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基于二维Gabor小波矩阵表征人脸的识别算法
人脸识别 Gabor小波特征 2DPCA算法
2009/4/14
提出基于二维Gabor小波特征(Gaborface)矩阵的人脸表征方法，二维Gaborface矩阵有别于常规的一维采样特征矢量方法。对该方法的2种运用方式：整体Gaborface表征(EGFR)和多通道Gaborface表征(MGFR)进行了研究，在ORL数据库中采用二维PCA人脸识别算法进行了实验。对比实验结果表明了该方法的有效性和可行性，特别是基于MGFR的2DPCA方法实现了100%的识别率...
Selected Local Gabor Binary Patterns Based On Mutual Information For Face Recognition
Selected Local Gabor Binary Patterns Mutual Information For Face Recognition
2010/12/16
Appropriate representation is one of the keys to the success of face recognition technologies.
In this paper, we present a novel face representation approach using a reduced
set of local histograms ...
Local Gabor Binary Pattern Histogram Sequence (LGBPHS): A Novel Non-Statistical Model for Face Representation and Recognition
Local Gabor Binary Pattern Histogram Sequence Novel Non-Statistical Model
2010/12/15
For years, researchers in face recognition area have been representing and recognizing faces based on subspace discriminant analysis or statistical learning.Nevertheless, these approaches are always s...