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3D Keypoint Estimation Using Implicit Representation Learning

3D Keypoint Estimation Using Implicit Representation Learning

Abstract In this paper, we tackle the challenging problem of 3D keypoint estimation of general objects using a novel implicit representation. Previous works have demonstrated promising results for keypoint prediction through direct coordinate regression or heatmapā€based inference. However, these methods are commonly studied for specific subjects, such as human bodies ā€¦