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.
© 2017 Optical Society of America
PDF ArticleMore Like This
Nam-Seok Choi, Dong-Hak Shin, Byung-Gook Lee, Yongri Piao, and Eun-Soo Kim
JMA6 Biomedical Optics (BIOMED) 2010
Dong-Hak Shin, Chun-Wei Tan, Hoon Yoo, and Byung-Gook Lee
JMA8 Biomedical Optics (BIOMED) 2008
Dongyue Yang, Guohua Wu, Chen Chang, Bin Luo, and Longfei Yin
FW5A.5 Frontiers in Optics (FiO) 2020