Saumik Bhattacharya

Most-cited papers

Effects of Degradations on Deep Neural Network Architectures
Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya, U. Pal
2018arXiv.org173 citations
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STEFANN: Scene Text Editor Using Font Adaptive Neural Network
Prasun Roy, Saumik Bhattacharya, Subhankar Ghosh, U. Pal
2019Computer Vision and Pattern Recognition85 citations Open access
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Viral marketing on social networks: An epidemiological perspective
Saumik Bhattacharya, Kumar Gaurav, Sayantari Ghosh
2019Physica A: Statistical Mechanics and its Applications78 citations
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A data-driven understanding of COVID-19 dynamics using sequential genetic algorithm based probabilistic cellular automata
Sayantari Ghosh, Saumik Bhattacharya
2020Applied Soft Computing66 citations Open access
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Structure Preserving Compressive Sensing MRI Reconstruction using Generative Adversarial Networks
Puneesh Deora, Bhavya Vasudeva, Saumik Bhattacharya, P. M. Pradhan
20192020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)39 citations Open access
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SURDS: Self-Supervised Attention-guided Reconstruction and Dual Triplet Loss for Writer Independent Offline Signature Verification
Soumitri Chattopadhyay, Siladittya Manna, Saumik Bhattacharya, U. Pal
2022International Conference on Pattern Recognition33 citations Open access
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An end-to-end model for multi-view scene text recognition
Ayan Banerjee, P. Shivakumara, Saumik Bhattacharya, Umapada Pal +1 more
2024Pattern Recognition29 citations Open access
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Spatiotemporal Colorization of Video Using 3D Steerable Pyramids
Somdyuti Paul, Saumik Bhattacharya, Sumana Gupta
2017IEEE transactions on circuits and systems for video technology (Print)27 citations
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Compressed Sensing MRI Reconstruction with Co-VeGAN: Complex-Valued Generative Adversarial Network
Bhavya Vasudeva, Puneesh Deora, Saumik Bhattacharya, P. M. Pradhan
2022IEEE Workshop/Winter Conference on Applications of Computer Vision25 citations
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Computational Model on COVID-19 Pandemic Using Probabilistic Cellular Automata
Sayantari Ghosh, Saumik Bhattacharya
2020SN Computer Science24 citations Open access
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Multi-scale Attention Guided Pose Transfer
Prasun Roy, Saumik Bhattacharya, Subhankar Ghosh, U. Pal
2022Pattern Recognition23 citations Open access
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Simba: Mamba augmented U-ShiftGCN for Skeletal Action Recognition in Videos
S. Chaudhuri, Saumik Bhattacharya
2024arXiv.org19 citations
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Ensuring the spread of referral marketing campaigns: a quantitative treatment
Sayantari Ghosh, Kumar Gaurav, Saumik Bhattacharya, Y. N. Singh
2019Scientific Reports19 citations Open access
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TIPS: Text-Induced Pose Synthesis
Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya, U. Pal +1 more
2022European Conference on Computer Vision17 citations Open access
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LoOp: Looking for Optimal Hard Negative Embeddings for Deep Metric Learning
Bhavya Vasudeva, Puneesh Deora, Saumik Bhattacharya, U. Pal +1 more
2021IEEE International Conference on Computer Vision16 citations Open access
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Self-supervised representation learning for detection of ACL tear injury in knee MR videos
Siladittya Manna, Saumik Bhattacharya, U. Pal
2020Pattern Recognition Letters16 citations Open access
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Dehazing of color image using stochastic enhancement
Saumik Bhattacharya, Sumana Gupta, K. Venkatesh
2016International Conference on Information Photonics15 citations
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SWIS: Self-Supervised Representation Learning for Writer Independent Offline Signature Verification
Siladittya Manna, Soumitri Chattopadhyay, Saumik Bhattacharya, U. Pal
2022International Conference on Information Photonics14 citations
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Visual Saliency Detection Using Spatiotemporal Decomposition
Saumik Bhattacharya, K. Venkatesh, Sumana Gupta
2018IEEE Transactions on Image Processing14 citations
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Dynamically Scaled Temperature in Self-Supervised Contrastive Learning
Siladittya Manna, Soumitri Chattopadhyay, Rakesh Dey, U. Pal +1 more
2023IEEE Transactions on Artificial Intelligence13 citations Open access
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PLSM: A Parallelized Liquid State Machine for Unintentional Action Detection
Siladittya Manna, Dipayan Das, Saumik Bhattacharya, U. Pal +1 more
2021IEEE Transactions on Emerging Topics in Computing13 citations Open access
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Background estimation and motion saliency detection using total variation-based video decomposition
Saumik Bhattacharya, K. S. Venkatsh, Sumana Gupta
2016Signal, Image and Video Processing13 citations
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Self-Supervised Visual Representation Learning for Medical Image Analysis: A Comprehensive Survey
Siladittya Manna, Saumik Bhattacharya, Umapada Pal
2024Trans. Mach. Learn. Res.12 citations
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Self-Supervised Representation Learning for Knee Injury Diagnosis From Magnetic Resonance Data
Siladittya Manna, Saumik Bhattacharya, U. Pal
2024IEEE Transactions on Artificial Intelligence12 citations
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SelfDocSeg: A Self-Supervised vision-based Approach towards Document Segmentation
Subhajit Maity, Sanket Biswas, Siladittya Manna, Ayan Banerjee +3 more
2023IEEE International Conference on Document Analysis and Recognition12 citations Open access
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FASTER: A Font-Agnostic Scene Text Editing and Rendering Framework
