PKU-DyMVHumans: A Multi-View Video Benchmark for High-Fidelity Dynamic Human Modeling

• Published in: Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) pp. 22530 - 22540
• Main Authors: Zheng, Xiaoyun, Liao, Liwei, Li, Xufeng, Jiao, Jianbo, Wang, Rongjie, Gao, Feng, Wang, Shiqi, Wang, Ronggang
• Format: Conference Proceeding
• Language: English
• Published: IEEE 16.06.2024
• Subjects: Benchmark testing; Computer vision; Dynamics; Heuristic algorithms; Human reconstruction; Lighting; Multi-view videos; Neural radiance field; Novel view synthesis; Rendering (computer graphics)

High-quality human reconstruction and photo-realistic rendering of a dynamic scene is a long-standing problem in computer vision and graphics. Despite considerable ef-forts invested in developing various capture systems and re-construction algorithms, recent advancements still struggle with loose or...