IITKGP

Saumik Bhattacharya

Assistant Professor Grade-I

Electronics and Electrical Communication Engg.

saumik@ece.iitkgp.ac.in

Research Areas

No Record Found.
  • Viral marketing on social networks: An epidemiological perspective Bhattacharya S., Gaurav K. , Ghosh S. , Singh Y. By Physica A: Statistical Mechanics and its Applications 525 478-490 (2019)
  • Self-supervised representation learning for detection of ACL tear injury in knee MR videos Manna S., Bhattacharya S., Pal U. By Pattern Recognition Letters 154 37-43 (2022)
  • Visual saliency detection using spatiotemporal decomposition Bhattacharya S., Venkatesh K. , Gupta S. By IEEE Transactions on Image Processing 27 1665-1675 (2018)
  • Background estimation and motion saliency detection using total variation-based video decomposition Bhattacharya S., Venkatesh K. , Gupta S. By Signal, Image and Video Processing 11 113-121 (2017)
  • A spatiotemporal restoration of partial color artifacts in archival films Yadav R., Bhattacharya S. , Venkatesh K. , Gupta S. By Signal, Image and Video Processing 10 1319-1326 (2016)
  • STEFANN: Scene Text Editor using Font Adaptive Neural Network Roy P., Bhattacharya S. , Ghosh S. , Pal U. By Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 13228-13237 (2020)
  • Spatiotemporal colorization of video using 3d steerable pyramids Paul S., Bhattacharya S. , Gupta S. By IEEE Transactions on Circuits and Systems for Video Technology 27 1605-1619 (2016)
  • A data-driven understanding of COVID-19 dynamics using sequential genetic algorithm based probabilistic cellular automata Ghosh S., Bhattacharya S. By Applied Soft Computing 96 - (2020)
  • Compressed Sensing MRI Reconstruction with Co-VeGAN: Complex-Valued Generative Adversarial Network Vasudeva B., Deora P., Bhattacharya S., Pradhan P.M. By Proceedings - 2022 IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2022 1779-1788 (2022)
  • How surface and fomite infection affect contagion dynamics: a study with self-propelled particles Ghosh S., Chakraborty A., Bhattacharya S. By European Physical Journal: Special Topics - (2022)

Principal Investigator

  • Real-Time Trajectory Prediction and Action Recognition from Videos
  • Zero-shot Action Recognition in Surveillance Videos to Detect Anomalous Events

Co-Principal Investigator

  • Deep Learning based 3D Digital Restoration of Indian Archaeological Artefacts Science and Engineering Research Board (SERB)

Ph. D. Students

Akshit Maurya

Area of Research: Machine Learning

Chethana H N

Area of Research: Computer Vision

Saibal Ghosh

Area of Research: Machine Learning