Shiv Ram Dubey

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AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning

Snehasis Mukherjee, Viswanath Pulabaigari, S.H.Shabbeer Basha, 2020, Neural Networks.

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

Anand Singh Jalal, Shiv Ram Dubey, A. S. Jalal, 2016, Signal Image Video Process..

Identity verification using shape and geometry of human hands

Shiv Ram Dubey, Rajiv Saxena, Satish Kumar Singh, 2015, Expert Syst. Appl..

PCSGAN: Perceptual Cyclic-Synthesized Generative Adversarial Networks for Thermal and NIR to Visible Image Transformation pdf

Shiv Ram Dubey, Kancharagunta Kishan Babu, 2020, Neurocomputing.

AutoFCL: Automatically Tuning Fully Connected Layers for Handling Small Dataset

Snehasis Mukherjee, Viswanath Pulabaigari, Sravan Kumar Vinakota, 2020 .

LiSHT: Non-Parametric Linearly Scaled Hyperbolic Tangent Activation Function for Neural Networks pdf

Bidyut Baran Chaudhuri, Shiv Ram Dubey, Swalpa Kumar Roy, 2019, CVIP.

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

Bidyut Baran Chaudhuri, Snehasis Mukherjee, Shiv Ram Dubey, 2019, Neural Computing and Applications.

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

Shiv Ram Dubey, Satish Kumar Singh, Rajat Kumar Singh, 2015, Multimedia Tools and Applications.

Human Activity Recognition Using Gait Pattern

Shiv Ram Dubey, Vijay Bhaskar Semwal, Pushkar Dixit, 2013, Int. J. Comput. Vis. Image Process..

MERANet: Facial Micro-Expression Recognition using 3D Residual Attention Network pdf

Snehasis Mukherjee, Shiv Ram Dubey, Gajjala Viswanatha Reddy, 2020, ArXiv.

TexFusionNet: An Ensemble of Deep CNN Feature for Texture Classification

Bhabatosh Chanda, Bidyut Baran Chaudhuri, Shiv Ram Dubey, 2018, CVIP.

Species and variety detection of fruits and vegetables from images

Anand Singh Jalal, Shiv Ram Dubey, 2013, Int. J. Appl. Pattern Recognit..

Automatic Fruit Disease Classification Using Images

Anand Singh Jalal, Shiv Ram Dubey, A. S. Jalal, 2014 .

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

Shiv Ram Dubey, Satish Kumar Singh, Rajat Kumar Singh, 2015, IEEE Signal Processing Letters.

Fruit disease recognition using improved sum and difference histogram from images

Anand Singh Jalal, Shiv Ram Dubey, A. S. Jalal, 2014, Int. J. Appl. Pattern Recognit..

CSGAN: Cyclic-Synthesized Generative Adversarial Networks for Image-to-Image Transformation pdf

Shiv Ram Dubey, Kancharagunta Kishan Babu, S. Dubey, 2019, Expert Syst. Appl..

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

Shiv Ram Dubey, Satish Kumar Singh, Rajat Kumar Singh, 2015, IEEE Transactions on Image Processing.

Visual Question Answering using Deep Learning: A Survey and Performance Analysis pdf

Snehasis Mukherjee, Shiv Ram Dubey, Yash Srivastava, 2019, ArXiv.

Hard-Mining Loss based Convolutional Neural Network for Face Recognition pdf

Shiv Ram Dubey, Yash Srivastava, Vaishnav Murali, 2019, ArXiv.

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

Bhabatosh Chanda, Bidyut Baran Chaudhuri, Shiv Ram Dubey, 2018, Digit. Signal Process..

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

Bidyut Baran Chaudhuri, Shiv Ram Dubey, Swalpa Kumar Roy, 2019, IEEE Geoscience and Remote Sensing Letters.

Local jet pattern: a robust descriptor for texture classification

Bhabatosh Chanda, Bidyut Baran Chaudhuri, Shiv Ram Dubey, 2017, Multimedia Tools and Applications.

Dual CNN Models for Unsupervised Monocular Depth Estimation pdf

Shiv Ram Dubey, Vamshi Krishna Repala, 2019, PReMI.

Face retrieval using frequency decoded local descriptor

Shiv Ram Dubey, S. Dubey, 2017, Multimedia Tools and Applications.

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

Anand Singh Jalal, Shiv Ram Dubey, A. S. Jalal, 2015, J. Intell. Syst..

Rotation and scale invariant hybrid image descriptor and retrieval

Shiv Ram Dubey, Satish Kumar Singh, Rajat Kumar Singh, 2015, Comput. Electr. Eng..

