Search Results for author: Zixi Cai

Found 2 papers, 1 papers with code

Temporal Hockey Action Recognition via Pose and Optical Flows

no code implementations22 Dec 2018 Zixi Cai, Helmut Neher, Kanav Vats, David Clausi, John Zelek

Third, pose and optical flow streams are fused and passed to fully-connected layers to estimate the hockey player's action.

Action Recognition Optical Flow Estimation +3

Pose2Seg: Detection Free Human Instance Segmentation

6 code implementations CVPR 2019 Song-Hai Zhang, Rui-Long Li, Xin Dong, Paul L. Rosin, Zixi Cai, Han Xi, Dingcheng Yang, Hao-Zhi Huang, Shi-Min Hu

We demonstrate that our pose-based framework can achieve better accuracy than the state-of-art detection-based approach on the human instance segmentation problem, and can moreover better handle occlusion.

2D Human Pose Estimation Human Instance Segmentation +5

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