Semantic scene completion with cleaner self

• Main Authors: WANG, Fengyun, ZHANG, Dong, ZHANG, Hanwang, TANG, Jinhui, SUN, Qianru
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2023
• Subjects: Databases and Information Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/8100; https://ink.library.smu.edu.sg/context/sis_research/article/9103/viewcontent/Wang_Semantic_Scene_Completion_With_Cleaner_Self_CVPR_2023_paper.pdf
• Institution: Singapore Management University

Semantic Scene Completion (SSC) transforms an image of single-view depth and/or RGB 2D pixels into 3D voxels, each of whose semantic labels are predicted. SSC is a well-known ill-posed problem as the prediction model has to “imagine” what is behind the visible surface, which is usually represented b...