Prateek Chennuri

About

I am currently a Ph.D. Candidate in the Electrical and Computer Engineering department @ Purdue University, advised by Prof. Stanley H. Chan. I received my B.Tech-M.Tech Dual Degree from the Indian Institute of Technology (IIT) Gandhinagar in 2021.

My research focuses on computational imaging and computer vision, with an emphasis on generative methods for inverse problems and perception. I work on tasks such as denoising, super-resolution, depth estimation, and reflectivity recovery, using both conventional CMOS sensors and emerging modalities including single-photon detectors (SPADs) and event cameras. More broadly, I am interested in developing practical, power-efficient imaging and perception systems that bridge algorithmic innovation and real-world deployment, particularly for real-time and resource-constrained platforms.

I am currently seeking a 2026 full-time applied research position at the intersection of computational photography, camera algorithms, and generative AI.

[CV]  /  [Email]  /  [Google Scholar]  /  [LinkedIn]

Prateek Chennuri

Publications

 
Prateek Chennuri, Dongdong Fu, Stanley H. Chan
IEEE ICIP, 2025 (Best Paper Award)

[PDF]  /  [Post]

 
Xijun Wang, Xingguang Zhang, Yu Yuan, Bole Ma, Prateek Chennuri, Stanley H. Chan
IEEE ICIP, 2025

[PDF]

 
Yu Yuan, Xijun Wang, Prateek Chennuri, Xingguang Zhang, Stanley H. Chan
CVPR, 2025 (Highlight)

[Project Page]  /  [PDF]

 
Prateek Chennuri, Yiheng Chi, Enze Jiang, G. M. Dilshan Godaliyadda, Abhiram Gnanasambandam, Hamid R. Sheikh, Istvan Gyongy, Stanley H. Chan
ECCV, 2024

[Project Page]  /  [PDF]

 
Weijian Zhang, Hashan K. Weerasooriya, Prateek Chennuri, Stanley H. Chan
MMSP, 2024

[PDF]

 
Weijian Zhang, Prateek Chennuri, Hashan K. Weerasooriya, Bole Ma, Stanley H. Chan
arXiv

[PDF]

 
Weijian Zhang, Hashan K. Weerasooriya, Prateek Chennuri, Stanley H. Chan
arXiv

[PDF]

 
Hashan K. Weerasooriya, Prateek Chennuri, Weijian Zhang, Istvan Gyongy, Stanley H. Chan
arXiv

[Project Page]  /  [PDF]

 
Xijun Wang, Prateek Chennuri, Yu Yuan, Bole Ma, Xingguang Zhang, Stanley Chan
arXiv

[Project Page]  /  [PDF]

Awards

Best Paper Award, IEEE ICIP 2025, for the paper "Quanta Diffusion."
Best Poster Award, SRC Annual Technical Summit, 2025, for the work "200x Adaptive and Real-Time Compression for Single-Photon LiDAR"

Service

Reviewer for TPAMI, TCI, TIP, ICASSP, CVPR, ICCV, NeurIPS, ICIP, ECCV, ICLR, Signal Processing Letters, etc.

Website design from Jon Barron and Zheng Shi.