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Human Pose Analysis: Deep Learning Meets Human by Songlin Du (.ePUB)+

Posted Wednesday at 01:35 AM5 days

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📮 Human Pose Analysis: Deep Learning Meets Human by Songlin Du (.ePUB)+

This book stands at the intersection of Computer Vision, Artificial Intelligence (AI), and human kinematics, offering a comprehensive exploration of the principles, methodologies, and applications of human pose analysis in video data. It covers two main aspects: human body pose analysis and human head pose analysis. Human body pose analysis involves estimating the position and orientation of major joints and body parts, such as the head, neck, shoulders, elbows, wrists, hips, knees, and ankles, to capture the entire body posture in 2D or 3D space. In contrast, human head pose analysis focuses solely on the head’s orientation, typically estimating the angles of rotation around the yaw, pitch, and roll axes to determine the direction in which a person is looking or tilting their head. The proposed method was implemented by programming in Python under the framework of PyTorch.