Shiv Ram Dubey

According to our database, Shiv Ram Dubey authored at least 95 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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., April, 2024

Deep Model Compression based on the Training History.

S. H. Shabbeer Basha, Mohammad Farazuddin, Viswanath Pulabaigari, Shiv Ram Dubey, Snehasis Mukherjee

Neurocomputing, March, 2024

Frequency disentangled residual network.

Satya Rajendra Singh, Roshan Reddy Yedla, Shiv Ram Dubey, Rakesh Kumar Sanodiya, Wei-Ta Chu

Multim. Syst., February, 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., January, 2024

Face to Cartoon Incremental Super-Resolution using Knowledge Distillation.

Trinetra Devkatte, Shiv Ram Dubey, Satish Kumar Singh, Abdenour Hadid

CoRR, 2024

Transformer-based Clipped Contrastive Quantization Learning for Unsupervised Image Retrieval.

Ayush Dubey, Shiv Ram Dubey, Satish Kumar Singh, Wei-Ta Chu

CoRR, 2024

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., December, 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., September, 2023

Electromyography Data.

Naveen Kumar Karnam, Anish Chand Turlapaty, Shiv Ram Dubey, Balakrishna Gokaraju

Dataset, January, 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

SRTransGAN: Image Super-Resolution using Transformer based Generative Adversarial Network.

Neeraj Baghel, Shiv Ram Dubey, Satish Kumar Singh

CoRR, 2023

PTSR: Patch Translator for Image Super-Resolution.

Neeraj Baghel, Shiv Ram Dubey, Satish Kumar Singh

CoRR, 2023

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

Shiv Ram Dubey, Satish Kumar Singh

CoRR, 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

CoRR, 2023

AdaNorm: Adaptive Gradient Norm Correction based Optimizer for CNNs.

Shiv Ram Dubey, Satish Kumar Singh, Bidyut Baran Chaudhuri

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Weakly-Supervised Deep Image Hashing based on Cross-Modal Transformer.

Ching-Ching Yang, Wei-Ta Chu, Shiv Ram Dubey

Proceedings of the 18th International Conference on Machine Vision and Applications, 2023

2022

LEDNet Data.

Nehul Rangappa, Raja Vara Prasad Y, Shiv Ram Dubey

Dataset, May, 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

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

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

Shiv Ram Dubey

IEEE Trans. Circuits Syst. Video Technol., 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

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

Kancharagunta Kishan Babu, Shiv Ram Dubey

J. Vis. Commun. Image Represent., 2022

UFKT: Unimportant filters knowledge transfer for CNN pruning.

C. H. Sarvani, Shiv Ram Dubey, Mrinmoy Ghorai

Neurocomputing, 2022

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

Shiv Ram Dubey, Satish Kumar Singh, Bidyut Baran Chaudhuri

Neurocomputing, 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

Vision Transformer Hashing for Image Retrieval.

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

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Moment Centralization-Based Gradient Descent Optimizers for Convolutional Neural Networks.

Sumanth Sadu, Shiv Ram Dubey, S. R. Sreeja

Proceedings of the Computer Vision and Machine Intelligence, 2022

Context Unaware Knowledge Distillation for Image Retrieval.

Bytasandram Yaswanth Reddy, Shiv Ram Dubey, Rakesh Kumar Sanodiya, Ravi Ranjan Prasad Karn

Proceedings of the Computer Vision and Machine Intelligence, 2022

Resolution Invariant Face Recognition.

Priyank Makwana, Satish Kumar Singh, Shiv Ram Dubey

Proceedings of the Computer Vision and Machine Intelligence, 2022

Target Detection Using Transformer: A Study Using DETR.

Akhilesh Kumar, Satish Kumar Singh, Shiv Ram Dubey

Proceedings of the Computer Vision and Machine Intelligence, 2022

LiSHT: Non-parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks.

Swalpa Kumar Roy, Suvojit Manna, Shiv Ram Dubey, Bidyut Baran Chaudhuri

Proceedings of the Computer Vision and Image Processing - 7th International Conference, 2022

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

Bulla Rajesh, Nandakishore Dusa, Mohammed Javed, Shiv Ram Dubey, P. Nagabhushan

Proceedings of the Computer Vision and Image Processing - 7th International Conference, 2022

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

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

Average biased ReLU based CNN descriptor for improved face retrieval.

Shiv Ram Dubey, Soumendu Chakraborty

Multim. Tools Appl., 2021

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

Kancharagunta Kishan Babu, Shiv Ram Dubey

Expert Syst. Appl., 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

A Comprehensive Survey and Performance Analysis of Activation Functions in Deep Learning.

