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» A Hierarchical Face Recognition Algorithm
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PAMI
2010
190views more  PAMI 2010»
13 years 3 months ago
Linear Regression for Face Recognition
In this paper, we present a novel approach of face identification by formulating the pattern recognition problem in terms of linear regression. Using a fundamental concept that pat...
Imran Naseem, Roberto Togneri, Mohammed Bennamoun
PR
2010
141views more  PR 2010»
13 years 3 months ago
On the vulnerability of face verification systems to hill-climbing attacks
In this paper, we use a hill-climbing attack algorithm based on Bayesian adaption to test the vulnerability of two face recognition systems to indirect attacks. The attacking tech...
Javier Galbally, Chris McCool, Julian Fiérr...
PSIVT
2009
Springer
181views Multimedia» more  PSIVT 2009»
14 years 3 months ago
Comparison of Visible, Thermal Infra-Red and Range Images for Face Recognition
Existing literature compares various biometric modalities of the face for human identification. The common criterion used for comparison is the recognition rate of different face...
Ajmal Mian
IVC
2006
129views more  IVC 2006»
13 years 9 months ago
Measuring the performance of face localization systems
The purpose of Face localization is to determine the coordinates of a face in a given image. It is a fundamental research area in computer vision because it serves, as a necessary...
Yann Rodriguez, Fabien Cardinaux, Samy Bengio, Joh...
JCP
2008
167views more  JCP 2008»
13 years 9 months ago
Accelerated Kernel CCA plus SVDD: A Three-stage Process for Improving Face Recognition
kernel canonical correlation analysis (KCCA) is a recently addressed supervised machine learning methods, which shows to be a powerful approach of extracting nonlinear features for...
Ming Li, Yuanhong Hao