Snehasis Mukherjee

88 papers A* 1A 1B 5C 5Journal 55Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Spatio-Temporal Transformer Block with a Skeletal Temporal Transformer for Human Activity Recognition. NCC Snehasis Mukherjee, Harshdeep Singh, Aditya Mukerji
2025	J	`jnl`	Adaptive adam-based optimizers using second-order weight decoupling and gradient-aware weight decay for vision transformer. Mach. Vis. Appl. Boyapati Hemanth Sai, Snehasis Mukherjee, Shiv Ram Dubey
2025	J	`jnl`	Continual Learning-Based Unified Model for Unpaired Image Restoration Tasks. CoRR Kotha Kartheek, Lingamaneni Gnanesh Chowdary, Snehasis Mukherjee
2025	J	`jnl`	Designing Autotuned Student Models by Knowledge Distillation from Self-Supervised Teacher Models. SN Comput. Sci. Jaydeep Kishore, Snehasis Mukherjee
2025	J	`jnl`	Plantation Monitoring Using Drone Images: A Dataset and Performance Review. CoRR Yashwanth Karumanchi, Gudala Laxmi Prasanna, Snehasis Mukherjee, Nagesh Kolagani
2025	—	`conf`	Revisiting Subject-Action Relevance for Egocentric Activity Recognition. NCC Manav Prabhakar, Kovvuri Sai Gopal Reddy, Snehasis Mukherjee
2025	J	`jnl`	SCoDA: Self-supervised Continual Domain Adaptation. CoRR Chirayu Agrawal, Snehasis Mukherjee
2025	J	`jnl`	Scale-invariant object detection by adaptive convolution with unified global-local context. Evol. Syst. Amrita Singh, Snehasis Mukherjee
2024	J	`jnl`	An ensemble of self-supervised teachers for minimal student model with auto-tuned hyperparameters via improved Bayesian optimization. Prog. Artif. Intell. Jaydeep Kishore, Snehasis Mukherjee
2024	J	`jnl`	Automatic Detection of Virus Infection Patterns in Foci Images Using Switchable Convolutions. IEEE Access Amrita Singh, Ajit Kumar, Snehasis Mukherjee, Naga Suresh Veerapu
2024	J	`jnl`	DFW-PP: dynamic feature weighting-based popularity prediction for social media content. J. Supercomput. Viswanatha Reddy G, B. S. N. V. Chaitanya, Prathyush P, Sumanth M, Mrinalini C, Dileep Kumar P, Snehasis Mukherjee
2024	J	`jnl`	Deep Model Compression based on the Training History. Neurocomputing S. H. Shabbeer Basha, Mohammad Farazuddin, Viswanath Pulabaigari, Shiv Ram Dubey, Snehasis Mukherjee
2024	J	`jnl`	Impact of Autotuned Fully Connected Layers on Performance of Self-supervised Models for Image Classification. Mach. Intell. Res. Jaydeep Kishore, Snehasis Mukherjee
2024	J	`jnl`	Minimizing Parameter Overhead in Self-Supervised Models for Target Task. IEEE Trans. Artif. Intell. Jaydeep Kishore, Snehasis Mukherjee
2024	J	`jnl`	Scale-Invariant Object Detection by Adaptive Convolution with Unified Global-Local Context. CoRR Amrita Singh, Snehasis Mukherjee
2024	A	`conf`	UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA Filters. BMVC Kovvuri Sai Gopal Reddy, Bodduluri Saran, A. Mudit Adityaja, Saurabh J. Shigwan, Nitin Kumar, Snehasis Mukherjee
2024	J	`jnl`	UnSeGArmaNet: Unsupervised Image Segmentation using Graph Neural Networks with Convolutional ARMA Filters. CoRR Kovvuri Sai Gopal Reddy, Bodduluri Saran, A. Mudit Adityaja, Saurabh J. Shigwan, Nitin Kumar, Snehasis Mukherjee
2023	J	`jnl`	AGLC-GAN: Attention-based global-local cycle-consistent generative adversarial networks for unpaired single image dehazing. Image Vis. Comput. R. S. Jaisurya, Snehasis Mukherjee
2023	J	`jnl`	Auto CNN classifier based on knowledge transferred from self-supervised model. Appl. Intell. Jaydeep Kishore, Snehasis Mukherjee
2023	—	`conf`	Egocentric Action Prediction via Knowledge Distillation and Subject-Action Relevance. CVIP (1) Snehasis Mukherjee, Bhavay Chopra
2023	—	`conf`	Image Dehazing Based on Online Distillation. CVIP (2) R. S. Jaisurya, Snehasis Mukherjee
