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146

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ICANN
2005
Springer

208views Neural Networks» more ICANN 2005»

An Analytic Distance Metric for Gaussian Mixture Models with Application in Image Retrieval

15 years 11 months ago

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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...

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189

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ICMLC
2005
Springer

213views Machine Learning» more ICMLC 2005»

Kernel-Based Metric Adaptation with Pairwise Constraints

15 years 11 months ago

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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

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122

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MICCAI
2005
Springer

95views Medical Imaging» more MICCAI 2005»

Semi-automated Basal Ganglia Segmentation Using Large Deformation Diffeomorphic Metric Mapping

16 years 6 months ago

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Ali R. Khan, Elizabeth Aylward, Michael I. Miller,...

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