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» Local Binary LDA for Face Recognition
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ICPR
2006
IEEE
13 years 11 months ago
Fast Linear Discriminant Analysis Using Binary Bases
Linear Discriminant Analysis (LDA) is a widely used technique for pattern classification. It seeks the linear projection of the data to a low dimensional subspace where the data ...
Feng Tang, Hai Tao
ICPR
2008
IEEE
13 years 11 months ago
A comparative evaluation of Average Face on holistic and local face recognition approaches
This study focuses on a recent paper "100% Accuracy in Automatic Face Recognition" published on Science, in which an "Average Face" is proposed and claimed to ...
Sanqiang Zhao, Xiaozheng Zhang, Yongsheng Gao
ACCV
2010
Springer
13 years 12 days ago
Face Recognition with Decision Tree-Based Local Binary Patterns
Many state-of-the-art face recognition algorithms use image descriptors based on features known as Local Binary Patterns (LBPs). While many variations of LBP exist, so far none of ...
Daniel Maturana, Domingo Mery, Alvaro Soto
ICCV
2005
IEEE
13 years 11 months ago
Local Gabor Binary Pattern Histogram Sequence (LGBPHS): A Novel Non-Statistical Model for Face Representation and Recognition
For years, researchers in face recognition area have been representing and recognizing faces based on subspace discriminant analysis or statistical learning. Nevertheless, these a...
Wenchao Zhang, Shiguang Shan, Wen Gao, Xilin Chen,...
ECCV
2006
Springer
14 years 7 months ago
Face Authentication Using Adapted Local Binary Pattern Histograms
In this paper, we propose a novel generative approach for face authentication, based on a Local Binary Pattern (LBP) description of the face. A generic face model is considered as ...
Sébastien Marcel, Yann Rodriguez