Adapted Approach for Fruit Disease Identification using Images. - Shiv Ram Dubey; Anand Singh Jalal (Int. J. Comput. Vis. Image Process., 2012)

Species and variety detection of fruits and vegetables from images. - Shiv Ram Dubey; Anand Singh Jalal (Int. J. Appl. Pattern Recognit., 2013)

Human Activity Recognition Using Gait Pattern. - Jay Prakash Gupta; Nishant Singh; Pushkar Dixit; Vijay Bhaskar Semwal; Shiv Ram Dubey (Int. J. Comput. Vis. Image Process., 2013)

Infected Fruit Part Detection using K-Means Clustering Segmentation Technique. - Shiv Ram Dubey; Pushkar Dixit; Nishant Singh; Jay Prakash Gupta (Int. J. Interact. Multim. Artif. Intell., 2013)

Fusing Color and Texture Cues to Categorize the Fruit Diseases from Images. - Shiv Ram Dubey; Anand Singh Jalal (CoRR, 2014)

Fruit disease recognition using improved sum and difference histogram from images. - Shiv Ram Dubey; Anand Singh Jalal (Int. J. Appl. Pattern Recognit., 2014)

Fusing Color and Texture Cues to Identify the Fruit Diseases Using Images. - Shiv Ram Dubey; Anand Singh Jalal (Int. J. Comput. Vis. Image Process., 2014)

Emotion recognition from facial expressions based on multi-level classification. - Dev Drume Agrawal; Shiv Ram Dubey; Anand Singh Jalal (Int. J. Comput. Vis. Robotics, 2014)

Rotation and Illumination Invariant Interleaved Intensity Order-Based Local Descriptor. - Shiv Ram Dubey; Satish Kumar Singh; Rajat Kumar Singh (IEEE Trans. Image Process., 2014)

Rotation and scale invariant hybrid image descriptor and retrieval. - Shiv Ram Dubey; Satish Kumar Singh; Rajat Kumar Singh (Comput. Electr. Eng., 2015)

Identity verification using shape and geometry of human hands. - Shefali Sharma; Shiv Ram Dubey; Satish Kumar Singh; Rajiv Saxena; Rajat Kumar Singh (Expert Syst. Appl., 2015)

Local neighbourhood-based robust colour occurrence descriptor for colour image retrieval. - Shiv Ram Dubey; Satish Kumar Singh; Rajat Kumar Singh (IET Image Process., 2015)

Fruit and vegetable recognition by fusing colour and texture features of the image using machine learning. - Shiv Ram Dubey; Anand Singh Jalal (Int. J. Appl. Pattern Recognit., 2015)

Application of Image Processing in Fruit and Vegetable Analysis: A Review. - Shiv Ram Dubey; Anand Singh Jalal (J. Intell. Syst., 2015)

A multi-channel based illumination compensation mechanism for brightness invariant image retrieval. - Shiv Ram Dubey; Satish Kumar Singh; Rajat Kumar Singh (Multim. Tools Appl., 2015)

Local Diagonal Extrema Pattern: A New and Efficient Feature Descriptor for CT Image Retrieval. - Shiv Ram Dubey; Satish Kumar Singh; Rajat Kumar Singh (IEEE Signal Process. Lett., 2015)

Local Wavelet Pattern: A New Feature Descriptor for Image Retrieval in Medical CT Databases. - Shiv Ram Dubey; Satish Kumar Singh; Rajat Kumar Singh (IEEE Trans. Image Process., 2015)

Apple disease classification using color, texture and shape features from images. - Shiv Ram Dubey; Anand Singh Jalal (Signal Image Video Process., 2016)

Multichannel Decoded Local Binary Patterns for Content-Based Image Retrieval. - Shiv Ram Dubey; Satish Kumar Singh; Rajat Kumar Singh (IEEE Trans. Image Process., 2016)

Local Bit-Plane Decoded Pattern: A Novel Feature Descriptor for Biomedical Image Retrieval. - Shiv Ram Dubey; Satish Kumar Singh; Rajat Kumar Singh (IEEE J. Biomed. Health Informatics, 2016)

A Complete Dual-Cross Pattern for Unconstrained Texture Classification. - Swalpa Kumar Roy; Bhabatosh Chanda; Bidyut B. Chaudhuri; Dipak Kumar Ghosh; Shiv Ram Dubey (ACPR, 2017)

