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» Analysis and Comparison of Eigenspace-Based Face Recognition...
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Dataset
801views
12 years 6 months ago
VADANA: Vims Appearance Dataset for facial image ANAlysis
Analysis of face images has been the topic of in-depth research with wide spread applications. Face recognition, verification, age progression studies are some of the topics under ...
ICPR
2008
IEEE
14 years 7 months ago
An empirical comparison of graph-based dimensionality reduction algorithms on facial expression recognition tasks
Facial expression recognition is a topic of interest both in industry and academia. Recent approaches to facial expression recognition are based on mapping expressions to low dime...
José Miguel Buenaposada, Li He, Luis Baumel...
ICCV
2007
IEEE
13 years 9 months ago
Probabilistic Linear Discriminant Analysis for Inferences About Identity
Many current face recognition algorithms perform badly when the lighting or pose of the probe and gallery images differ. In this paper we present a novel algorithm designed for th...
Simon J. D. Prince, James H. Elder
ICNC
2005
Springer
13 years 11 months ago
Line-Based PCA and LDA Approaches for Face Recognition
Principal Component Analysis (PCA) and Linear Discriminant Analysis (LDA) techniques are important and well-developed area of image recognition and to date many linear discriminati...
Vo Dinh Minh Nhat, Sungyoung Lee
CAIP
2005
Springer
260views Image Analysis» more  CAIP 2005»
13 years 11 months ago
An Illumination Invariant Face Recognition Approach Using Exemplar-Based Synthesis Technique
Abstract. This paper proposes a new method to solve the problem of face recognition under varying illumination conditions. We introduce an exemplar-based technique to decouple and ...
Tele Tan, Thorsten Kühnapfel, Amelyn Wongso, ...