Deepak Kumar
Indian Institute of Technology Roorkee, Govind Ballabh Pant University of Agriculture and Technology, Motilal Nehru National Institute of Technology
Research areas: Psychology · Experimental and Cognitive Psychology · Emotion and Mood Recognition · EEG and Brain-Computer Interfaces · Heart Rate Variability and Autonomic Control
0000-0002-8622-7251
About
I recently completed my Ph.D. at the Machine Vision Lab, Indian Institute of Technology Roorkee, India, under the supervision of Prof. Balasubramanian Raman. My research focused on Affective Computing, Multimodal human behavior analysis leveraging audio, text, visual, and physiological signal modalities. Additionally, I gained industry experience at Samsung Research Institute Bangalore (SRI-B), where I worked on Vision-Language Models (VLMs).
Employment
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Indian Institute of Technology Roorkee Research Scholar2021 - 2025
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Govind Ballabh Pant University of Agriculture and Technology Involved in the research activities at department and college level, and Taught Python Program- ming, C-Programming, Data Structures, and Digital Electronics courses to the B.Tech, and B.Sc Agriculture students.2018 - 2021
Education
- 2021 - 2025
- 2014 - 2016
Projects & Funding
Projects & funding information is unavailable.
Publications (6)
- Fusing Multimodal Streams for Improved Group Emotion Recognition in Videos Save
- Towards Engagement Prediction: A Cross-Modality Dual-Pipeline Approach using Visual and Audio Features Save
- All signals point to personality: A dual-pipeline LSTM-attention and symbolic dynamics framework for predicting personality traits from Bio-Electrical signals Save
- Integrating Physiological Signals with Dynamical Attention Networks for Personality Trait Analysis Save
- Neuro-Emotional Mapping of Human Emotions via EEG Signals Save
- Speech-Based Automatic Prediction of Interview Traits Save