Alloy Das, Sanket Biswas, Prasun Roy, Subhankar Ghosh +4 more
2023IEEE Workshop/Winter Conference on Applications of Computer Vision10 citations Open access
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FastTextSpotter: A High-Efficiency Transformer for Multilingual Scene Text Spotting
Alloy Das, Sanket Biswas, Umapada Pal, Josep Llad'os +1 more
2024International Conference on Pattern Recognition9 citations
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ViLP: Knowledge Exploration using Vision, Language, and Pose Embeddings for Video Action Recognition
S. Chaudhuri, Saumik Bhattacharya
2023Indian Conference on Computer Vision, Graphics & Image Processing9 citations Open access
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Design of smart video surveillance system for indoor and outdoor scenes
Himanshu Kumar, Saumik Bhattacharya, S. S. Thomas, Sumana Gupta +1 more
2017International Conference on Digital Signal Processing8 citations
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How surface and fomite infection affect contagion dynamics: a study with self-propelled particles
Sayantari Ghosh, Arijit Chakraborty, Saumik Bhattacharya
2022The European Physical Journal Special Topics7 citations Open access
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Co-VeGAN: Complex-Valued Generative Adversarial Network for Compressive Sensing MR Image Reconstruction
Bhavya Vasudeva, Puneesh Deora, Saumik Bhattacharya, P. M. Pradhan
2020arXiv.org7 citations
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Going Viral: The Epidemiological Strategy of Referral Marketing
Sayantari Ghosh, Saumik Bhattacharya, Kumar Gaurav, Y. N. Singh
2018arXiv.org7 citations
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Promote to protect: data-driven computational model of peer influence for vaccine perception
Sayantari Ghosh, Saumik Bhattacharya, Shagata Mukherjee, S. Chakravarty
2024Scientific Reports6 citations Open access
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Scene Aware Person Image Generation through Global Contextual Conditioning
Prasun Roy, Subhankar Ghosh, Saumik Bhattacharya, U. Pal +1 more
2022International Conference on Pattern Recognition6 citations Open access
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Total variation based fast video decomposition for artifact restoration
Saumik Bhattacharya, Ravindra Yadav, V. Narendra, K. S. Venkatsh +1 more
2015International Conference on Digital Signal Processing6 citations
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Quantitative analysis of social influence and digital piracy contagion with differential equations on networks
Dibyajyoti Mallick, Kumar Gaurav, Saumik Bhattacharya, Sayantari Ghosh
2023Scientific Reports5 citations Open access
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SSLM: Self-Supervised Learning for Medical Diagnosis from MR Video
Siladittya Manna, Saumik Bhattacharya, U. Pal
2021arXiv.org5 citations
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Multi-path Convolutional Neural Network to Identify Tumorous Sub-classes for Breast Tissue from Histopathological Images
Rangan Das, U. B. Maulik, Bikram Boote, Sagnik Sen +1 more
2021SN Computer Science5 citations
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Interpretive self-supervised pre-training: boosting performance on visual medical data
Siladittya Manna, Saumik Bhattacharya, U. Pal
2021Indian Conference on Computer Vision, Graphics & Image Processing5 citations
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Equilibria of rumor propagation: Deterministic and network approaches
Kumar Gaurav, Sayantari Ghosh, Saumik Bhattacharya, Y. N. Singh
2017IEEE Region 10 Conference5 citations
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Federated Self-Supervised Learning for One-Shot Cross-Modal and Cross-Imaging Technique Segmentation
Siladittya Manna, Suresh Das, Sayantari Ghosh, Saumik Bhattacharya
2025arXiv.org4 citations
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Harnessing the Power of Multi-Lingual Datasets for Pre-training: Towards Enhancing Text Spotting Performance
Alloy Das, Sanket Biswas, Ayan Banerjee, Josep Lladós +2 more
2023IEEE Workshop/Winter Conference on Applications of Computer Vision4 citations Open access
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TIC: Text-Guided Image Colorization
Subhankar Ghosh, Prasun Roy, Saumik Bhattacharya, U. Pal +1 more
2022arXiv.org4 citations Open access
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Attention W-Net: Improved Skip Connections for Better Representations
Shikhar Mohan, Saumik Bhattacharya, Sayantari Ghosh
2021International Conference on Pattern Recognition4 citations Open access
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Classification of RBC and WBC in Noisy Microscopic Images of Blood Smear
Sayantari Ghosh, Saumik Bhattacharya
2019Lecture Notes in Networks and Systems4 citations
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Video Shot Detection & Story Board Generation Using Video Decomposition
Saumik Bhattacharya, Sumana Gupta, K. Venkatesh
2015International Conference on Computing and Convergence Technology4 citations Open access
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d-Sketch: Improving Visual Fidelity of Sketch-to-Image Translation with Pretrained Latent Diffusion Models without Retraining
Prasun Roy, Saumik Bhattacharya, Subhankar Ghosh, Umapada Pal +1 more
2024International Conference on Pattern Recognition3 citations Open access
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DySTreSS: Dynamically Scaled Temperature in Self-Supervised Contrastive Learning
Siladittya Manna, Soumitri Chattopadhyay, Rakesh Dey, Saumik Bhattacharya +1 more
2023arXiv.org3 citations Open access
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TIC: text-guided image colorization using conditional generative model
Subhankar Ghosh, Prasun Roy, Saumik Bhattacharya, Umapada Pal +1 more
2023Multimedia tools and applications3 citations Open access
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To purchase or to pirate: Investigating the role of social influence on digital piracy contagion
Kumar Gaurav, Saumik Bhattacharya, Y. N. Singh, Sayantari Ghosh
2022Pramana (Bangalore)3 citations
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