Abeer Banerjee

Research

My research interests lie at the intersection of computational imaging, computer vision, and machine learning. I focus on computational image formation and reconstruction in low-data environments. Currently, I am working on the computational reconstruction of optoacoustic microscopic images. As a DAAD Bi-national PhD Fellow, I am under the joint supervision of Dr. Sanjay Singh and Prof. Vasilis Ntziachristos.

Selected Publications

Towards Physics-informed Cyclic Adversarial Multi-PSF Lensless Imaging

IEEE Transactions on Emerging Topics in Computational Intelligence, 2025

Abeer Banerjee, Sanjay Singh

[Paper] [arXiv]

Generalized Gaze-Vector Estimation in Low-light with Encoded Event-driven Neural Network

International Joint Conference on Neural Networks (IJCNN), 2024 (Oral)

Abeer Banerjee, Naval K Mehta, Shyam S Prasad, Himanshu Kumar, Sumeet Saurav, Sanjay Singh

[Paper] [arXiv]

Reconstructing Synthetic Lensless Images in the Low-Data Regime

British Machine Vision Conference (BMVC), 2023

Abeer Banerjee, Himanshu Kumar, Sumeet Saurav, Sanjay Singh

[Paper] [Code]

Physics-informed Deep Deblurring: Over-parameterized vs. Under-parameterized

International Conference on Image Processing (ICIP), 2023 (Oral)

Abeer Banerjee, Sumeet Saurav, Sanjay Singh

[Paper] [Code]

ParaColorizer: Realistic Image Colorization using Parallel Generative Networks

The Visual Computer Journal, Springer 2023

Himanshu Kumar*, Abeer Banerjee*, Sumeet Saurav, Sanjay Singh (*Equal Contribution)

[Paper] [arXiv] Copyright Registration No. SW-17058/2023

JS-SpoofNet: A Jointly Supervised Parallel Branched Neural Network for Spoof Detection

Neurocomputing Journal, Elsevier 2023

Shyam S Prasad, Naval K Mehta, Abeer Banerjee, Sumeet Saurav, Sanjay Singh

[Paper] Copyright Registration No. SW-16929/2023

Lensless Image Reconstruction with an Untrained Neural Network

Image and Vision Computing New Zealand (IVCNZ), 2022

Abeer Banerjee, Himanshu Kumar, Sumeet Saurav, Sanjay Singh

[Paper]

Convolutional Ensembling based Few-Shot Defect Detection Technique

Indian Conference on Vision Graphics and Image Processing (ICVGIP), 2022

Soumyajit Karmakar, Abeer Banerjee, Prashant Gidde, Sumeet Saurav, Sanjay Singh

[Paper]

Gaze Detection using Encoded Retinomorphic Events

International Conference on Intelligent Human Computer Interaction (IHCI), 2022 (Oral)

Abeer Banerjee, Shyam S Prasad, Naval K Mehta, Himanshu Kumar, Sumeet Saurav, and Sanjay Singh

[Paper]

Voluntary Services