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Monocular Image 3D Human Pose Estimation under Self-Occlusion

Radwan, Ibrahim; Dhall, Abhinav; Goecke, Roland

Description

In this paper, an automatic approach for 3D pose reconstruction from a single image is proposed. The presence of human body articulation, hallucinated parts and cluttered background leads to ambiguity during the pose inference, which makes the problem non-trivial. Researchers have explored various methods based on motion and shading in order to reduce the ambiguity and reconstruct the 3D pose. The key idea of our algorithm is to impose both kinematic and orientation constraints. The former is...[Show more]

CollectionsANU Research Publications
Date published: 2013
Type: Conference paper
URI: http://hdl.handle.net/1885/66678
Source: Monocular Image 3D Human Pose Estimation under Self-Occlusion
DOI: 10.1109/ICCV.2013.237

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