2023	—	`conf`	STTGC-Net: Spatial-Temporal Transformer with Graph Convolution for Skeleton-Based Action Recognition. ICVGIP Tanishka Yagneshwar, Snehasis Mukherjee
2023	—	`conf`	WSD: Wild Selfie Dataset for Face Recognition in Selfie Images. CVIP (1) Laxman Kumarapu, Shiv Ram Dubey, Snehasis Mukherjee, Parkhi Mohan, Sree Pragna Vinnakoti, Subhash Karthikeya
2023	J	`jnl`	WSD: Wild Selfie Dataset for Face Recognition in Selfie Images. CoRR Laxman Kumarapu, Shiv Ram Dubey, Snehasis Mukherjee, Parkhi Mohan, Sree Pragna Vinnakoti, Subhash Karthikeya
2022	J	`jnl`	An information-rich sampling technique over spatio-temporal CNN for classification of human actions in videos. Multim. Tools Appl. S. H. Shabbeer Basha, Viswanath Pulabaigari, Snehasis Mukherjee
2022	B	`conf`	Attention-based Single Image Dehazing Using Improved CycleGAN. IJCNN R. S. Jaisurya, Snehasis Mukherjee
2022	B	`conf`	First-person Activity Recognition by Modelling Subject - Action Relevance. IJCNN Manav Prabhakar, Snehasis Mukherjee
2022	B	`conf`	Long-term Spatio-temporal Contrastive Learning framework for Skeleton Action Recognition. IJCNN Anshul Rustogi, Snehasis Mukherjee
2021	J	`jnl`	AutoFCL: automatically tuning fully connected layers for handling small dataset. Neural Comput. Appl. S. H. Shabbeer Basha, Sravan Kumar Vinakota, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
2021	J	`jnl`	AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning. Neural Networks S. H. Shabbeer Basha, Sravan Kumar Vinakota, Viswanath Pulabaigari, Snehasis Mukherjee, Shiv Ram Dubey
2021	J	`jnl`	DFW-PP: Dynamic Feature Weighting based Popularity Prediction for Social Media Content. CoRR Viswanatha Reddy G, B. S. N. V. Chaitanya, Prathyush P, Sumanth M, Mrinalini C, Dileep Kumar P, Snehasis Mukherjee
2021	J	`jnl`	Deep Model Compression based on the Training History. CoRR S. H. Shabbeer Basha, Mohammad Farazuddin, Viswanath Pulabaigari, Shiv Ram Dubey, Snehasis Mukherjee
2021	J	`jnl`	Learnable spatiotemporal feature pyramid for prediction of future optical flow in videos. Mach. Vis. Appl. Laisha Wadhwa, Snehasis Mukherjee
2021	—	`conf`	MERANet: facial micro-expression recognition using 3D residual attention network. ICVGIP Gajjala Viswanatha Reddy, Sai Prasanna Teja Reddy, Snehasis Mukherjee, Shiv Ram Dubey
2021	J	`jnl`	Single image dehazing using improved cycleGAN. J. Vis. Commun. Image Represent. B. S. N. V. Chaitanya, Snehasis Mukherjee
2020	—	`conf`	Action Recognition in Haze Using an Efficient Fusion of Spatial and Temporal Features. CVIP (2) Sri Girinadh Tanneru, Snehasis Mukherjee
2020	J	`jnl`	An Information-rich Sampling Technique over Spatio-Temporal CNN for Classification of Human Actions in Videos. CoRR S. H. Shabbeer Basha, Viswanath Pulabaigari, Snehasis Mukherjee
2020	J	`jnl`	AutoFCL: Automatically Tuning Fully Connected Layers for Transfer Learning. CoRR S. H. Shabbeer Basha, Sravan Kumar Vinakota, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
2020	J	`jnl`	AutoTune: Automatically Tuning Convolutional Neural Networks for Improved Transfer Learning. CoRR S. H. Shabbeer Basha, Sravan Kumar Vinakota, Viswanath Pulabaigari, Snehasis Mukherjee, Shiv Ram Dubey
2020	J	`jnl`	Blind image quality assessment using a combination of statistical features and CNN. Multim. Tools Appl. Aravind Babu Jeripothula, Santosh Kumar Velamala, Sunil Kumar Banoth, Snehasis Mukherjee
2020	J	`jnl`	Facial expression recognition in the wild, by fusion of deep learnt and hand-crafted features. Cogn. Syst. Res. Gajjala Viswanatha Reddy, C. V. R. Dharma Savarni, Snehasis Mukherjee
2020	—	`conf`	Human Action Recognition from 3D Landmark Points of the Performer. CVIP (2) Snehasis Mukherjee, Chirumamilla Nagalakshmi
