Articles with "geometric equivariance" as a keyword



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Single Person Dense Pose Estimation via Geometric Equivariance Consistency

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Published in 2023 at "IEEE Transactions on Multimedia"

DOI: 10.1109/tmm.2021.3129056

Abstract: We study the task of single person dense pose estimation. Specifically, given a human-centric image, we learn to map all human pixels onto a 3D, surface-based human body model. Existing methods approach this problem by… read more here.

Keywords: pose estimation; equivariance consistency; single person; geometric equivariance ... See more keywords