Adapted Approach for Fruit Disease Identification using Images pdf

Anand Singh Jalal, Shiv Ram Dubey, A. S. Jalal, 2012, Int. J. Comput. Vis. Image Process..

Average biased ReLU based CNN descriptor for improved face retrieval

Shiv Ram Dubey, Soumendu Chakraborty, S. Dubey, 2018, Multimedia Tools and Applications.

diffGrad: An Optimization Method for Convolutional Neural Networks

Snehasis Mukherjee, Shiv Ram Dubey, Swalpa Kumar Roy, 2020, IEEE Transactions on Neural Networks and Learning Systems.

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

Shiv Ram Dubey, Satish Kumar Singh, Rajat Kumar Singh, 2015, IET Image Process..

LDOP: local directional order pattern for robust face retrieval

Snehasis Mukherjee, Shiv Ram Dubey, S. Dubey, 2018, Multimedia Tools and Applications.

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

Shiv Ram Dubey, Soumendu Chakraborty, Jayendra Kantipudi, 2020, IEEE Transactions on Artificial Intelligence.

A Performance Evaluation of Loss Functions for Deep Face Recognition

Shiv Ram Dubey, Yash Srivastava, Vaishnav Murali, 2020 .

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

Shiv Ram Dubey, 2020, ArXiv.

A Performance Evaluation of Convolutional Neural Networks for Face Anti Spoofing

Shiv Ram Dubey, Chaitanya Nagpal, S. Dubey, 2018, 2019 International Joint Conference on Neural Networks (IJCNN).

Impact of Fully Connected Layers on Performance of Convolutional Neural Networks for Image Classification pdf

Snehasis Mukherjee, Viswanath Pulabaigari, Shiv Ram Dubey, 2019, Neurocomputing.

Multichannel Decoded Local Binary Patterns for Content-Based Image Retrieval

Shiv Ram Dubey, Satish Kumar Singh, Rajat Kumar Singh, 2016, IEEE Transactions on Image Processing.

Unconstrained texture classification using efficient jet texton learning

Shiv Ram Dubey, Siddhartha Bhattacharyya, Swalpa Kumar Roy, 2020, Appl. Soft Comput..

A Multi-Face Challenging Dataset for Robust Face Recognition

Snehasis Mukherjee, Shiv Ram Dubey, S. Dubey, 2018, 2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV).

NASIB: Neural Architecture Search withIn Budget pdf

Abhishek Singh, Shiv Ram Dubey, Anubhav Garg, 2019, ArXiv.

CDGAN: Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation pdf

Shiv Ram Dubey, Kancharagunta Kishan Babu, 2020, ArXiv.

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

Snehasis Mukherjee, Viswanath Pulabaigari, Shiv Ram Dubey, 2018, 2018 15th International Conference on Control, Automation, Robotics and Vision (ICARCV).

On the Performance of Convolutional Neural Networks under High and Low Frequency Information pdf

Shiv Ram Dubey, Roshan Reddy Yedla, 2020, ArXiv.

Local ZigZag Max histograms of pooling pattern for texture classification

Shiv Ram Dubey, Bidyut B. Chaudhuri, Swalpa Kumar Roy, 2019, Electronics Letters.

Fusing Color and Texture Cues to Categorize the Fruit Diseases from Images pdf

Anand Singh Jalal, Shiv Ram Dubey, 2014, ArXiv.

Infected Fruit Part Detection using K-Means Clustering Segmentation Technique

Shiv Ram Dubey, Pushkar Dixit, Nishant Singh, 2013, Int. J. Interact. Multim. Artif. Intell..

A Complete Dual-Cross Pattern for Unconstrained Texture Classification

Bhabatosh Chanda, Bidyut Baran Chaudhuri, Shiv Ram Dubey, 2017, 2017 4th IAPR Asian Conference on Pattern Recognition (ACPR).

Rotation and Illumination Invariant Interleaved Intensity Order-Based Local Descriptor

Shiv Ram Dubey, Satish Kumar Singh, Rajat Kumar Singh, 2014, IEEE Transactions on Image Processing.

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

Snehasis Mukherjee, Shiv Ram Dubey, Sai Prasanna Teja Reddy, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

AutoFCL: Automatically Tuning Fully Connected Layers for Transfer Learning pdf

Snehasis Mukherjee, Viswanath Pulabaigari, Sravan Kumar Vinakota, 2020, ArXiv.

