Self-augmented Gaussian Splatting with Structure-aware Masks for Sparse-view 3D Reconstruction

• Published in: arXiv.org
• Main Authors: Meng, Lingbei, Du, Bi'an, Hu, Wei
• Format: Paper
• Language: English
• Published: Ithaca Cornell University Library, arXiv.org 14.08.2024
• Subjects: Computer vision; Image enhancement; Image quality; Image reconstruction; Representations; Three dimensional models

Sparse-view 3D reconstruction stands as a formidable challenge in computer vision, aiming to build complete three-dimensional models from a limited array of viewing perspectives. This task confronts several difficulties: 1) the limited number of input images that lack consistent information; 2) depe...