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
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