PoseGait：A model-based gait recognition method with body pose and human prior knowledge
Related work 基於外觀的識別方法： 常見的輸入數據形式最常見的是GEI。對GEI的處理方式一般爲： 1)從視頻中提取人體輪廓; 2)通過輪廓對齊和平均計算步態能量圖像GEI; 3)然後計算兩個GEIs之間的相似關係 也有直接使用剪影的方法，如Gaitset。 但是基於外觀的識別方法主要的挑戰是 角度 / 載荷 / 衣物 / 遮擋 等，它們會改變人的輪廓。 基於模型的方法 先建立人體的模
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- 1. CSI-Net：Unified Human Body Characterization and Pose Recognition
- 2. VIBE: Video Inference for Human Body Pose and Shape Estimation
- 3. Human Pose Estimation with Iterative Error Feedback
- 4. Whole-Body Human Pose Estimation in the Wild
- 5. Spindle Net: Person Re-identification with Human Body Region Guided Feature Decomposition and Fusion
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- 7. 3D human pose estimation in video with temporal convolutions and semi-supervised training
- 8. 3D Human Pose Estimation = 2D Pose Estimation + Matching(2017)
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相關文章
- 1. CSI-Net：Unified Human Body Characterization and Pose Recognition
- 2. VIBE: Video Inference for Human Body Pose and Shape Estimation
- 3. Human Pose Estimation with Iterative Error Feedback
- 4. Whole-Body Human Pose Estimation in the Wild
- 5. Spindle Net: Person Re-identification with Human Body Region Guided Feature Decomposition and Fusion
- 6. Human Pose Estimation using Global and Local Normalization
- 7. 3D human pose estimation in video with temporal convolutions and semi-supervised training
- 8. 3D Human Pose Estimation = 2D Pose Estimation + Matching(2017)
- 9. Paper Reading:Real-time human pose recognition in parts from single depth images
- 10. (20) Recurrent Human Pose Estimation