DocumentCode :
3286848
Title :
3D craniofacial reconstruction using reference skull-face database
Author :
Shui Wuyang ; Zhou Mingquan ; Deng Qingqiong ; Wu Zhongke ; Duan Fuqing
Author_Institution :
Coll. of Inf. Sci. & Technol., Beijing Normal Univ., Beijing, China
fYear :
2010
fDate :
8-9 Nov. 2010
Firstpage :
1
Lastpage :
7
Abstract :
Craniofacial reconstruction is aiming at estimating the outlook of an unknown or an unidentified skull. In this paper, we present an approach of the craniofacial reconstruction of Chinese people. Firstly, we build a skull-face database and classify it in terms of age, area and gender. Then Thin-Plate spline (TPS) is adopted to achieve non-rigid registration between the unidentified skull and reference skull. however, the craniofacial result is determined by the choice of reference template. Here a statistic method is adopted to estimate outlook from subclass of skull-face database using Principle component analysis. In order to improve the accuracy of the result, we select the suitable organ (eyes, nose and mouth) for the statistic result based on anatomy principle from the database and achieve the organ and face integration to build the final outlook. Finally, we show some experiments of the algorithm.
Keywords :
image reconstruction; principal component analysis; visual databases; 3D craniofacial reconstruction; Chinese people; age; anatomy principle; area; face integration; gender; organ integration; principal component analysis; reference skull-face database; reference template; statistic method; thin-plate spline; unidentified skull; Face; Craniofacial Reconstruction; Non-rigid Registration; Organ and Face Integration; Principal Component Analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Vision Computing New Zealand (IVCNZ), 2010 25th International Conference of
Conference_Location :
Queenstown
ISSN :
2151-2191
Print_ISBN :
978-1-4244-9629-7
Type :
conf
DOI :
10.1109/IVCNZ.2010.6148864
Filename :
6148864
Link To Document :
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