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2003
IEEE

A Discrete Reeb Graph Approach for the Segmentation of Human Body Scans

9 years 3 months ago
A Discrete Reeb Graph Approach for the Segmentation of Human Body Scans
Segmentation of 3D human body (HB) scan is a very challenging problem in applications exploiting human scan data. To tackle this problem, this paper proposes a topological approach based on Discrete Reeb Graph (DRG) which is an extension of the classical Reeb Graph to unorganized cloud of 3D points. The essence of the approach is detecting critical nodes in the DRG thus permitting the extraction of branches that represent the body parts. Because the human body shape representation is built upon global topological features that are preserved so long as the whole structure of the human body does not change, our approach is quite robust against noise, holes, irregular sampling, moderate reference change and posture variation. Experimental results performed on real scan data demonstrate the validity of our method.
Yijun Xiao, Paul Siebert, Naoufel Werghi
Added 04 Jul 2010
Updated 04 Jul 2010
Type Conference
Year 2003
Where 3DIM
Authors Yijun Xiao, Paul Siebert, Naoufel Werghi
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