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CVPR
2006
IEEE
10 years 9 days ago
Toward Robust Distance Metric Analysis for Similarity Estimation
Jie Yu, Qi Tian, Jaume Amores, Nicu Sebe
ICMCS
2006
IEEE
145views Multimedia» more  ICMCS 2006»
9 years 4 months ago
A New Study on Distance Metrics as Similarity Measurement
Distance metric is widely used in similarity estimation. In this paper we find that the most popular Euclidean and Manhattan distance may not be suitable for all data distribution...
Jie Yu, Jaume Amores, Nicu Sebe, Qi Tian
DAS
2010
Springer
9 years 2 months ago
Towards more effective distance functions for word image matching
Matching word images has many applications in document recognition and retrieval systems. Dynamic Time Warping (DTW) is popularly used to estimate the similarity between word imag...
Raman Jain, C. V. Jawahar
BMCBI
2007
130views more  BMCBI 2007»
8 years 10 months ago
A robust measure of correlation between two genes on a microarray
Background: The underlying goal of microarray experiments is to identify gene expression patterns across different experimental conditions. Genes that are contained in a particula...
Johanna S. Hardin, Aya Mitani, Leanne Hicks, Brian...
PAMI
2008
196views more  PAMI 2008»
8 years 10 months ago
Distance Learning for Similarity Estimation
In this paper, we present a general guideline to find a better distance measure for similarity estimation based on statistical analysis of distribution models and distance function...
Jie Yu, Jaume Amores, Nicu Sebe, Petia Radeva, Qi ...
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