Light fields imaging technologies

Light fields capture all light rays passing through a given volume of space.
Compared to traditional 2D imaging systems which capture the spatial intensity of the light rays, 4D light fields also contain the angular direction of light rays.
This additional information allows for multiple applications in different research areas such as image processing, computer vision, and computer graphics, including (but not limited to) the reconstruction of the 3D geometry of a scene, creating new images from virtual point of view, or changing the focus of an image after it is captured.
Light fields are also a growing topic of interest in the VR/AR community.

Below is an example of a light field captured with a Lytro Illum camera, which allows for refocusing and changing the perspective.

In V-SENSE, we are currently investigating novel methods for light field denoising, scene reconstruction from light field, and light field rendering.

 

2017

Alain, Martin; Smolic, Aljosa

Light Field Denoising by Sparse 5D Transform Domain Collaborative Filtering Inproceedings

IEEE International Workshop on Multimedia Signal Processing (MMSP 2017) - Top 10% Paper Award, 2017.

Abstract | Links | BibTeX

Chen, Yang; Alain, Martin; Smolic, Aljosa

Fast and Accurate Optical Flow based Depth Map Estimation from Light Fields Inproceedings

Irish Machine Vision and Image Processing Conference (Received the Best Paper Award), 2017.

Abstract | Links | BibTeX