Learning Heatmap-Style Jigsaw Puzzles Provides Good Pretraining for 2D Human Pose Estimation

The target of 2D human pose estimation is to locate the keypoints of body parts from input 2D images. State-of-the-art methods for pose estimation usually construct pixel-wise heatmaps from keypoints as labels for learning convolution neural networks, which are usually initialized randomly or using...

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Hauptverfasser: Zhang, Kun, Wu, Rui, Yao, Ping, Deng, Kai, Li, Ding, Liu, Renbiao, Yang, Chuanguang, Chen, Ge, Du, Min, Zheng, Tianyao
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Sprache:eng
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