3D Baseball Pitcher Pose Reconstruction Using Joint-Wise Volumetric Triangulation and Baseball Customized Filter System

• Published in: IEEE access Vol. 12; pp. 117110 - 117125
• Main Authors: Chiu, Yun-Wei, Huang, Kuei-Ting, Wu, Yuh-Renn, Huang, Jyh-How, Hsu, Wei-Li, Wu, Pei-Yuan
• Format: Journal Article
• Language: English
• Published: IEEE 2024
• Subjects: 3D human pose estimation; baseball; filtering; Filters; Heating systems; heatmap; Image reconstruction; Pose estimation; Solid modeling; Sports; Three-dimensional displays; triangulation

3D human pose estimation (HPE) has become increasingly important in baseball analytic, but there are several difficulties pertaining to pose estimation in real-world baseball pitching. First, in-the-wild baseball pitching lacks related 3D pose datasets and contains lots of joints occluded by other b...