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BIOID
2008
157views Biometrics» more  BIOID 2008»
13 years 11 months ago
Modeling Marginal Distributions of Gabor Coefficients: Application to Biometric Template Reduction
Abstract. Gabor filters have demonstrated their effectiveness in automatic face recognition. However, one drawback of Gabor-based face representations is the huge amount of data th...
Daniel González-Jiménez, José...
ICISP
2010
Springer
13 years 11 months ago
Selecting Optimal Orientations of Gabor Wavelet Filters for Facial Image Analysis
Abstract. Gabor wavelet-based methods have been widely used to extract representative features for face analysis. However, the existing methods usually suffer from high computation...
Tianqi Zhang, Bao-Liang Lu
CVPR
2007
IEEE
14 years 11 months ago
3D Probabilistic Feature Point Model for Object Detection and Recognition
This paper presents a novel statistical shape model that can be used to detect and localise feature points of a class of objects in images. The shape model is inspired from the 3D...
Sami Romdhani, Thomas Vetter
CVPR
2007
IEEE
14 years 11 months ago
Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition
Dimensionality reduction is an important issue when facing high-dimensional data. For supervised dimensionality reduction, Linear Discriminant Analysis (LDA) is one of the most po...
Feiping Nie, Shiming Xiang, Yangqiu Song, Changshu...
ICPR
2008
IEEE
14 years 10 months ago
Eigenspace interpolation for appearance-based object recognition
All eigel/space imerjHJfl1liull IIu!/!/Ull s/Iluulhly illler? polares between 111'0 differem eigellwaces IIsillg high dimCllsional rolatio/!. Howcl'('r, up 10 IIOW ...
Tomokazu Takahashi, Lina, Ichiro Ide, Yoshito Meka...