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ICB
2007
Springer
176views Biometrics» more  ICB 2007»
13 years 9 months ago
A Novel Null Space-Based Kernel Discriminant Analysis for Face Recognition
The symmetrical decomposition is a powerful method to extract features for image recognition. It reveals the significant discriminative information from the mirror image of symmetr...
Tuo Zhao, Zhizheng Liang, David Zhang, Yahui Liu
NIPS
2003
13 years 6 months ago
Learning to Find Pre-Images
We consider the problem of reconstructing patterns from a feature map. Learning algorithms using kernels to operate in a reproducing kernel Hilbert space (RKHS) express their solu...
Gökhan H. Bakir, Jason Weston, Bernhard Sch&o...
FPL
2007
Springer
141views Hardware» more  FPL 2007»
13 years 11 months ago
Analysis of Kernel Effects on Optimisation Mismatch in Cache Reconfiguration
The effect of kernel operations on cache optimisations in a soft-core reconfigurable system is important for dynamic cache switching design. Considering kernel operations changes ...
John Shield, Peter Sutton, Philip Machanick
ICML
2007
IEEE
14 years 6 months ago
Feature selection in a kernel space
We address the problem of feature selection in a kernel space to select the most discriminative and informative features for classification and data analysis. This is a difficult ...
Bin Cao, Dou Shen, Jian-Tao Sun, Qiang Yang, Zheng...