0000-0003-3243-3321 About
I am currently working as an Assistant Professor in the Department of Computer Science & Engineering, Thapar Institute of Engineering & Technology, Patiala, Panjab. I also hold an adjunct faculty position in the Department of Electrical Engineering, IIT Madras. Before that, I worked as an INSPIRE Faculty in the Department of Electrical Engineering, IIT Madras (2018-2022). I also worked as an Assistant Professor (Sl.Gr.) in the Department of Computer Science and Engineering, School of Computing, Amrita Vishwa Vidyapeetham, Coimbatore (2022-2023).
I have an eclectic mixed background, including degrees in the Basic Sciences/Mathematics, Computer Science and Electrical Engineering. In November 2017, I graduated with a Ph.D. from the Department of Electrical Engineering, IIT Delhi. I had the good fortune of being part of their respective impressive groups at IIT Madras and IIT Delhi: Computational Imaging Lab, Mathematics & Computing, Computer Technology, CS&E Vision & Imaging.
Before joining Ph.D. in July 2010, I completed a M.Sc. in Mathematics (2006-2008) and received an M.Tech. in Computer Applications (2008-2010) from Department of Mathematics, IIT Delhi. My core specialization is in Computer Vision, Computational Imaging & Photography, Machine Learning and Data Science. My endeavor is to develop novel affordable data-driven computational algorithms for 3D Vision Technology, VR/AR, Visuo-haptic Mixed Reality, Computational Cameras/Sensors/Wearables, Robotics Perception, Drones, Vision Surveillance, Agriculture, Defence, HealthTech Systems, etc. Besides, my research is also centered on Computational Imaging, an emerging field within Visual Computing. This area integrates techniques from Computer Graphics, Machine Vision, Imaging, Inverse methods, Optics, and Perception to innovate new sensing technologies. A central theme of Computational Imaging is the co-design of hardware and software, encompassing optics, electronics, and algorithms, to achieve imaging systems that deliver exceptional performance.
Employment
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Indian Institute of Technology Madras INSPIRE FACULTY2018 - 2023
Education
Education history is unavailable.
Projects & Funding
Projects & funding information is unavailable.
Publications (26)
- Fourier Ptychographic Phase Microscopy with Neural Representation for Healthcare Diagnostics and Telepathology Save
- Hybrid lightweight encryption framework for light field displays using CNN-based multiplicative layer encoding and HIGHT–HMAC-SHA256 scheme Save
- FedCVDSyn: Federated Generation of Synthetic Tabular Healthcare Data for Privacy-Preserving Cardiovascular Research Save
- Blur to Brilliance: Neuromorphic Data Guided Deblurring and HDR Novel View Synthesis Save
- MEStereo-Du2CNN: a dual-channel CNN for learning robust depth estimates from multi-exposure stereo images for HDR 3D applications Save
- A Novel Approach for Neuromorphic Vision Data Compression based on Deep Belief Network Save
- Tele-EvalNet: A Low-Cost, Teleconsultation System for Home Based Rehabilitation of Stroke Survivors Using Multiscale CNN-ConvLSTM Architecture Save
- A novel hierarchical light field coding scheme based on hybrid stacked multiplicative layers and Fourier disparity layers for glasses-free 3D displays Save
- An integrated learning and approximation scheme for coding of static or dynamic light fields based on hybrid Tucker–Karhunen–Loève transform‐singular value decomposition via tensor double sketching Save
- A Hierarchical Approach for Lossy Light Field Compression With Multiple Bit Rates Based on Tucker Decomposition via Random Sketching Save