Low-Light Light Field (LF) Restoration
Course Project for EE5176 (Computational Phototgraphy), instructructed by Prof. Kaushik Mitra
Project Mentors: Prof. Kaushik Mitra and Mohit Lamba, Teammates: Subhankar Chakraborty and Aqil KH
The objective of this project was to do away with the preprocessing and rectification pipeline used by the L3FNet and train a Deep Network with a similar architecture to peroform low-light restoration of raw light field data captured using a Lytro camera (see L3F dataset). Please refer to our project presentation and Github repository for more.
An examplar result from the project. The restoration has been done from a raw light-field view given as input.