Snehasis Mukherjee

According to our database, Snehasis Mukherjee authored at least 59 papers between 2008 and 2024.

Collaborative distances:

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

2024

An ensemble of self-supervised teachers for minimal student model with auto-tuned hyperparameters via improved Bayesian optimization.

Jaydeep Kishore, Snehasis Mukherjee

Prog. Artif. Intell., September, 2024

Minimizing Parameter Overhead in Self-Supervised Models for Target Task.

Jaydeep Kishore, Snehasis Mukherjee

IEEE Trans. Artif. Intell., April, 2024

DFW-PP: dynamic feature weighting-based popularity prediction for social media content.

Viswanatha Reddy G, B. S. N. V. Chaitanya, Prathyush P, Sumanth M, Mrinalini C, Dileep Kumar P, Snehasis Mukherjee

J. Supercomput., March, 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

Automatic Detection of Virus Infection Patterns in Foci Images Using Switchable Convolutions.

Amrita Singh, Ajit Kumar, Snehasis Mukherjee, Naga Suresh Veerapu

IEEE Access, 2024

2023

AGLC-GAN: Attention-based global-local cycle-consistent generative adversarial networks for unpaired single image dehazing.

R. S. Jaisurya, Snehasis Mukherjee

Image Vis. Comput., December, 2023

Auto CNN classifier based on knowledge transferred from self-supervised model.

Jaydeep Kishore, Snehasis Mukherjee

Appl. Intell., October, 2023

STTGC-Net: Spatial-Temporal Transformer with Graph Convolution for Skeleton-Based Action Recognition.

Tanishka Yagneshwar, Snehasis Mukherjee

Proceedings of the Fourteenth Indian Conference on Computer Vision, 2023

Egocentric Action Prediction via Knowledge Distillation and Subject-Action Relevance.

Snehasis Mukherjee, Bhavay Chopra

Proceedings of the Computer Vision and Image Processing - 8th International Conference, 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

Proceedings of the Computer Vision and Image Processing - 8th International Conference, 2023

Image Dehazing Based on Online Distillation.

R. S. Jaisurya, Snehasis Mukherjee

Proceedings of the Computer Vision and Image Processing - 8th International Conference, 2023

2022

An information-rich sampling technique over spatio-temporal CNN for classification of human actions in videos.

S. H. Shabbeer Basha, Viswanath Pulabaigari, Snehasis Mukherjee

Multim. Tools Appl., 2022

Long-term Spatio-temporal Contrastive Learning framework for Skeleton Action Recognition.

Anshul Rustogi, Snehasis Mukherjee

Proceedings of the International Joint Conference on Neural Networks, 2022

First-person Activity Recognition by Modelling Subject - Action Relevance.

Manav Prabhakar, Snehasis Mukherjee

Proceedings of the International Joint Conference on Neural Networks, 2022

Attention-based Single Image Dehazing Using Improved CycleGAN.

R. S. Jaisurya, Snehasis Mukherjee

Proceedings of the International Joint Conference on Neural Networks, 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

Learnable spatiotemporal feature pyramid for prediction of future optical flow in videos.

Laisha Wadhwa, Snehasis Mukherjee

Mach. Vis. Appl., 2021

Single image dehazing using improved cycleGAN.

B. S. N. V. Chaitanya, Snehasis Mukherjee

J. Vis. Commun. Image Represent., 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

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

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

Human activity recognition in RGB-D videos by dynamic images.

Snehasis Mukherjee, Leburu Anvitha, T. Mohana Lahari

Multim. Tools Appl., 2020

Blind image quality assessment using a combination of statistical features and CNN.

Aravind Babu Jeripothula, Santosh Kumar Velamala, Sunil Kumar Banoth, Snehasis Mukherjee

Multim. Tools Appl., 2020

LDOP: local directional order pattern for robust face retrieval.

Shiv Ram Dubey, Snehasis Mukherjee

Multim. Tools Appl., 2020

Single image dehazing by approximating and eliminating the additional airlight component.

Kushal Borkar, Snehasis Mukherjee

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

Measuring photography aesthetics with deep CNNs.

Gajjala Viswanatha Reddy, Snehasis Mukherjee, Mainak Thakur

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

Facial expression recognition in the wild, by fusion of deep learnt and hand-crafted features.

Gajjala Viswanatha Reddy, C. V. R. Dharma Savarni, Snehasis Mukherjee

Cogn. Syst. Res., 2020

Action Recognition in Haze Using an Efficient Fusion of Spatial and Temporal Features.

Sri Girinadh Tanneru, Snehasis Mukherjee

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

Human Action Recognition from 3D Landmark Points of the Performer.

