Pose Estimation via Single Camera J S Roger
- Slides: 8
Pose Estimation via Single Camera J. -S. Roger Jang (張智星) MIR Lab, CSIE Dept. National Taiwan University jang@mirlab. org, http: //mirlab. org/jang 2021/3/10
2 D Pose Estimation (Human Body Skeleton Detection) Pose estimation in 2 D � Multiple objects � Real time � Available in Open. Cv Open. Pose Next step � Post estimation in 3 D https: //github. com/CMU-Perceptual-Computing-Lab/openpose 2/8
Pose Estimation: From 2 D to 3 D My forehand in 2 D My forehand in 3 D https: //www. youtube. com/watch? v=Kf. Tz. YLRu. M 58 https: //www. youtube. com/watch? v=w 4 X 6 q. APQ-HU 3/8
From 2 D to 3 D Orientation Keypoints for Human Pose Estimation (Imperial College London) https: //www. youtube. com/watch? v=1 EBUrfu_Ca. E 4/8
Application of Pose Estimation in 3 D Healthcare � Diagnosis of Parkinson disease, dementia, Alzheimer, etc. (Only requires 2 D) Computer-aided sports tutoring � Track and field, golf, tennis, basket ball, dancing, skating, etc. Gesture recognition � Sign language recognition Biometric identification � Gait recognition https: //www. youtube. com/watch? v=l_o. RNLDHp. Ho 5/8
Application: Detection of Parkinson Disease, Dementia, and Alzheimer 6/8
Application: 手語辨識 7/8
Live Demo: Real-time Pose Estimation in 2 D 8/8
