1 code implementation • ICCV 2023 • Liushuai Shi, Le Wang, Sanping Zhou, Gang Hua
Pedestrian trajectory prediction is an essentially connecting link to understanding human behavior.
1 code implementation • 26 May 2022 • Liushuai Shi, Le Wang, Chengjiang Long, Sanping Zhou, Fang Zheng, Nanning Zheng, Gang Hua
Understanding the multiple socially-acceptable future behaviors is an essential task for many vision applications.
no code implementations • CVPR 2021 • Liushuai Shi, Le Wang, Chengjiang Long, Sanping Zhou, Mo Zhou, Zhenxing Niu, Gang Hua
Specifically, the SGCN explicitly models the sparse directed interaction with a sparse directed spatial graph to capture adaptive interaction pedestrians.
4 code implementations • 4 Apr 2021 • Liushuai Shi, Le Wang, Chengjiang Long, Sanping Zhou, Mo Zhou, Zhenxing Niu, Gang Hua
Meanwhile, we use a sparse directed temporal graph to model the motion tendency, thus to facilitate the prediction based on the observed direction.