Snehasis Mukherjee, Chirumamilla Nagalakshmi

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

2019

A Conditional Adversarial Network for Scene Flow Estimation.

Ravi Kumar Thakur, Snehasis Mukherjee

Proceedings of the 28th IEEE International Conference on Robot and Human Interactive Communication, 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

2018

Human action and event recognition using a novel descriptor based on improved dense trajectories.

Snehasis Mukherjee, Krit Karan Singh

Multim. Tools Appl., 2018

Measuring level of cuteness of baby images: a supervised learning scheme.

Pooja Makula, Akshay Kumar, Snehasis Mukherjee

Multim. Tools Appl., 2018

Single Image Dehazing Based on Generic Regularity.

Kushal Borkar, Snehasis Mukherjee

CoRR, 2018

Automatic Assessment of Artistic Quality of Photos.

Ashish Verma, Kranthi Koukuntla, Rohit Varma, Snehasis Mukherjee

CoRR, 2018

Activity Recognition in Egocentric Videos Using Bag of Key Action Units.

K. Sai Suma, G. Aditya, Snehasis Mukherjee

Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

Video Dehazing using LMNN with respect to Augmented MRF.

Kushal Borkar, Snehasis Mukherjee

Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

SceneEDNet: A Deep Learning Approach for Scene Flow Estimation.

Ravi Kumar Thakur, Snehasis Mukherjee

Proceedings of the 15th International Conference on Control, 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

2017

Recognizing Human Activities in Videos Using Improved Dense Trajectories over LSTM.

Krit Karan Singh, Snehasis Mukherjee

Proceedings of the Computer Vision, Pattern Recognition, Image Processing, and Graphics, 2017

2016

Recognizing facial expressions using novel motion based features.

Snehasis Mukherjee, Bandla Vamshi, K. V. Sai Vineeth Kumar Reddy, Vamshi Krishna Repala, S. V. S. Harish

Proceedings of the Tenth Indian Conference on Computer Vision, 2016

Event recognition in egocentric videos using a novel trajectory based feature.

Vinodh Buddubariki, Sunitha Gowd Tulluri, Snehasis Mukherjee

Proceedings of the Tenth Indian Conference on Computer Vision, 2016

2015

A motion-based approach to detect persons in low-resolution video.

Snehasis Mukherjee, Dipti Prasad Mukherjee

Multim. Tools Appl., 2015

Multiple object tracking by improved KLT tracker over SURF features.

Vinodh Buddubariki, Sunitha Gowd Tulluri, Snehasis Mukherjee

Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

Human Action Recognition Using Dominant Motion Pattern.

Snehasis Mukherjee, Apurbaa Mallik, Dipti Prasad Mukherjee

Proceedings of the Computer Vision Systems - 10th International Conference, 2015

Human Action Recognition Using Dominant Pose Duplet.

Snehasis Mukherjee

Proceedings of the Computer Vision Systems - 10th International Conference, 2015

2014

Recognizing interactions between human performers by 'Dominating Pose Doublet'.

Snehasis Mukherjee, Sujoy Kumar Biswas, Dipti Prasad Mukherjee

Mach. Vis. Appl., 2014

2013

A design-of-experiment based statistical technique for detection of key-frames.

Snehasis Mukherjee, Dipti Prasad Mukherjee

Multim. Tools Appl., 2013

2011

Recognizing Human Action at a Distance in Video by Key Poses.

Snehasis Mukherjee, Sujoy Kumar Biswas, Dipti Prasad Mukherjee

IEEE Trans. Circuits Syst. Video Technol., 2011

Recognizing interaction between human performers using 'key pose doublet'.

Snehasis Mukherjee, Sujoy Kumar Biswas, Dipti Prasad Mukherjee

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

2010

Human action recognition in video by 'meaningful' poses.

Snehasis Mukherjee, Sujoy Kumar Biswas, Dipti Prasad Mukherjee

Proceedings of the Seventh Indian Conference on Computer Vision, 2010

Modeling Sense Disambiguation of Human Pose: Recognizing Action at a Distance by Key Poses.

Snehasis Mukherjee, Sujoy Kumar Biswas, Dipti Prasad Mukherjee

Proceedings of the Computer Vision - ACCV 2010, 2010

2009

Tracking Multiple Circular Objects in Video Using Helmholtz Principle.

Snehasis Mukherjee, Dipti Prasad Mukherjee

Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009

2008

Segmentation of Circular and Rectangular Shapes in an Image Using Helmholtz Principle.

Snehasis Mukherjee, Dipti Prasad Mukherjee

Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008