2020	J	`jnl`	Human activity recognition in RGB-D videos by dynamic images. Multim. Tools Appl. Snehasis Mukherjee, Leburu Anvitha, T. Mohana Lahari
2020	J	`jnl`	Impact of fully connected layers on performance of convolutional neural networks for image classification. Neurocomputing S. H. Shabbeer Basha, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
2020	J	`jnl`	LDOP: local directional order pattern for robust face retrieval. Multim. Tools Appl. Shiv Ram Dubey, Snehasis Mukherjee
2020	J	`jnl`	Local bit-plane decoded convolutional neural network features for biomedical image retrieval. Neural Comput. Appl. Shiv Ram Dubey, Swalpa Kumar Roy, Soumendu Chakraborty, Snehasis Mukherjee, Bidyut Baran Chaudhuri
2020	J	`jnl`	MERANet: Facial Micro-Expression Recognition using 3D Residual Attention Network. CoRR Gajjala Viswanatha Reddy, Sai Prasanna Teja Reddy, Snehasis Mukherjee, Shiv Ram Dubey
2020	J	`jnl`	Measuring photography aesthetics with deep CNNs. IET Image Process. Gajjala Viswanatha Reddy, Snehasis Mukherjee, Mainak Thakur
2020	J	`jnl`	Single image dehazing by approximating and eliminating the additional airlight component. Neurocomputing Kushal Borkar, Snehasis Mukherjee
2020	—	`conf`	Visual Question Answering Using Deep Learning: A Survey and Performance Analysis. CVIP (2) Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey, Snehasis Mukherjee
2020	J	`jnl`	diffGrad: An Optimization Method for Convolutional Neural Networks. IEEE Trans. Neural Networks Learn. Syst. Shiv Ram Dubey, Soumendu Chakraborty, Swalpa Kumar Roy, Snehasis Mukherjee, Satish Kumar Singh, Bidyut Baran Chaudhuri
2019	B	`conf`	A Conditional Adversarial Network for Scene Flow Estimation. RO-MAN Ravi Kumar Thakur, Snehasis Mukherjee
2019	J	`jnl`	A Conditional Adversarial Network for Scene Flow Estimation. CoRR Ravi Kumar Thakur, Snehasis Mukherjee
2019	J	`jnl`	Impact of Fully Connected Layers on Performance of Convolutional Neural Networks for Image Classification. CoRR S. H. Shabbeer Basha, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
2019	B	`conf`	Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks. IJCNN Sai Prasanna Teja Reddy, Surya Teja Karri, Shiv Ram Dubey, Snehasis Mukherjee
2019	J	`jnl`	Spontaneous Facial Micro-Expression Recognition using 3D Spatiotemporal Convolutional Neural Networks. CoRR Sai Prasanna Teja Reddy, Surya Teja Karri, Shiv Ram Dubey, Snehasis Mukherjee
2019	J	`jnl`	Visual Question Answering using Deep Learning: A Survey and Performance Analysis. CoRR Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey, Snehasis Mukherjee
2019	J	`jnl`	diffGrad: An Optimization Method for Convolutional Neural Networks. CoRR Shiv Ram Dubey, Soumendu Chakraborty, Swalpa Kumar Roy, Snehasis Mukherjee, Satish Kumar Singh, Bidyut Baran Chaudhuri
2018	C	`conf`	A Multi-Face Challenging Dataset for Robust Face Recognition. ICARCV Shiv Ram Dubey, Snehasis Mukherjee
2018	J	`jnl`	A Multi-Face Challenging Dataset for Robust Face Recognition. CoRR Shiv Ram Dubey, Snehasis Mukherjee
2018	—	`conf`	Activity Recognition in Egocentric Videos Using Bag of Key Action Units. ICVGIP K. Sai Suma, G. Aditya, Snehasis Mukherjee
2018	J	`jnl`	Automatic Assessment of Artistic Quality of Photos. CoRR Ashish Verma, Kranthi Koukuntla, Rohit Varma, Snehasis Mukherjee
2018	J	`jnl`	Human Activity Recognition in RGB-D Videos by Dynamic Images. CoRR Snehasis Mukherjee, Leburu Anvitha, T. Mohana Lahari
2018	J	`jnl`	Human action and event recognition using a novel descriptor based on improved dense trajectories. Multim. Tools Appl. Snehasis Mukherjee, Krit Karan Singh
2018	J	`jnl`	LDOP: Local Directional Order Pattern for Robust Face Retrieval. CoRR Shiv Ram Dubey, Snehasis Mukherjee
