Article

2D Human Pose Estimation with Deep Learning: A Review

2025-06-13

Abstract excerpt

Two-dimensional human pose estimation (2D HPE) has become a fundamental task in computer vision, driven by growing demands in intelligent surveillance, sports analytics, and healthcare. The rapid advancement of deep learning has led to the development of numerous methods. However, the resulting diversity in research directions and model architectures has made systematic assessment and comparison difficult. This re...

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Literature Corpus work: 0e631560-849a-5a8d-ad8a-bee146870ed8
DOI: 10.20944/preprints202506.1093.v1

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