AGORA: Avatars in Geography Optimized for Regression Analysis

• Published in: Proceedings (IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Online) pp. 13463 - 13473
• Main Authors: Patel, Priyanka, Huang, Chun-Hao P., Tesch, Joachim, Hoffmann, David T., Tripathi, Shashank, Black, Michael J.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.01.2021
• Subjects: Face recognition; Pose estimation; Shape; Solid modeling; Three-dimensional displays; Training

While the accuracy of 3D human pose estimation from images has steadily improved on benchmark datasets, the best methods still fail in many real-world scenarios. This suggests that there is a domain gap between current datasets and common scenes containing people. To obtain ground-truth 3D pose, cur...