Improved 3D Reconstruction using Group-Based Sparse Representation in Integral Imaging

In this paper, we present an improved 3D reconstruction method of a partially occluded object by using group-based sparse representation in integral imaging. In the proposed method, a GSR is used to restore each elemental image which can improve the visual quality of the reconstructed 3D images.