Wen GUO – RobotLearn

Back to MLP: A Simple Baseline for Human Motion Prediction

Wen GUO 2023/04/07 2024/03/11Research, Software, Vision

by Wen Guo*, Yuming Du*, Xi Shen, Vincent Lepetit, Xavier Alameda-Pineda, and Francesc Moreno-Noguer IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023, Waikoloa, Hawaii [paper] [code] [HAL] Abstract. This paper tackles the problem of human motion prediction, consisting in forecasting future body poses from historically observed sequences. State-of-the-art…

PI-Net: Pose Interacting Network for Multi-Person Monocular 3D Pose Estimation

Wen GUO 2021/09/10 2024/03/07Research, Software, Vision

by Wen Guo, Enric Corona, Francesc Moreno-Noguer, Xavier Alameda-Pineda, IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2021) [paper][code] Abstract. Recent literature addressed the monocular 3D pose estimation task very satisfactorily. In these studies, different persons are usually treated as independent pose instances to estimate. However, in many everyday situations,…