Presentation 2010-03-15
3D Face Reconstruction from Multi-view Images
Tomoya HARA, Hiroki FUJISHIRO, Shinya NAKANO, Akinobu MAEJIMA, Shigeo MORISHIMA,
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Abstract(in English) 3D face models have become widely applied in various fields such as a filmmaking and an individual identification. We proposed a method which can quickly constructs a 3D face model from 2D facial image based on deformable head model without 3D scanner. However, the method could not express accurately the individual facial parts such as height of the nose and the cheek contour. In this paper, we propose a method of synthesizing a 3D face model which can express more close to original face shape through the process that constructs 3D face models from multi-view images taken from different face angles and integrate them by optimizing weight on each facial region. Compared with the previous method, we can find the improvement of accuracy especially in nose and mouth regions.
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Keyword(in English) 3D Face Reconstruction / 3D Face Model / Weighted Linear-combination / Simulated-Annealing
Paper # PRMU2009-245,HIP2009-130
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Committee HIP
Conference Date 2010/3/8(1days)
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Registration To Human Information Processing (HIP)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) 3D Face Reconstruction from Multi-view Images
Sub Title (in English)
Keyword(1) 3D Face Reconstruction
Keyword(2) 3D Face Model
Keyword(3) Weighted Linear-combination
Keyword(4) Simulated-Annealing
1st Author's Name Tomoya HARA
1st Author's Affiliation School of Advanced Science and Engineering, Waseda University()
2nd Author's Name Hiroki FUJISHIRO
2nd Author's Affiliation School of Advanced Science and Engineering, Waseda University
3rd Author's Name Shinya NAKANO
3rd Author's Affiliation School of Advanced Science and Engineering, Waseda University
4th Author's Name Akinobu MAEJIMA
4th Author's Affiliation School of Advanced Science and Engineering, Waseda University
5th Author's Name Shigeo MORISHIMA
5th Author's Affiliation School of Advanced Science and Engineering, Waseda University
Date 2010-03-15
Paper # PRMU2009-245,HIP2009-130
Volume (vol) vol.109
Number (no) 471
Page pp.pp.-
#Pages 6
Date of Issue