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» Descriptor Learning for Efficient Retrieval
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MVA
2006
13 years 8 months ago
Fourier-Based Object Description in Defect Image Retrieval
Abstract Image retrieval has nowadays several industrial applications. In these imaging applications, which typically use large image archives, the matter of computational efficien...
Iivari Kunttu, Leena Lepistö, Juhani Rauhamaa...
JVCIR
2008
137views more  JVCIR 2008»
13 years 8 months ago
A fast MPEG-7 dominant color extraction with new similarity measure for image retrieval
Dominant color descriptor (DCD) is one of the color descriptors proposed by MPEG-7 that has been extensively used for image retrieval. Among the color descriptors, DCD describes t...
Nai-Chung Yang, Wei-Han Chang, Chung Ming Kuo, Tsi...
ICML
2008
IEEE
14 years 9 months ago
Fast nearest neighbor retrieval for bregman divergences
We present a data structure enabling efficient nearest neighbor (NN) retrieval for bregman divergences. The family of bregman divergences includes many popular dissimilarity measu...
Lawrence Cayton
MIR
2006
ACM
200views Multimedia» more  MIR 2006»
14 years 2 months ago
An adaptive graph model for automatic image annotation
Automatic keyword annotation is a promising solution to enable more effective image search by using keywords. In this paper, we propose a novel automatic image annotation method b...
Jing Liu, Mingjing Li, Wei-Ying Ma, Qingshan Liu, ...
KDD
2005
ACM
109views Data Mining» more  KDD 2005»
14 years 9 months ago
Formulating distance functions via the kernel trick
Tasks of data mining and information retrieval depend on a good distance function for measuring similarity between data instances. The most effective distance function must be for...
Gang Wu, Edward Y. Chang, Navneet Panda