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» Generalized Discriminant Analysis Using a Kernel Approach
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IWBRS
2005
Springer
145views Biometrics» more  IWBRS 2005»
15 years 8 months ago
Face Authentication Using One-Class Support Vector Machines
Abstract. This paper proposes a new method for personal identity verification based the analysis of face images applying One Class Support Vector Machines. This is a recently intr...
Manuele Bicego, Enrico Grosso, Massimo Tistarelli
INFOCOM
2010
IEEE
15 years 29 days ago
Queuing Analysis in Multichannel Cognitive Spectrum Access: A Large Deviation Approach
Abstract—The queueing performance of a (secondary) cognitive user is investigated for a hierarchical network where there are N independent and identical primary users. Each prima...
Amine Laourine, Shiyao Chen, Lang Tong
IVC
2006
137views more  IVC 2006»
15 years 2 months ago
An information-theoretic approach to face recognition from face motion manifolds
In this work we consider face recognition from Face Motion Manifolds (FMMs). The use of the Resistor-Average Distance (RAD) as a dissimilarity measure between densities confined t...
Ognjen Arandjelovic, Roberto Cipolla
120
Voted
ICDAR
2003
IEEE
15 years 7 months ago
Rectifying the Bound Document Image Captured by the Camera: A Model Based Approach
A model based approach for rectifying the camera image of the bound document has been developed, i.e., the surface of the document is represented by a general cylindrical surface....
Huaigu Cao, Xiaoqing Ding, Changsong Liu
96
Voted
CVPR
2003
IEEE
16 years 4 months ago
Kullback-Leibler Boosting
In this paper, we develop a general classification framework called Kullback-Leibler Boosting, or KLBoosting. KLBoosting has following properties. First, classification is based o...
Ce Liu, Heung-Yeung Shum