Temporally Consistent 3D Human Pose Estimation Using Dual 360° Cameras

• Published in: Proceedings / IEEE Workshop on Applications of Computer Vision pp. 81 - 90
• Main Authors: Shere, Matthew, Kim, Hansung, Hilton, Adrian
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.01.2021
• Subjects: Cameras; Pose estimation; Refining; Sensor systems; Skeleton; Smoothing methods; Three-dimensional displays

This paper presents a 3D human pose estimation system that uses a stereo pair of 360° sensors to capture the complete scene from a single location. The approach combines the advantages of omnidirectional capture, the accuracy of multiple view 3D pose estimation and the portability of monocular acqui...