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- W4320342972 abstract "HybrIK relies on a combination of analytical inverse kinematics and deep learning to produce more accurate 3D pose estimation from 2D monocular images. HybrIK has three major components: (1) pretrained convolution backbone, (2) deconvolution to lift 3D pose from 2D convolution features, (3) analytical inverse kinematics pass correcting deep learning prediction using learned distribution of plausible twist and swing angles. In this paper we propose an enhancement of the 2D to 3D lifting module, replacing deconvolution with Transformer, resulting in accuracy and computational efficiency improvement relative to the original HybrIK method. We demonstrate our results on commonly used H36M, PW3D, COCO and HP3D datasets. Our code is publicly available https://github.com/boreshkinai/hybrik-transformer." @default.
- W4320342972 created "2023-02-13" @default.
- W4320342972 creator A5012459174 @default.
- W4320342972 date "2023-02-09" @default.
- W4320342972 modified "2023-10-18" @default.
- W4320342972 title "3D Human Pose and Shape Estimation via HybrIK-Transformer" @default.
- W4320342972 doi "https://doi.org/10.48550/arxiv.2302.04774" @default.
- W4320342972 hasPublicationYear "2023" @default.
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