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

Anand Singh Jalal, Shiv Ram Dubey, 2015, Int. J. Appl. Pattern Recognit..

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

Shiv Ram Dubey, Satish Kumar Singh, Rajat Kumar Singh, 2016, IEEE Journal of Biomedical and Health Informatics.

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

Shiv Ram Dubey, Swalpa Kumar Roy, Subhrasankar Chatterjee, 2020, IET Image Process..

Local directional relation pattern for unconstrained and robust face retrieval

Shiv Ram Dubey, S. Dubey, 2017, Multimedia Tools and Applications.

Emotion recognition from facial expressions based on multi-level classification

Anand Singh Jalal, Shiv Ram Dubey, A. S. Jalal, 2014, Int. J. Comput. Vis. Robotics.

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

Anand Singh Jalal, Shiv Ram Dubey, 2014, Int. J. Comput. Vis. Image Process..

Local SVD based NIR face retrieval

Shiv Ram Dubey, Rajat Kumar Singh, Satish Kumar Singh, 2017, J. Vis. Commun. Image Represent..

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

Bhabatosh Chanda, Bidyut Baran Chaudhuri, Shiv Ram Dubey, 2018, Pattern Recognit. Lett..

A Performance Comparison of Loss Functions for Deep Face Recognition pdf

Shiv Ram Dubey, Yash Srivastava, Vaishnav Murali, 2018, ArXiv.

PSNet: Parametric Sigmoid Norm Based CNN for Face Recognition

Shiv Ram Dubey, Yash Srivastava, Vaishnav Murali, 2019, 2019 IEEE Conference on Information and Communication Technology.

AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning

Snehasis Mukherjee, Viswanath Pulabaigari, Sravan Kumar Vinakota, 2021, Neural Networks.

Frequency Disentangled Residual Network pdf

Shiv Ram Dubey, Roshan Reddy Yedla, Satya Rajendra Singh, 2021, ArXiv.

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

Bidyut Baran Chaudhuri, Shiv Ram Dubey, Satish Kumar Singh, 2021, ArXiv.

CDGAN: Cyclic Discriminative Generative Adversarial Networks for Image-to-Image Transformation pdf

Shiv Ram Dubey, Kancharagunta Kishan Babu, S. Dubey, 2020, J. Vis. Commun. Image Represent..

Curvature Injected Adaptive Momentum Optimizer for Convolutional Neural Networks pdf

Bidyut Baran Chaudhuri, Shiv Ram Dubey, S. H. Shabbeer Basha, 2021, ArXiv.

Classification of sEMG signals of hand gestures based on energy features

Shiv Ram Dubey, Balakrishna Gokaraju, Anish Chand Turlapaty, 2021, Biomed. Signal Process. Control..

Deep Model Compression based on the Training History pdf

Snehasis Mukherjee, Viswanath Pulabaigari, Shiv Ram Dubey, 2021, ArXiv.

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

Shiv Ram Dubey, Anirudh Ambati, S. Dubey, 2021, CVIP.

Joint Triplet Autoencoder for histopathological colon cancer nuclei retrieval pdf

Shiv Ram Dubey, Satya Rajendra Singh, MS Shruthi, 2021, Multim. Tools Appl..

Semantic Map Injected GAN Training for Image-to-Image Translation pdf

Shiv Ram Dubey, Himangshu Sarma, Rahul Rai, 2021, ArXiv.

Efficient High-Resolution Image-to-Image Translation using Multi-Scale Gradient U-Net pdf

Shiv Ram Dubey, Kumarapu Laxman, Baddam Kalyan, 2021, ArXiv.

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

Snehasis Mukherjee, Shiv Ram Dubey, Gajjala Viswanatha Reddy, 2020, ICVGIP.

Vision Transformer Hashing for Image Retrieval pdf

Shiv Ram Dubey, Satish Kumar Singh, Wei-Ta Chu, 2021, ArXiv.

diffGrad: An Optimization Method for Convolutional Neural Networks

Bidyut Baran Chaudhuri, Snehasis Mukherjee, Shiv Ram Dubey, 2019, IEEE Transactions on Neural Networks and Learning Systems.

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

Shiv Ram Dubey, Satish Kumar Singh, Rajat Kumar Singh, 2015, 2015 IEEE UP Section Conference on Electrical Computer and Electronics (UPCON).

Robust Approach for Fruit and Vegetable Classification

Anand Singh Jalal, Shiv Ram Dubey, A. S. Jalal, 2012 .

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

Shiv Ram Dubey, Satish K. Singh, Rajat Kumar Singh, 2016 .