About me
Welcome all! I am an Assistant Professor at the Centre of Excellence in Artificial Intelligence (CoeAI), IIT Kharagpur. I am also an Affiliate Researcher at the University of Illinois Urbana-Champaign, US. In the CoeAI, I am building a “Signal Processing and Artificial Intelligence (SPAI)” group. Our SPAI group performs basic research in the intersection of Signal Processing with Deep Learning and Computer Vision (with a focus on Agriculture applications).
Previously, I was a Postdoctoral Researcher in the Coordinated Science Laboratory, University of Illinois Urbana-Champaign, where I was advised by Prof. Narendra Ahuja. My postdoc research lies at the intersection of Signal Processing and Deep Learning, aimed for Agriculture applications (associated with The Artificial Intelligence for Future Agricultural Resilience, Management, and Sustainability (AIFARMS) Institute).
Prior to that, I completed my Ph.D. in the Department of Electrical Engineering, IIT Madras, where I was advised by Prof. A. N. Rajagopalan in Image Processing and Computer Vision Lab. My Ph.D. research lies at the intersection of Image Signal Processing, Computer Vision and Deep Learning (for details, please find my dissertation). Prior to my Ph.D., I have completed Master’s (M-Tech) in Communication Engineering and Signal Processing, advised by Prof. Sheeba V. S., and Bachelor’s in Electronics and Communication Engineering, both with honours. For more details, please find my research page and CV.
I grew up in Kerala, India, a place adorned with lush hues of Nature. I am a nature- and art-lover, and I rarely scribble inspirations (here) and poems (here).
News:
- [ 2022.08 ] Presented two posters on AIFARMS technical conference on AI for agriculture.
- [ 2022.05 ] Two journal papers got accepted (Signal processing Letters and Computers and Electronics in Agriculture).
- [ 2021.08 ] Invited reviewer for the IEEE Transactions on Image Processing.
- [ 2021.04 ] One paper is accepted in IEEE Transactions on Image Processing.
- [ 2020.07 ] Worked in Virtual Reality for IIT-M Convocation (Snapshot, Media, Appraisal).
- [ 2019.11 ] Invited reviewer for the Int’l journal Computer Vision and Image Understanding.
- [ 2019.07 ] Selected for ICCV-19 Doctoral Consortium, Seoul, S. Korea.
- [ 2019.06 ] One paper is accepted as
Oral
in ICCV-19 (4.3% acceptance rate). - [ 2018.12 ] Invited speaker at ICVGIP-18, “Light Field Deblurring”, Hyderabad, India.
- [ 2018.04 ]
Two
papers are accepted in CVPR-18 (29% acceptance rate). - [ 2017.12 ] Invited speaker at NCVPRIPG-17, “RS Cameras”, Himachal Pradesh, India.
- [ 2017.07 ] Awarded Microsoft & ACM grants to attend ICCV-17, Venice, Italy.
- [ 2016-17 ] Two papers are accepted in ECCV-16 and ICCV-17 (~28 % acceptance rate).
अस्मद् आचार्य पर्यन्ताम् वंदे गुरु परम्पराम् and up to my own teachers, I bow to the whole tradition of teachers. |