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EDUTAINMENT
2006
Springer

3D Body Reconstruction from Photos Based on Range Scan

8 years 10 months ago
3D Body Reconstruction from Photos Based on Range Scan
Abstract. We present a data-driven shape model for reconstructing human body models from one or more 2D photos. One of the key tasks in reconstructing the 3D model from image data is shape recovery, a task done until now in utterly geometric way, in the domain of human body modeling. In contrast, we adopt a data-driven, parameterized deformable model that is acquired from a collection of range scans of real human body. The key idea is to complement the image-based reconstruction method by leveraging the quality shape and statistic information accumulated from multiple shapes of range-scanned people. In the presence of ambiguity either from the noise or missing views, our technique has a bias towards representing as much as possible the previously acquired `knowledge' on the shape geometry. Texture coordinates are then generated by projecting the modified deformable model onto the front and back images. Our technique has shown to reconstruct successfully human body models from mini...
Hyewon Seo, Young In Yeo, KwangYun Wohn
Added 22 Aug 2010
Updated 22 Aug 2010
Type Conference
Year 2006
Where EDUTAINMENT
Authors Hyewon Seo, Young In Yeo, KwangYun Wohn
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