IITKGP

Debashis Sen

Ph.D., Jadavpur University

Associate Professor

Electronics and Electrical Communication Engg.

+91-3222-2283502

dsen@ece.iitkgp.ac.in

Research Areas

  • - Vision
    - Image and Video Processing
    - Deep Learning
    - Uncertainty Handling
    - Bio-inspired Computation
    - Eye Movement Analysis
    - Computational Visual Perception
    - Multimedia Signal Processing
  • RGB-D Fusion through Zero-shot Fuzzy Membership Learning for Salient Object Detection Bhuyan S., Kar A. , Sen D. , Deb S. By IEEE Transactions on Artificial Intelligence - (2024)
  • Histogram Thresholding Based on Fuzzy and Rough Measures of Association Error Sen D., Pal S. K. By IEEE Transactions on Image Processing 18 879-888 (2009)
  • Histogram Thresholding Based on Fuzzy and Rough Measures of Association Error Sen D., Pal S. K. By IEEE Transactions on Image Processing 18 879-888 (2009)
  • Self-Supervision via Controlled Transformation and Unpaired Self-Conditioning for Low-Light Image Enhancement Kar A., Dhara S. K., Sen D. , Biswas P. K. By IEEE Transactions on Instrumentation and Measurement 73 1-13 (2024)
  • Multi-reference Evaluation of Dynamic Video Summaries using Granule-aware F-measure Sen D., Vivekraj V. By IEEE Transactions on Emerging Topics in Computational Intelligence 1-15 (2024)
  • Generative Augmentation Driven Prediction of Diverse Visual Scanpaths in Images Verma A., Sen D. By IEEE Transactions on Artificial Intelligence - (2023)
  • Exposedness based Noise-Suppressing Low-Light Image Enhancement Dhara S. K., Sen D. By IEEE Transactions on Circuits and Systems for Video Technology 32 3438-3451 (2022)
  • Color Cast Dependent Image Dehazing via Adaptive Airlight Refinement and Non-linear Color Balancing Dhara S. K., Roy M. , Sen D. , Biswas P. K. By IEEE Transactions on Circuits and Systems for Video Technology 31 2076-2081 (2021)
  • Video Skimming: Taxonomy and Comprehensive Survey Vivekraj V. K., Sen D. , Raman B. By ACM Computing Surveys 52 106- (2019)
  • Video Skimming: Taxonomy and Comprehensive Survey Vivekraj V. K., Sen D. , Raman B. By ACM Computing Surveys 52 106- (2019)

Principal Investigator

  • Deep Learning based Quality Improvement of VNIR Hyperspectral Images Science and Engineering Research Board (SERB)
  • Generation of Artificial Visual Scanpath for Action Recognition in Still Images Qualcomm India Private Limited

Co-Principal Investigator

  • Deep Learning based 3D Digital Restoration of Indian Archaeological Artefacts Science and Engineering Research Board (SERB)
  • Multi-Sensor Integrated Robotic System for Hazardous Jobs in Manufacturing Industry Department of Heavy Industries (DHI) ,Tata Steel Limited

Ph. D. Students

Ashish Verma

Area of Research: Signal and Image Processing

Debanjan Sengupta

Area of Research: Deep learning in Multi-modal Signal Analysis

Desai Nitin Vilas

Area of Research: Automation and Industrial Robotics

Gargi V Pillai

Area of Research: Multi-sensor Surveillance and Exploration

Sudipta Bhuyan

Area of Research: Robot vision