1 code implementation • 27 Mar 2023 • K. Ram Prabhakar, Vishal Vinod, Nihar Ranjan Sahoo, R. Venkatesh Babu
Enhancing practical low light raw images is a difficult task due to severe noise and color distortions from short exposure time and limited illumination.
Ranked #1 on Low-Light Image Enhancement on Canon RAW Low Light
no code implementations • 4 Jul 2022 • K. Ram Prabhakar, Susmit Agrawal, R. Venkatesh Babu
Our motion segmentation guided HDR fusion approach offers significant advantages over existing HDR deghosting methods.
no code implementations • 24 Dec 2021 • K. Ram Prabhakar, Susmit Agrawal, R. Venkatesh Babu
In the SGM cell, the information flow through a gate is controlled by multiplying the gate's output by a function of itself.
no code implementations • CVPR 2021 • K. Ram Prabhakar, Gowtham Senthil, Susmit Agrawal, R. Venkatesh Babu, Rama Krishna Sai S Gorthi
To derive data for the next stage of training, we propose a novel method for generating corresponding dynamic inputs from the predicted HDRs of unlabeled data.
1 code implementation • ICCV 2017 • K. Ram Prabhakar, V. Sai Srikar, R. Venkatesh Babu
To address the above issues, we have gathered a large dataset of multi-exposure image stacks for training and to circumvent the need for ground truth images, we propose an unsupervised deep learning framework for MEF utilizing a no-reference quality metric as loss function.