Shiv Ram Dubey, Satish Kumar Singh, Bidyut Baran 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

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

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

MERANet: facial micro-expression recognition using 3D residual attention network.

Gajjala Viswanatha Reddy, Sai Prasanna Teja Reddy, Snehasis Mukherjee, Shiv Ram Dubey

Proceedings of the ICVGIP '21: Indian Conference on Computer Vision, Graphics and Image Processing, Jodhpur, India, December 19, 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

Proceedings of the Computer Vision and Image Processing - 6th International Conference, 2021

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

Anirudh Ambati, Shiv Ram Dubey

Proceedings of the Computer Vision and Image Processing - 6th International Conference, 2021

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

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

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

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

LDOP: local directional order pattern for robust face retrieval.

Shiv Ram Dubey, Snehasis Mukherjee

Multim. Tools Appl., 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

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

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

Kancharagunta Kishan Babu, Shiv Ram Dubey

Neurocomputing, 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

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

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

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

Roshan Reddy Yedla, Shiv Ram Dubey

Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

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

Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey, Snehasis Mukherjee

Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

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

Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey

Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

2019

Local directional relation pattern for unconstrained and robust face retrieval.

Shiv Ram Dubey

Multim. Tools Appl., 2019

Face retrieval using frequency decoded local descriptor.

Shiv Ram Dubey

Multim. Tools Appl., 2019

PSNet: Parametric Sigmoid Norm Based CNN for Face Recognition.

Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey

CoRR, 2019

NASIB: Neural Architecture Search withIn Budget.

Abhishek Singh, Anubhav Garg, Jinan Zhou, Shiv Ram Dubey, Debo Dutta

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

A Performance Comparison of Loss Functions for Deep Face Recognition.

Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey

CoRR, 2019

Dual CNN Models for Unsupervised Monocular Depth Estimation.

Vamshi Krishna Repala, Shiv Ram Dubey

Proceedings of the Pattern Recognition and Machine Intelligence, 2019

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

Sai Prasanna Teja Reddy, Surya Teja Karri, Shiv Ram Dubey, Snehasis Mukherjee

Proceedings of the International Joint Conference on Neural Networks, 2019

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

Chaitanya Nagpal, Shiv Ram Dubey

Proceedings of the International Joint Conference on Neural Networks, 2019

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

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

A Multi-Face Challenging Dataset for Robust Face Recognition.

Shiv Ram Dubey, Snehasis Mukherjee

Proceedings of the 15th International Conference on Control, 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

Proceedings of the 15th International Conference on Control, 2018

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

Swalpa Kumar Roy, Shiv Ram Dubey, Bhabatosh Chanda, Bidyut B. Chaudhuri, Dipak Kumar Ghosh

Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

2017

Local SVD based NIR face retrieval.

Shiv Ram Dubey, Satish Kumar Singh, Rajat Kumar Singh

J. Vis. Commun. Image Represent., 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

A Complete Dual-Cross Pattern for Unconstrained Texture Classification.

Swalpa Kumar Roy, Bhabatosh Chanda, Bidyut B. Chaudhuri, Dipak Kumar Ghosh, Shiv Ram Dubey

Proceedings of the 4th IAPR Asian Conference on Pattern Recognition, 2017

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

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

Shiv Ram Dubey, Satish Kumar Singh, Rajat Kumar Singh

IEEE Trans. Image Process., 2016

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

Shiv Ram Dubey, Anand Singh Jalal

Signal Image Video Process., 2016

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

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

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

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

Shiv Ram Dubey, Anand Singh Jalal

J. Intell. Syst., 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

Local neighbourhood-based robust colour occurrence descriptor for colour image retrieval.

Shiv Ram Dubey, Satish Kumar Singh, Rajat Kumar Singh

IET Image Process., 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

Rotation and scale invariant hybrid image descriptor and retrieval.

Shiv Ram Dubey, Satish Kumar Singh, Rajat Kumar Singh

Comput. Electr. Eng., 2015

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

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

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

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 Categorize the Fruit Diseases from Images.

Shiv Ram Dubey, Anand Singh Jalal

CoRR, 2014

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

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

Species and variety detection of fruits and vegetables from images.

Shiv Ram Dubey, Anand Singh Jalal

Int. J. Appl. Pattern Recognit., 2013

2012

Adapted Approach for Fruit Disease Identification using Images.

Shiv Ram Dubey, Anand Singh Jalal

Int. J. Comput. Vis. Image Process., 2012