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ICANN
2005
Springer
16 years 1 days ago
An Analytic Distance Metric for Gaussian Mixture Models with Application in Image Retrieval
Abstract. In this paper we propose a new distance metric for probability density functions (PDF). The main advantage of this metric is that unlike the popular Kullback-Liebler (KL)...
Giorgos Sfikas, Constantinos Constantinopoulos, Ar...
ICMLC
2005
Springer
16 years 1 days ago
Kernel-Based Metric Adaptation with Pairwise Constraints
Abstract. Many supervised and unsupervised learning algorithms depend on the choice of an appropriate distance metric. While metric learning for supervised learning tasks has a lon...
Hong Chang, Dit-Yan Yeung
132
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MICCAI
2005
Springer
16 years 7 months ago
Semi-automated Basal Ganglia Segmentation Using Large Deformation Diffeomorphic Metric Mapping
Ali R. Khan, Elizabeth Aylward, Michael I. Miller,...
ICEIS
2005
IEEE
16 years 4 days ago
A Formal Definition for Object-Relational Database Metrics
Aline Lúcia Baroni, Coral Calero, Mario Pia...