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» Kernel Methods for Pattern Analysis
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AMFG
2007
IEEE
328views Biometrics» more  AMFG 2007»
14 years 4 months ago
Fusing Gabor and LBP Feature Sets for Kernel-Based Face Recognition
Extending recognition to uncontrolled situations is a key challenge for practical face recognition systems. Finding efficient and discriminative facial appearance descriptors is c...
Xiaoyang Tan, Bill Triggs
ICA
2010
Springer
13 years 11 months ago
Common SpatioTemporal Pattern Analysis
In this work we present a method for the estimation of a rank-one pattern living in two heterogeneous spaces, when observed through a mixture in multiple observation sets. Using a ...
Ronald Phlypo, Nisrine Jrad, Bertrand Rivet, Marco...
PKDD
2009
Springer
118views Data Mining» more  PKDD 2009»
14 years 5 months ago
Sparse Kernel SVMs via Cutting-Plane Training
We explore an algorithm for training SVMs with Kernels that can represent the learned rule using arbitrary basis vectors, not just the support vectors (SVs) from the training set. ...
Thorsten Joachims, Chun-Nam John Yu
ICPR
2008
IEEE
14 years 4 months ago
IR and visible face recognition using fusion of kernel based features
In this paper we present the face recognition method using feature-level fusion where the infrared (IR) and visible face images are fused at transformed domain. The main contribut...
Shahbe Mat Desa, Subhas Hati
JCC
2002
88views more  JCC 2002»
13 years 10 months ago
Pattern recognition strategies for molecular surfaces. I. Pattern generation using fuzzy set theory
: A new method for the characterization of molecules based on the model approach of molecular surfaces is presented. We use the topographical properties of the surface as well as t...
Thomas E. Exner, Matthias Keil, Jürgen Brickm...