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BMVC
2001
13 years 7 months ago
Recognising Trajectories of Facial Identities Using Kernel Discriminant Analysis
We present a comprehensive approach to address three challenging problems in face recognition: modelling faces across multi-views, extracting the non-linear discriminating feature...
Yongmin Li, Shaogang Gong, Heather M. Liddell
MICAI
2000
Springer
13 years 8 months ago
Eigenfaces Versus Eigeneyes: First Steps Toward Performance Assessment of Representations for Face Recognition
The Principal Components Analysis (PCA) is one of the most successfull techniques that have been used to recognize faces in images. This technique consists of extracting the eigenv...
Teófilo Emídio de Campos, Rogé...
FGR
2000
IEEE
141views Biometrics» more  FGR 2000»
13 years 8 months ago
Memory-Based Face Recognition for Visitor Identification
We show that a simple, memory-based technique for appearance-based face recognition, motivated by the realworld task of visitor identification, can outperform more sophisticated a...
Terence Sim, Rahul Sukthankar, Matthew D. Mullin, ...
FGR
2000
IEEE
167views Biometrics» more  FGR 2000»
13 years 8 months ago
Comparison of Confidence Measures for Face Recognition
This paper compares different confidence measures for the results of statistical face recognition systems. The main applications of a confidence measure are rejection of unknown p...
Stefan Eickeler, Mirco Jabs, Gerhard Rigoll
FGR
2006
IEEE
169views Biometrics» more  FGR 2006»
13 years 8 months ago
Local Linear Regression (LLR) for Pose Invariant Face Recognition
The variation of facial appearance due to the viewpoint (/pose) degrades face recognition systems considerably, which is well known as one of the bottlenecks in face recognition. ...
Xiujuan Chai, Shiguang Shan, Xilin Chen, Wen Gao
FGR
2004
IEEE
107views Biometrics» more  FGR 2004»
13 years 8 months ago
Intra-Personal Kernel Space for Face Recognition
Intra-personal space modeling proposed by Moghaddam et. al. has been successfully applied in face recognition. In their work the regular principal subspaces are derived from the i...
Shaohua Kevin Zhou, Rama Chellappa, Baback Moghadd...
FGR
2004
IEEE
138views Biometrics» more  FGR 2004»
13 years 8 months ago
Illuminating Light Field: Image-based Face Recognition Across Illuminations and Poses
We present an image-based method for face recognition across different illuminations and different poses, where the term `image-based' means that only 2D images are used and ...
Shaohua Kevin Zhou, Rama Chellappa
FGR
2004
IEEE
193views Biometrics» more  FGR 2004»
13 years 8 months ago
Face Recognition Using Ada-Boosted Gabor Features
Face representation based on Gabor features has attracted much attention and achieved great success in face recognition area for the advantages of the Gabor features. However, Gab...
Peng Yang, Shiguang Shan, Wen Gao, Stan Z. Li, Don...
FGR
2004
IEEE
212views Biometrics» more  FGR 2004»
13 years 8 months ago
Automatic 3D Face Recognition Combining Global Geometric Features with Local Shape Variation Information
Face recognition is a focused issue in pattern recognition over the past decades. In this paper, we have proposed a new scheme for face recognition using 3D information. In this s...
Chenghua Xu, Yunhong Wang, Tieniu Tan, Long Quan
FGR
2004
IEEE
161views Biometrics» more  FGR 2004»
13 years 8 months ago
Video Based Face Recognition Using Multiple Classifiers
The main advantage of the video based face recognition method is that more information is available in a video sequence than in a single image. In order to take advantage of the l...
Xiaoou Tang, Zhifeng Li