Title :
3D face reconstruction based on non-absolute positive photos and skin model
Author :
Jinhua, Zhang ; Jun, Yang
Author_Institution :
Coll. of Comput. Sci. & Technol., Zhoukou Normal Univ., Zhoukou, China
Abstract :
Reconstruction of a three dimensional (3D) face model is a hot research issue. More and more methods are applied to reconstruct face models. However, there will be produced a certain degree of texture map missing when we use some photos to reconstruct a face model. In this paper, an algorithm based on skin model is proposed to reduce the missing of side texture mapping when we use non-absolute photos to reconstruct a face model. First, we converted RGB color space to YUV and YIQ color space in order to judge which feature points were color points. Secondly, we made a Gamma transforming on the side angle points. Finally, texture mapping after correction according to color points. The three dimensional face model reconstruction processes described in the paper uses some existing theories and apply them to generate the texture map. Experiment results show that this approach can bring about more realistic 3D face models by using side angle photos.
Keywords :
face recognition; image colour analysis; image reconstruction; image texture; 3D face reconstruction; Gamma transforming; RGB color space; YIQ color space; YUV color space; nonabsolute positive photos; skin model; texture map; Computational modeling; Face; Facial features; Image color analysis; Image reconstruction; Solid modeling; Three dimensional displays; 3D face reconstruction; Gamma transform; color space conversion; skin model;
Conference_Titel :
Transportation, Mechanical, and Electrical Engineering (TMEE), 2011 International Conference on
Conference_Location :
Changchun
Print_ISBN :
978-1-4577-1700-0
DOI :
10.1109/TMEE.2011.6199523