021, ACM (Association for Computing Machinery)

    Viswanatha Reddy Gajjala, Snehasis Mukherjee, Mr Shiv Ram Dubey

  31. Classification of sEMG signals of hand gestures based on energy features

    Article • Biomedical Signal Processing and Control, September 2021, Elsevier

    Mr Shiv Ram Dubey

  32. CSGAN: Cyclic-Synthesized Generative Adversarial Networks for image-to-image transformation

    Article • Expert Systems with Applications, May 2021, Elsevier

    Mr Shiv Ram Dubey

  33. Average biased ReLU based CNN descriptor for improved face retrieval

    Article • Multimedia Tools and Applications, January 2021, Springer Science + Business Media

    Mr Shiv Ram Dubey

  34. AutoFCL: automatically tuning fully connected layers for handling small dataset

    Article • Neural Computing and Applications, January 2021, Springer Science + Business Media

    Mr Shiv Ram Dubey

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

    Article • Neural Networks, January 2021, Elsevier

    Mr Shiv Ram Dubey

  36. Hard-Mining Loss Based Convolutional Neural Network for Face Recognition

    Article • January 2021, Springer Science + Business Media

    Mr Shiv Ram Dubey

  37. On the Performance of Convolutional Neural Networks Under High and Low Frequency Information

    Article • January 2021, Springer Science + Business Media

    Mr Shiv Ram Dubey

  38. Visual Question Answering Using Deep Learning: A Survey and Performance Analysis

    Article • January 2021, Springer Science + Business Media

    Mr Shiv Ram Dubey

  39. PCSGAN: Perceptual cyclic-synthesized generative adversarial networks for thermal and NIR to visible image transformation

    Article • Neurocomputing, November 2020, Elsevier

    Mr Shiv Ram Dubey

  40. Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks

    Article • IEEE Transactions on Artificial Intelligence, October 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  41. FuSENet: Fused Squeeze-and-Excitation Network for Spectral-Spatial Hyperspectral Image Classification

    Article • IET Image Processing, April 2020, the Institution of Engineering and Technology (the IET)

    Mr Shiv Ram Dubey

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

    Article • IEEE Geoscience and Remote Sensing Letters, February 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

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

    Article • Neurocomputing, February 2020, Elsevier

    Mr Shiv Ram Dubey

  44. Unconstrained texture classification using efficient jet texton learning

    Article • Applied Soft Computing, January 2020, Elsevier

    Mr Shiv Ram Dubey

  45. A Performance Evaluation of Loss Functions for Deep Face Recognition

    Article • January 2020, Springer Science + Business Media

    Mr Shiv Ram Dubey

  46. LDOP: local directional order pattern for robust face retrieval

    Article • Multimedia Tools and Applications, December 2019, Springer Science + Business Media

    Mr Shiv Ram Dubey

  47. LEDCOM: A Novel and Efficient LED Based Communication for Precision Agriculture

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  48. PSNet: Parametric Sigmoid Norm Based CNN for Face Recognition

    Article • December 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  49. TexFusionNet: An Ensemble of Deep CNN Feature for Texture Classification

    Article • September 2019, Springer Science + Business Media

    Mr Shiv Ram Dubey

  50. Local directional relation pattern for unconstrained and robust face retrieval

    Article • Multimedia Tools and Applications, July 2019, Springer Science + Business Media

    Mr Shiv Ram Dubey

  51. A Performance Evaluation of Convolutional Neural Networks for Face Anti Spoofing

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  52. Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks

    Article • July 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  53. Local bit-plane decoded convolutional neural network features for biomedical image retrieval

    Article • Neural Computing and Applications, June 2019, Springer Science + Business Media

    Mr Shiv Ram Dubey

  54. Local ZigZag Max Histograms of Pooling Pattern for Texture Classification

    Article • Electronics Letters, January 2019, the Institution of Engineering and Technology (the IET)

    Mr Shiv Ram Dubey

  55. diffGrad: An Optimization Method for Convolutional Neural Networks

    Article • IEEE Transactions on Neural Networks and Learning Systems, January 2019, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  56. Dual CNN Models for Unsupervised Monocular Depth Estimation

    Article • January 2019, Springer Science + Business Media

    Mr Shiv Ram Dubey

  57. Face retrieval using frequency decoded local descriptor

    Article • Multimedia Tools and Applications, December 2018, Springer Science + Business Media

