Diffuse3D: Wide-angle 3D photography via bilateral diffusion

• Main Authors: JIANG, Yutao, ZHOU, Yang, LIANG, Yuan, LIU, Wenxi, JIAO, Jianbo, QUAN, Yuhui, HE, Shengfeng
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Diffusion model; wide-angle 3D photography; Diffuse3D; Computer Sciences; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/8558; https://ink.library.smu.edu.sg/context/sis_research/article/9561/viewcontent/Diffuse3D_Wide_Angle_3D_Photography_via_Bilateral_Diffusion_ICCV_2023_oa.pdf
• Institution: Singapore Management University

This paper aims to resolve the challenging problem of wide-angle novel view synthesis from a single image, a.k.a. wide-angle 3D photography. Existing approaches rely on local context and treat them equally to inpaint occluded RGB and depth regions, which fail to deal with large-region occlusion (i.e...