INCREMENTAL 2D-TO-3D POSE LIFTING FOR FAST AND ACCURATE HUMAN POSE ESTIMATION

INCREMENTAL 2D-TO-3D POSE LIFTING FOR FAST AND ACCURATE HUMAN POSE ESTIMATION

Techniques related to 3D pose estimation from a 2D input image are discussed. Such techniques include incrementally adjusting an initial 3D pose generated by applying a lifting network to a detected 2D pose in the 2D input image by projecting each current 3D pose estimate to a 2D pose projection, ap...

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Bibliographische Detailangaben
Hauptverfasser: XU, Haojun, YAO, Anbang, WONG, Chong, YU, Chao, CHEN, Yurong, KANG, Yangyuxuan, LU, Ming, SHAO, Wenjian, WANG, Yikai, WANG, Shandong
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Zusammenfassung:Techniques related to 3D pose estimation from a 2D input image are discussed. Such techniques include incrementally adjusting an initial 3D pose generated by applying a lifting network to a detected 2D pose in the 2D input image by projecting each current 3D pose estimate to a 2D pose projection, applying a residual regressor to features based on the 2D pose projection and the detected 2D pose, and combining a 3D pose increment from the residual regressor to the current 3D pose estimate.