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ICPR
2010
IEEE

Partial Face Biometry Using Shape Decomposition on 2D Conformal Maps of Faces

13 years 10 months ago
Partial Face Biometry Using Shape Decomposition on 2D Conformal Maps of Faces
In this paper, we introduce a new approach for partial 3D face recognition, which makes use of shape decomposition over the rigid1 part of a face. To explore the descriptiveness of shape dissimilarity over an isometric part of a face, which has lower probability to be influenced by expression, we transform a 3D shape to a 2D domain using conformal mapping and use shape decomposition as a similarity measurement. In our work we investigate several classifiers as well as several shape descriptors for recognition purposes. Recognition tests on a subset of the FRGC data set show approximately 80% rank-one recognition rate using only the eyes and nose part of the face.
Przemyslaw Szeptycki, Mohsen Ardabilian, Liming Ch
Added 13 May 2010
Updated 13 May 2010
Type Conference
Year 2010
Where ICPR
Authors Przemyslaw Szeptycki, Mohsen Ardabilian, Liming Chen, Wei Zeng, Xianfeng Gu, Dimitris Samaras
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