Release Time:2019-03-11  Hits:

Indexed by: Conference Paper

Date of Publication: 2017-05-29

Journal: Digital Holography and Three-Dimensional Imaging, DH 2017

Included Journals: EI、Scopus

Volume: Part F47-DH 2017

Abstract: In this paper, we present an improved 3D reconstruction method of a partially occluded object by using group-based sparse representation (GSR) in integral imaging. In the proposed method, a 3D scene is recorded as elemental images through a camera array. Then, the foreground occlusions are identified and removed based on variance estimation on the sequence of elemental images. Finally, a GSR is used to restore each elemental image which can improve the visual quality of the reconstructed 3D images. The experimental results can confirm the feasibility of the proposed method. ? OSA 2017.