33 citations · 61 across the 4 of their papers we have counts for
6 papers
Self-supervised Light Field View Synthesis Using Cycle Consistency
Yang Chen, Martin Alain, Aljosa Smolic
High angular resolution is advantageous for practical applications of light fields. In order to enhance the angular resolution of light fields, view synthesis methods can be utiliz…
A Study of Efficient Light Field Subsampling and Reconstruction Strategies
Yang Chen, Martin Alain, Aljosa Smolic
Limited angular resolution is one of the main obstacles for practical applications of light fields. Although numerous approaches have been proposed to enhance angular resolution, v…
Fast and Accurate Optical Flow based Depth Map Estimation from Light Fields
Yang Chen, Martin Alain, Aljosa Smolic
Depth map estimation is a crucial task in computer vision, and new approaches have recently emerged taking advantage of light fields, as this new imaging modality captures much mor…
Interactive Light Field Tilt-Shift Refocus with Generalized Shift-and-Sum
Martin Alain, Weston Aenchbacher, Aljosa Smolic
Since their introduction more than two decades ago, light fields have gained considerable interest in graphics and vision communities due to their ability to provide the user with…
A Pipeline for Lenslet Light Field Quality Enhancement
Pierre Matysiak, Mairéad Grogan, Mikaël Le Pendu +2
In recent years, light fields have become a major research topic and their applications span across the entire spectrum of classical image processing. Among the different methods u…
Scalable image coding based on epitomes
Martin Alain, Christine Guillemot, Dominique Thoreau +1
In this paper, we propose a novel scheme for scalable image coding based on the concept of epitome. An epitome can be seen as a factorized representation of an image. Focusing on s…