Research Scholar at IIT Madras, India
I am pursuing my PhD from the Electrical Engineering Department at Indian Institute of Technology Madras. I work with Prof. Kaushik Mitra on topics related to Computer Vision and Computational Photography. I finished my MTech at Multimedia Analysis and Security Lab, Indian Institute of Technology Gandhinagar, under the supervision of Prof. Nitin Khanna. I received my Bachelors Degree in Electrical Engineering from Indraprastha University, Delhi. My recent works have focused on restoration images captured in extreme low-light conditions such as night time without additional accessories such as NIR or flash for both conventional and Light Field cameras.
We all love to take photographs, but low-light conditions such as night-time, pose a significant challenge in capturing good photographs. Common solutions such as flashlight, NIR and large exposure timings tend to cause artifacts in the captured images and may not even be available. The works listed below aim at restoring night-time images using normal DSLR cameras without any additional hardware cost or manipulation.
Digital media is gradually replacing printed documents in courts, banks, academic institutions, etc and have already become an integral part of our lives via smartphones, Twitter, Facebook, etc. But tampering such digital images is now a lot easier and is easily achieved in no time using photo editing software such as Adobe Photoshop, GIMP, etc. In this project, I aim to detect digital images' genuineness and identify and localize potential tampering to prevent evidence falsification.
| Project Name | Page |
|---|---|
| Real-Time Restoration of Dark Stereo Images | WACV 2023 | Fast and Efficient Restoration of Extremely Dark Light Fields | WACV 2022 |
| Restoring Extremely Dark Images in Real Time | CVPR 2021 |
| Harnessing Multi-View Perspective of Light Fields for Low-Light Imaging | IEEE-TIP 2021 |
| Towards Fast and Light-Weight Restoration of Dark Images | BMVC 2020 |
| Project Name | Page |
|---|---|
| Multi-patch Aggregation Models for Resampling Detection | Iterative-Pooling |
| Residual Domain-Rich Models and their Application in Distinguishing Photo-Realistic and Photographic Images | Book |
Mohit Lamba and Kaushik Mitra. "Restoring Extremely Dark Images in Real Time", CVPR, 2021
Mohit Lamba and Kaushik Mitra. "Fast and Efficient Restoration of Extremely Dark Light Fields", WACV, 2022
Mohit Lamba, Kranthi Kumar Rachavarapu, Kaushik Mitra. "Harnessing Multi-View Perspective of Light Fields for Low-Light Imaging", IEEE Transactions on Image Processing, 2021
Mohit Lamba, Atul Balaji, Kaushik Mitra. "Towards Fast and Light-Weight Restoration of Dark Images", BMVC, 2020
Mohit Lamba, Kaushik Mitra. "Multi-patch Aggregation Models for Resampling Detection", ICASSP, 2020
Prakhar Pradhan, Vinay Verma, Sharad Joshi, Mohit Lamba, Nitin Khanna "Residual Domain-Rich Models and their Application in Distinguishing Photo-Realistic and Photographic Images", Taylor and Francis, 2019
Our paper on Restoring Extremely Dark Images in Real Time got accepted in CVPR 2021.
Our paper on Low-Light Ligth Field imaging has been accepted at IEEE TIP 2021.
Our paper on fast extreme Low-Light Ligth imaging has been accepted at BMVC 2020.
I frequenly check my emails and should respond in less than 24 hours. Project specific questions can also be clarified by raising an issue in the projects's GitHub repository.