Local Jet Pattern: A Robust Descriptor for Texture Classification. - Swalpa Kumar Roy; Bhabatosh Chanda; Bidyut B. Chaudhuri; Soumitro Banerjee; Dipak Kumar Ghosh; Shiv Ram Dubey (CoRR, 2017)

Local SVD based NIR face retrieval. - Shiv Ram Dubey; Satish Kumar Singh; Rajat Kumar Singh (J. Vis. Commun. Image Represent., 2017)

TexFusionNet: An Ensemble of Deep CNN Feature for Texture Classification. - Swalpa Kumar Roy; Shiv Ram Dubey; Bhabatosh Chanda; Bidyut B. Chaudhuri; Dipak Kumar Ghosh (CVIP (2), 2018)

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; Viswanath Pulabaigari; Snehasis Mukherjee (ICARCV, 2018)

A Multi-Face Challenging Dataset for Robust Face Recognition. - Shiv Ram Dubey; Snehasis Mukherjee (ICARCV, 2018)

Local morphological pattern: A scale space shape descriptor for texture classification. - Swalpa Kumar Roy; Bhabatosh Chanda; Bidyut B. Chaudhuri; Dipak Kumar Ghosh; Shiv Ram Dubey (Digit. Signal Process., 2018)

Local directional ZigZag pattern: A rotation invariant descriptor for texture classification. - Swalpa Kumar Roy; Bhabatosh Chanda; Bidyut B. Chaudhuri; Soumitro Banerjee; Dipak Kumar Ghosh; Shiv Ram Dubey (Pattern Recognit. Lett., 2018)

A Performance Evaluation of Convolutional Neural Networks for Face Anti Spoofing. - Chaitanya Nagpal; Shiv Ram Dubey (IJCNN, 2019)

Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks. - Sai Prasanna Teja Reddy; Surya Teja Karri; Shiv Ram Dubey; Snehasis Mukherjee (IJCNN, 2019)

Dual CNN Models for Unsupervised Monocular Depth Estimation. - Vamshi Krishna Repala; Shiv Ram Dubey (PReMI (1), 2019)

A Performance Comparison of Loss Functions for Deep Face Recognition. - Yash Srivastava; Vaishnav Murali; Shiv Ram Dubey (CoRR, 2019)

HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification. - Swalpa Kumar Roy; Gopal Krishna; Shiv Ram Dubey; Bidyut B. Chaudhuri (CoRR, 2019)

NASIB: Neural Architecture Search withIn Budget. - Abhishek Singh; Anubhav Garg; Jinan Zhou; Shiv Ram Dubey; Debo Dutta (CoRR, 2019)

PSNet: Parametric Sigmoid Norm Based CNN for Face Recognition. - Yash Srivastava; Vaishnav Murali; Shiv Ram Dubey (CoRR, 2019)

Face retrieval using frequency decoded local descriptor. - Shiv Ram Dubey (Multim. Tools Appl., 2019)

Local directional relation pattern for unconstrained and robust face retrieval. - Shiv Ram Dubey (Multim. Tools Appl., 2019)

Hard-Mining Loss Based Convolutional Neural Network for Face Recognition. - Yash Srivastava; Vaishnav Murali; Shiv Ram Dubey (CVIP (3), 2020)

Visual Question Answering Using Deep Learning: A Survey and Performance Analysis. - Yash Srivastava; Vaishnav Murali; Shiv Ram Dubey; Snehasis Mukherjee (CVIP (2), 2020)

On the Performance of Convolutional Neural Networks Under High and Low Frequency Information. - Roshan Reddy Yedla; Shiv Ram Dubey (CVIP (3), 2020)

Unconstrained texture classification using efficient jet texton learning. - Swalpa Kumar Roy; Dipak Kumar Ghosh; Shiv Ram Dubey; Siddhartha Bhattacharyya; Bidyut B. Chaudhuri (Appl. Soft Comput., 2020)

AutoFCL: Automatically Tuning Fully Connected Layers for Transfer Learning. - S. H. Shabbeer Basha; Sravan Kumar Vinakota; Shiv Ram Dubey; Viswanath Pulabaigari; Snehasis Mukherjee (CoRR, 2020)

FuSENet: fused squeeze-and-excitation network for spectral-spatial hyperspectral image classification. - Swalpa Kumar Roy; Shiv Ram Dubey; Subhrasankar Chatterjee; Bidyut Baran Chaudhuri (IET Image Process., 2020)

