DocumentCode :
3242543
Title :
A Stereo Matching based 3D Face Reconstruction Algorithm
Author :
Fu, Youcheng ; Da, Feipeng
Author_Institution :
Res. Inst. of Autom., Southeast Univ., Nanjing
fYear :
2008
fDate :
22-24 Oct. 2008
Firstpage :
1
Lastpage :
6
Abstract :
An improved algorithm based on stereo matching technology is proposed to generate 3D face model. By improving and combining the region growing and dynamic programming methods together, a new algorithm of stereo matching is proposed. By processing region growing and dynamic programming methods on two nearly perpendicular directions separately, this new algorithm implements smooth restriction on multi-directions along with effective control of processing direction, which has improved the accuracy of matching notably. Besides, by choosing the outlines of face features as the baselines of region growing, the information of face characters also assists matching. This further improves the accuracy. Experimental results show that the reconstruction results are smooth and vivid.
Keywords :
dynamic programming; face recognition; feature extraction; image matching; image reconstruction; stereo image processing; 3D face model; 3D face reconstruction; dynamic programming; face character information; face feature outlines; region growing; smooth restriction; stereo matching; Active shape model; Computer vision; Dynamic programming; Electronic mail; Face detection; Image reconstruction; Reconstruction algorithms; Stereo vision; Strontium; Thigh;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Pattern Recognition, 2008. CCPR '08. Chinese Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-2316-3
Type :
conf
DOI :
10.1109/CCPR.2008.57
Filename :
4663010
Link To Document :
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