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TNN
2010
234views Management» more  TNN 2010»
13 years 5 months ago
Novel maximum-margin training algorithms for supervised neural networks
This paper proposes three novel training methods, two of them based on the back-propagation approach and a third one based on information theory for Multilayer Perceptron (MLP) bin...
Oswaldo Ludwig, Urbano Nunes
MVA
1994
100views Computer Vision» more  MVA 1994»
14 years 2 days ago
Image Analysis for Automated Pavement Cracking Evaluation
Image processing technology plays an important part in the analysis and evaluation of pavement surface cracking. The pattern recognition method for crack geometry proposed in this...
Hideki Shimamura, Kazuhiro Oonuma, Yoshizumi Yasud...
CVPR
2005
IEEE
14 years 4 months ago
Nonlinear Face Recognition Based on Maximum Average Margin Criterion
This paper proposes a novel nonlinear discriminant analysis method named by Kernerlized Maximum Average Margin Criterion (KMAMC), which has combined the idea of Support Vector Mac...
Baochang Zhang, Xilin Chen, Shiguang Shan, Wen Gao
SCIA
2009
Springer
195views Image Analysis» more  SCIA 2009»
14 years 3 months ago
Multi-band Gradient Component Pattern (MGCP): A New Statistical Feature for Face Recognition
A feature extraction method using multi-frequency bands is proposed for face recognition, named as the Multi-band Gradient Component Pattern (MGCP). The MGCP captures discriminativ...
Yimo Guo, Jie Chen, Guoying Zhao, Matti Pietik&aum...
RAID
2010
Springer
13 years 9 months ago
Detecting the Onset of Infection for Secure Hosts
Abstract. Software flaws in applications such as a browser may be exploited by attackers to launch drive-by-download (DBD), which has become the major vector of malware infection....
Kui Xu, Qiang Ma, Danfeng (Daphne) Yao