PCSGAN: Perceptual cyclic-synthesized generative adversarial networks for thermal and NIR to visible image transformation. - Kancharagunta Kishan Babu; Shiv Ram Dubey (Neurocomputing, 2020)

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 (Neurocomputing, 2020)

HybridSN: Exploring 3-D-2-D CNN Feature Hierarchy for Hyperspectral Image Classification. - Swalpa Kumar Roy; Gopal Krishna; Shiv Ram Dubey; Bidyut B. Chaudhuri (IEEE Geosci. Remote. Sens. Lett., 2020)

LDOP: local directional order pattern for robust face retrieval. - Shiv Ram Dubey; Snehasis Mukherjee (Multim. Tools Appl., 2020)

Local jet pattern: a robust descriptor for texture classification. - Swalpa Kumar Roy; Bhabatosh Chanda; Bidyut B. Chaudhuri; Dipak Kumar Ghosh; Shiv Ram Dubey (Multim. Tools Appl., 2020)

Local bit-plane decoded convolutional neural network features for biomedical image retrieval. - Shiv Ram Dubey; Swalpa Kumar Roy; Soumendu Chakraborty; Snehasis Mukherjee; Bidyut Baran Chaudhuri (Neural Comput. Appl., 2020)

Color Channel Perturbation Attacks for Fooling Convolutional Neural Networks and A Defense Against Such Attacks. - Jayendra Kantipudi; Shiv Ram Dubey; Soumendu Chakraborty (IEEE Trans. Artif. Intell., 2020)

diffGrad: An Optimization Method for Convolutional Neural Networks. - Shiv Ram Dubey; Soumendu Chakraborty; Swalpa Kumar Roy; Snehasis Mukherjee; Satish Kumar Singh; Bidyut Baran Chaudhuri (IEEE Trans. Neural Networks Learn. Syst., 2020)

AC-CovidNet: Attention Guided Contrastive CNN for Recognition of Covid-19 in Chest X-Ray Images. - Anirudh Ambati; Shiv Ram Dubey (CVIP (1), 2021)

Efficient High-Resolution Image-to-Image Translation Using Multi-Scale Gradient U-Net. - Laxman Kumarapu; Shiv Ram Dubey; Baddam Kalyan; Satya Raj Vineel Kojjarapu (CVIP (1), 2021)

MERANet: facial micro-expression recognition using 3D residual attention network. - Gajjala Viswanatha Reddy; Sai Prasanna Teja Reddy; Snehasis Mukherjee; Shiv Ram Dubey (ICVGIP, 2021)

Classification of sEMG signals of hand gestures based on energy features. - Naveen Kumar Karnam; Anish Chand Turlapaty; Shiv Ram Dubey; Balakrishna Gokaraju (Biomed. Signal Process. Control., 2021)

AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks. - Swalpa Kumar Roy; Mercedes Eugenia Paoletti; Juan Mario Haut; Shiv Ram Dubey; Purbayan Kar; Antonio Plaza; Bidyut B. Chaudhuri (CoRR, 2021)

Curvature Injected Adaptive Momentum Optimizer for Convolutional Neural Networks. - Shiv Ram Dubey; S. H. Shabbeer Basha; Satish Kumar Singh; Bidyut Baran Chaudhuri (CoRR, 2021)

A Comprehensive Survey and Performance Analysis of Activation Functions in Deep Learning. - Shiv Ram Dubey; Satish Kumar Singh; Bidyut Baran Chaudhuri (CoRR, 2021)

Semantic Map Injected GAN Training for Image-to-Image Translation. - Balaram Singh Kshatriya; Shiv Ram Dubey; Himangshu Sarma; Kunal Chaudhary; Meva Ram Gurjar; Rahul Rai; Sunny Manchanda (CoRR, 2021)

CSGAN: Cyclic-Synthesized Generative Adversarial Networks for image-to-image transformation. - Kancharagunta Kishan Babu; Shiv Ram Dubey (Expert Syst. Appl., 2021)

Average biased ReLU based CNN descriptor for improved face retrieval. - Shiv Ram Dubey; Soumendu Chakraborty (Multim. Tools Appl., 2021)

AutoFCL: automatically tuning fully connected layers for handling small dataset. - S. H. Shabbeer Basha; Sravan Kumar Vinakota; Shiv Ram Dubey; Viswanath Pulabaigari; Snehasis Mukherjee (Neural Comput. Appl., 2021)

AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning. - S. H. Shabbeer Basha; Sravan Kumar Vinakota; Viswanath Pulabaigari; Snehasis Mukherjee; Shiv Ram Dubey (Neural Networks, 2021)

