HumanEva: Synchronized Video and Motion Capture Dataset and Baseline Algorithm for Evaluation of Articulated Human Motion

• Published in: International journal of computer vision Vol. 87; no. 1-2; pp. 4 - 27
• Main Authors: Sigal, Leonid, Balan, Alexandru O., Black, Michael J.
• Format: Journal Article
• Language: English
• Published: Boston Springer US 01.03.2010; Springer; Springer Nature B.V
• Subjects: Algorithms; Analysis; Articulated; Artificial Intelligence; Bayesian analysis; Computer animation; Computer Imaging; Computer programs; Computer Science; Filtering; Human motion; Image Processing and Computer Vision; Mathematical models; Motion capture; Pattern Recognition; Pattern Recognition and Graphics; Studies; Three dimensional; Tracking; Vision; Datasets and evaluation; Motion capture; Human tracking; Articulated tracking; Articulated pose estimation

While research on articulated human motion and pose estimation has progressed rapidly in the last few years, there has been no systematic quantitative evaluation of competing methods to establish the current state of the art. We present data obtained using a hardware system that is able to capture s...