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title
description
DText-Driven Recommendation and Stylization for Animating Human Meshes
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site name
author
updated
2026-03-04 08:52:50
raw text
CLIP-Actor CLIP-Actor Text-Driven Recommendation and Stylization for Animating Human Meshes Kim Youwang * , Kim Ji-Yeon * , Tae-Hyun Oh POSTECH European Conference on Computer Vision (ECCV) 2022 Paper arXiv Video Code "Alan Turing walking forwards" "Freddie Mercury dancing" "A baseball player swings a baseball bat" "A ballerina in pink dress is taking a ballet pose" "Daft Punk turning music on" "Ed Sheeran strums a guitar" "Draco Malfoy walking forwards" "Gordon Ramsay stirring food" Video Abstract We propose CLIP-Actor , a text-driven motion recommendation and neural mesh stylization system for human mesh animation. CLIP-Actor animates a 3D human mesh to conform to a text prompt by recommending a motion sequence and optimizing mesh style attributes. Prior work fails to generate plausible results when the pose of an artist designed mesh does not conform to the text from the beginning...
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