T2CI-GAN: Text to Compressed Image Generation Using Generative Adversarial Network. - Bulla Rajesh; Nandakishore Dusa; Mohammed Javed; Shiv Ram Dubey; P. Nagabhushan (CVIP (2), 2022)

LiSHT: Non-parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks. - Swalpa Kumar Roy; Suvojit Manna; Shiv Ram Dubey; Bidyut Baran Chaudhuri (CVIP (1), 2022)

Target Detection Using Transformer: A Study Using DETR. - Akhilesh Kumar; Satish Kumar Singh; Shiv Ram Dubey (CVMI, 2022)

Resolution Invariant Face Recognition. - Priyank Makwana; Satish Kumar Singh; Shiv Ram Dubey (CVMI, 2022)

Context Unaware Knowledge Distillation for Image Retrieval. - Bytasandram Yaswanth Reddy; Shiv Ram Dubey; Rakesh Kumar Sanodiya; Ravi Ranjan Prasad Karn (CVMI, 2022)

Moment Centralization-Based Gradient Descent Optimizers for Convolutional Neural Networks. - Sumanth Sadu; Shiv Ram Dubey; S. R. Sreeja (CVMI, 2022)

Vision Transformer Hashing for Image Retrieval. - Shiv Ram Dubey; Satish Kumar Singh; Wei-Ta Chu (ICME, 2022)

CSA-GAN: Cyclic synthesized attention guided generative adversarial network for face synthesis. - Nand Kumar Yadav; Satish Kumar Singh; Shiv Ram Dubey (Appl. Intell., 2022)

Activation functions in deep learning: A comprehensive survey and benchmark. - Shiv Ram Dubey; Satish Kumar Singh; Bidyut Baran Chaudhuri (Neurocomputing, 2022)

UFKT: Unimportant filters knowledge transfer for CNN pruning. - C. H. Sarvani; Shiv Ram Dubey; Mrinmoy Ghorai (Neurocomputing, 2022)

CDGAN: Cyclic Discriminative Generative Adversarial Networks for image-to-image transformation. - Kancharagunta Kishan Babu; Shiv Ram Dubey (J. Vis. Commun. Image Represent., 2022)

HRel: Filter pruning based on High Relevance between activation maps and class labels. - C. H. Sarvani; Mrinmoy Ghorai; Shiv Ram Dubey; S. H. Shabbeer Basha (Neural Networks, 2022)

A Decade Survey of Content Based Image Retrieval Using Deep Learning. - Shiv Ram Dubey (IEEE Trans. Circuits Syst. Video Technol., 2022)

Generative Adversarial Minority Oversampling for Spectral-Spatial Hyperspectral Image Classification. - Swalpa Kumar Roy; Juan Mario Haut; Mercedes Eugenia Paoletti; Shiv Ram Dubey; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2022)

MobileAR-GAN: MobileNet-Based Efficient Attentive Recurrent Generative Adversarial Network for Infrared-to-Visual Transformations. - Nand Kumar Yadav; Satish Kumar Singh; Shiv Ram Dubey (IEEE Trans. Instrum. Meas., 2022)

LEDNet Data. - Nehul Rangappa; Raja Vara Prasad Y; Shiv Ram Dubey (IEEE DataPort, 2022)

DCT-SwinGAN: Leveraging DCT and Swin Transformer for Face Synthesis from Sketch and Thermal Domains. - Haresh Kumar Kotadiya; Satish Kumar Singh; Shiv Ram Dubey; Nand Kumar Yadav (CVIP (2), 2023)

WSD: Wild Selfie Dataset for Face Recognition in Selfie Images. - Laxman Kumarapu; Shiv Ram Dubey; Snehasis Mukherjee; Parkhi Mohan; Sree Pragna Vinnakoti; Subhash Karthikeya (CVIP (1), 2023)

Weakly-Supervised Deep Image Hashing based on Cross-Modal Transformer. - Ching-Ching Yang; Wei-Ta Chu; Shiv Ram Dubey (MVA, 2023)

AdaNorm: Adaptive Gradient Norm Correction based Optimizer for CNNs. - Shiv Ram Dubey; Satish Kumar Singh; Bidyut Baran Chaudhuri (WACV, 2023)

PTSR: Patch Translator for Image Super-Resolution. - Neeraj Baghel; Shiv Ram Dubey; Satish Kumar Singh (CoRR, 2023)

SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network. - Neeraj Baghel; Shiv Ram Dubey; Satish Kumar Singh (CoRR, 2023)

EMAHA-DB1: A New Upper Limb sEMG Dataset for Classification of Activities of Daily Living. - Naveen Kumar Karnam; Anish Chand Turlapaty; Shiv Ram Dubey; Balakrishna Gokaraju (IEEE Trans. Instrum. Meas., 2023)

Electromyography Data. - Naveen Kumar Karnam; Anish Chand Turlapaty; Shiv Ram Dubey; Balakrishna Gokaraju (IEEE DataPort, 2023)

TVA-GAN: attention guided generative adversarial network for thermal to visible image transformations. - Nand Kumar Yadav; Satish Kumar Singh; Shiv Ram Dubey (Neural Comput. Appl., 2023)

AdaInject: Injection-Based Adaptive Gradient Descent Optimizers for Convolutional Neural Networks. - Shiv Ram Dubey; S. H. Shabbeer Basha; Satish Kumar Singh; Bidyut Baran Chaudhuri (IEEE Trans. Artif. Intell., 2023)

3D-CmT: 3D-CNN Meets Transformer for Hyperspectral Image Classification. - Sunita Arya; Shiv Ram Dubey; S. Manthira Moorthi; Debajyoti Dhar; Satish Kumar Singh (ACCV Workshops (2), 2024)

Transformer-Based Clipped Contrastive Quantization Learning For Unsupervised Image Retrieval. - Ayush Dubey; Shiv Ram Dubey; Satish Kumar Singh; Wei-Ta Chu (ICIP, 2024)

Face to Cartoon Incremental Super-Resolution Using Knowledge Distillation. - Trinetra Devkatte; Shiv Ram Dubey; Satish Kumar Singh; Abdenour Hadid (ICPR (7), 2024)

3D-Convolution Guided Spectral-Spatial Transformer for Hyperspectral Image Classification. - Shyam Varahagiri; Aryaman Sinha; Shiv Ram Dubey; Satish Kumar Singh (CoRR, 2024)

Non-Uniform Illumination Attack for Fooling Convolutional Neural Networks. - Akshay Jain; Shiv Ram Dubey; Satish Kumar Singh; KC Santosh; Bidyut Baran Chaudhuri (CoRR, 2024)

Joint Triplet Autoencoder for histopathological colon cancer nuclei retrieval. - Satya Rajendra Singh; Shiv Ram Dubey; Shruthi MS; Sairathan Ventrapragada; Saivamshi Salla Dasharatha (Multim. Tools Appl., 2024)

Frequency disentangled residual network. - Satya Rajendra Singh; Roshan Reddy Yedla; Shiv Ram Dubey; Rakesh Kumar Sanodiya; Wei-Ta Chu (Multim. Syst., 2024)

Deep Model Compression based on the Training History. - S. H. Shabbeer Basha; Mohammad Farazuddin; Viswanath Pulabaigari; Shiv Ram Dubey; Snehasis Mukherjee (Neurocomputing, 2024)

Target aware network architecture search and compression for efficient knowledge transfer. - S. H. Shabbeer Basha; Debapriya Tula; Sravan Kumar Vinakota; Shiv Ram Dubey (Multim. Syst., 2024)

Transformer-Based Generative Adversarial Networks in Computer Vision: A Comprehensive Survey. - Shiv Ram Dubey; Satish Kumar Singh (IEEE Trans. Artif. Intell., 2024)

ETransCap: efficient transformer for image captioning. - Albert Mundu; Satish Kumar Singh; Shiv Ram Dubey (Appl. Intell., 2024)

ISA-GAN: inception-based self-attentive encoder-decoder network for face synthesis using delineated facial images. - Nand Kumar Yadav; Satish Kumar Singh; Shiv Ram Dubey (Vis. Comput., 2024)

Patch Attention Excitation Based Vision Transformer for Small-Sized Datasets. - Akash Verma; Shiv Ram Dubey; Satish Kumar Singh (ICASSP, 2025)

PTSR: A patch-based translator model for image super-resolution. - Neeraj Baghel; Shiv Ram Dubey; Satish Kumar Singh (Pattern Recognit. Lett., 2025)

Adaptive adam-based optimizers using second-order weight decoupling and gradient-aware weight decay for vision transformer. - Boyapati Hemanth Sai; Snehasis Mukherjee; Shiv Ram Dubey (Mach. Vis. Appl., 2025)