MPCTrans: Multi-Perspective Cue-Aware Joint Relationship Representation for 3D Hand Pose Estimation via Swin Transformer

MPCTrans: Multi-Perspective Cue-Aware Joint Relationship Representation for 3D Hand Pose Estimation via Swin Transformer

The objective of 3D hand pose estimation (HPE) based on depth images is to accurately locate and predict keypoints of the hand. However, this task remains challenging because of the variations in hand appearance from different viewpoints and severe occlusions. To effectively address these challenges...

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Bibliographic Details
Main Authors: Xiangan Wan, Jianping Ju, Jianying Tang, Mingyu Lin, Ning Rao, Deng Chen, Tingting Liu, Jing Li, Fan Bian, Nicholas Xiong
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Sensors
Subjects:
depth image
3D hand pose estimation
multi-perspective cues
Swin Transformer
deep learning
Online Access:https://www.mdpi.com/1424-8220/24/21/7029
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