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» Correntropy: A Localized Similarity Measure
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PAKDD
2011
ACM
253views Data Mining» more  PAKDD 2011»
12 years 8 months ago
Balance Support Vector Machines Locally Using the Structural Similarity Kernel
A structural similarity kernel is presented in this paper for SVM learning, especially for learning with imbalanced datasets. Kernels in SVM are usually pairwise, comparing the sim...
Jianxin Wu
ICCBR
2003
Springer
13 years 11 months ago
Using Evolution Programs to Learn Local Similarity Measures
Abstract. The definition of similarity measures is one of the most crucial aspects when developing case-based applications. In particular, when employing similarity measures that ...
Armin Stahl, Thomas Gabel
ICPR
2004
IEEE
14 years 6 months ago
A Graph-Based Approach to Corner Matching Using Mutual Information as a Local Similarity Measure
Corner matching constitutes a fundamental vision problem that serves as a building block of several important applications. The common approach to dealing with this problem starts...
Manolis I. A. Lourakis, Antonis A. Argyros, Kostas...
MVA
2007
189views Computer Vision» more  MVA 2007»
13 years 7 months ago
Localization of Optic Disk Using Independent Component Analysis and Modified Structural Similarity Measure
Localization and segmentation of Optic Disk (OD) is an important prerequisite for automatic detection of Diabetic Retinopathy (DR) from digital retinal fundus images. Considerable...
S. Balasubramanian, Srikanth Khanna, V. Chandrasek...
AMR
2006
Springer
101views Multimedia» more  AMR 2006»
13 years 7 months ago
Rank-Test Similarity Measure Between Video Segments for Local Descriptors
Alain Lehmann, Patrick Bouthemy, Jian-Feng Yao