    Mr Shiv Ram Dubey

  58. A Multi-Face Challenging Dataset for Robust Face Recognition

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  59. Local morphological pattern: A scale space shape descriptor for texture classification

    Article • Digital Signal Processing, November 2018, Elsevier

    Mr Shiv Ram Dubey

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

    Article • November 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  61. Local jet pattern: a robust descriptor for texture classification

    Article • Multimedia Tools and Applications, August 2018, Springer Science + Business Media

    Mr Shiv Ram Dubey

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

    Article • Pattern Recognition Letters, June 2018, Elsevier

    Mr Shiv Ram Dubey

  63. Local SVD based NIR face retrieval

    Article • Journal of Visual Communication and Image Representation, November 2017, Elsevier

    Mr Shiv Ram Dubey

  64. A Complete Dual-Cross Pattern for Unconstrained Texture Classification

    Article • November 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  65. Multichannel Decoded Local Binary Patterns for Content-Based Image Retrieval

    Article • IEEE Transactions on Image Processing, September 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  66. Novel local bit-plane dissimilarity pattern for computed tomography image retrieval

    Article • Electronics Letters, July 2016, the Institution of Engineering and Technology (the IET)

    Mr Shiv Ram Dubey

  67. LBDP

    Article • IEEE Journal of Biomedical and Health Informatics, July 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  68. Boosting local binary pattern with bag-of-filters for content based image retrieval

    Article • December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

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

    Article • IEEE Transactions on Image Processing, December 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  70. Apple disease classification using color, texture and shape features from images

    Article • Signal Image and Video Processing, September 2015, Springer Science + Business Media

    Mr Shiv Ram Dubey

  71. LDEP

    Article • IEEE Signal Processing Letters, September 2015, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  72. RSHD

    Article • Computers & Electrical Engineering, August 2015, Elsevier

    Mr Shiv Ram Dubey

  73. LCOD

    Article • IET Image Processing, July 2015, the Institution of Engineering and Technology (the IET)

    Mr Shiv Ram Dubey

  74. Identity verification using shape and geometry of human hands

    Article • Expert Systems with Applications, February 2015, Elsevier

    Mr Shiv Ram Dubey

  75. Application of Image Processing in Fruit and Vegetable Analysis: A Review

    Article • Journal of Intelligent Systems, January 2015, De Gruyter

    Mr Shiv Ram Dubey

  76. Fruit and vegetable recognition by fusing colour and texture features of the image using machine learning

    Article • International Journal of Applied Pattern Recognition, January 2015, Inderscience Publishers

    Mr Shiv Ram Dubey

  77. IOLD

    Article • IEEE Transactions on Image Processing, December 2014, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  78. A multi-channel based illumination compensation mechanism for brightness invariant image retrieval

    Article • Multimedia Tools and Applications, August 2014, Springer Science + Business Media

    Mr Shiv Ram Dubey

  79. Fusing Color and Texture Cues to Identify the Fruit Diseases Using Images

    Article • International Journal of Computer Vision and Image Processing, January 2014, IGI Global

    Mr Shiv Ram Dubey

  80. Emotion recognition from facial expressions based on multi-level classification

    Article • International Journal of Computational Vision and Robotics, January 2014, Inderscience Publishers

    Mr Shiv Ram Dubey

  81. Fruit disease recognition using improved sum and difference histogram from images

    Article • International Journal of Applied Pattern Recognition, January 2014, Inderscience Publishers

    Mr Shiv Ram Dubey

  82. Species and variety detection of fruits and vegetables from images

    Article • International Journal of Applied Pattern Recognition, January 2013, Inderscience Publishers

    Mr Shiv Ram Dubey

  83. Detection and Classification of Apple Fruit Diseases Using Complete Local Binary Patterns

    Article • November 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  84. Semantic Image Retrieval by Combining Color, Texture and Shape Features

    Article • September 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Mr Shiv Ram Dubey

  85. ISADH

    Article • Procedia Engineering, January 2012, Elsevier

    Mr Shiv Ram Dubey

  86. Adapted Approach for Fruit Disease Identification using Images

    Article • International Journal of Computer Vision and Image Processing, January 2012, IGI Global

    Mr Shiv Ram Dubey

  87. Automatic Fruit Disease Classification Using Images

    Article • IGI Global

    Mr Shiv Ram Dubey