2018	J	`jnl`	Measuring level of cuteness of baby images: a supervised learning scheme. Multim. Tools Appl. Pooja Makula, Akshay Kumar, Snehasis Mukherjee
2018	C	`conf`	RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification. ICARCV S. H. Shabbeer Basha, Soumen Ghosh, Kancharagunta Kishan Babu, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
2018	J	`jnl`	RCCNet: An Efficient Convolutional Neural Network for Histological Routine Colon Cancer Nuclei Classification. CoRR S. H. Shabbeer Basha, Soumen Ghosh, Kancharagunta Kishan Babu, Shiv Ram Dubey, Viswanath Pulabaigari, Snehasis Mukherjee
2018	C	`conf`	SceneEDNet: A Deep Learning Approach for Scene Flow Estimation. ICARCV Ravi Kumar Thakur, Snehasis Mukherjee
2018	J	`jnl`	SceneEDNet: A Deep Learning Approach for Scene Flow Estimation. CoRR Ravi Kumar Thakur, Snehasis Mukherjee
2018	J	`jnl`	Single Image Dehazing Based on Generic Regularity. CoRR Kushal Borkar, Snehasis Mukherjee
2018	—	`conf`	Video Dehazing using LMNN with respect to Augmented MRF. ICVGIP Kushal Borkar, Snehasis Mukherjee
2017	—	`ed.`	Computer Vision, Graphics, and Image Processing - ICVGIP 2016 Satellite Workshops, WCVA, DAR, and MedImage, Guwahati, India, December 19, 2016, Revised Selected Papers ICVGIP Workshops Snehasis Mukherjee, Suvadip Mukherjee, Dipti Prasad Mukherjee, Jayanthi Sivaswamy, Suyash P. Awate, Srirangaraj Setlur, Anoop M. Namboodiri, Santanu Chaudhury
2017	—	`conf`	Recognizing Human Activities in Videos Using Improved Dense Trajectories over LSTM. NCVPRIPG Krit Karan Singh, Snehasis Mukherjee
2016	—	`conf`	Event recognition in egocentric videos using a novel trajectory based feature. ICVGIP Vinodh Buddubariki, Sunitha Gowd Tulluri, Snehasis Mukherjee
2016	—	`conf`	Recognizing facial expressions using novel motion based features. ICVGIP Snehasis Mukherjee, Bandla Vamshi, K. V. Sai Vineeth Kumar Reddy, Vamshi Krishna Repala, S. V. S. Harish
2015	J	`jnl`	A motion-based approach to detect persons in low-resolution video. Multim. Tools Appl. Snehasis Mukherjee, Dipti Prasad Mukherjee
2015	C	`conf`	Human Action Recognition Using Dominant Motion Pattern. ICVS Snehasis Mukherjee, Apurbaa Mallik, Dipti Prasad Mukherjee
2015	C	`conf`	Human Action Recognition Using Dominant Pose Duplet. ICVS Snehasis Mukherjee
2015	—	`conf`	Multiple object tracking by improved KLT tracker over SURF features. NCVPRIPG Vinodh Buddubariki, Sunitha Gowd Tulluri, Snehasis Mukherjee
2014	J	`jnl`	Recognizing interactions between human performers by 'Dominating Pose Doublet'. Mach. Vis. Appl. Snehasis Mukherjee, Sujoy Kumar Biswas, Dipti Prasad Mukherjee
2013	J	`jnl`	A design-of-experiment based statistical technique for detection of key-frames. Multim. Tools Appl. Snehasis Mukherjee, Dipti Prasad Mukherjee
2011	J	`jnl`	Recognizing Human Action at a Distance in Video by Key Poses. IEEE Trans. Circuits Syst. Video Technol. Snehasis Mukherjee, Sujoy Kumar Biswas, Dipti Prasad Mukherjee
2011	A*	`conf`	Recognizing interaction between human performers using 'key pose doublet'. ACM Multimedia Snehasis Mukherjee, Sujoy Kumar Biswas, Dipti Prasad Mukherjee
2010	—	`conf`	Human action recognition in video by 'meaningful' poses. ICVGIP Snehasis Mukherjee, Sujoy Kumar Biswas, Dipti Prasad Mukherjee
2010	—	`conf`	Modeling Sense Disambiguation of Human Pose: Recognizing Action at a Distance by Key Poses. ACCV (1) Snehasis Mukherjee, Sujoy Kumar Biswas, Dipti Prasad Mukherjee
2009	—	`conf`	Tracking Multiple Circular Objects in Video Using Helmholtz Principle. ICAPR Snehasis Mukherjee, Dipti Prasad Mukherjee
2008	—	`conf`	Segmentation of Circular and Rectangular Shapes in an Image Using Helmholtz Principle. ICVGIP Snehasis Mukherjee, Dipti Prasad Mukherjee