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107
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ICML
2008
IEEE
16 years 3 months ago
A generalization of Haussler's convolution kernel: mapping kernel
Kilho Shin, Tetsuji Kuboyama
121
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ICCV
2009
IEEE
15 years 14 days ago
Kernel map compression using generalized radial basis functions
The use of Mercer kernel methods in statistical learning theory provides for strong learning capabilities, as seen in kernel principal component analysis and support vector machin...
Omar Arif, Patricio A. Vela
159
Voted
PAMI
2012
13 years 5 months ago
Trainable Convolution Filters and Their Application to Face Recognition
—In this paper, we present a novel image classification system that is built around a core of trainable filter ensembles that we call Volterra kernel classifiers. Our system trea...
Ritwik Kumar, Arunava Banerjee, Baba C. Vemuri, Ha...
101
Voted
ICIP
1999
IEEE
16 years 4 months ago
Piecewise Polynomial Kernels for Image Interpolation: A Generalization of Cubic Convolution
Erik H. W. Meijering, Wiro J. Niessen, Max A. Vier...
127
Voted
NAACL
2010
15 years 19 days ago
Convolution Kernels for Opinion Holder Extraction
Opinion holder extraction is one of the important subtasks in sentiment analysis. The effective detection of an opinion holder depends on the consideration of various cues on vari...
Michael Wiegand, Dietrich Klakow