HDhuman: High-Quality Human Novel-View Rendering From Sparse Views

• Published in: IEEE transactions on visualization and computer graphics Vol. 30; no. 8; pp. 5328 - 5338
• Main Authors: Zhou, Tiansong, Huang, Jing, Yu, Tao, Shao, Ruizhi, Li, Kun
• Format: Journal Article
• Language: English
• Published: United States IEEE 01.08.2024
• Subjects: Cameras; Geometry; human reconstruction; Image reconstruction; Image-based rendering; neural rendering; Rendering (computer graphics); Three-dimensional displays; transformer; Transformers; visibility reasoning
• ISSN: 1077-2626; 1941-0506; 1941-0506
• DOI: 10.1109/TVCG.2023.3290543

In this paper, we aim to address the challenge of novel view rendering of human performers that wear clothes with complex texture patterns using a sparse set of camera views. Although some recent works have achieved remarkable rendering quality on humans with relatively uniform textures using sparse...