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		<identifier>oai:zbc.uz.zgora.pl:79143</identifier>
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<dc:title xml:lang="pl"><![CDATA[Content-based image retrieval using a signature graph and a self-organizing map]]></dc:title>
<dc:creator><![CDATA[Van, Thanh The]]></dc:creator>
<dc:creator><![CDATA[Le, Thanh Manh]]></dc:creator>
<dc:subject xml:lang="pl"><![CDATA[binary signature]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[similarity measures]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[signature graph]]></dc:subject>
<dc:subject xml:lang="pl"><![CDATA[image retrieval]]></dc:subject>
<dc:description xml:lang="pl"><![CDATA[In order to effectively retrieve a large database of images, a method of creating an image retrieval system CBIR (content-based image retrieval) is applied based on a binary index which aims to describe features of an image object of interest. This index is called the binary signature and builds input data for the problem of matching similar images. To extract the object of interest, we propose an image segmentation method on the basis of low-level visual features including the color and texture of the image.]]></dc:description>
<dc:description xml:lang="pl"><![CDATA[These features are extracted at each block of the image by the discrete wavelet frame transform and the appropriate color space. On the basis of a segmented image, we create a binary signature to describe the location, color and shape of the objects of interest. In order to match similar images, we provide a similarity measure between the images based on binary signatures. Then, we present a CBIR model which combines a signature graph and a self-organizing map to cluster and store similar images. To illustrate the proposed method, experiments on image databases are reported, including COREL, Wang and MSRDI.]]></dc:description>
<dc:publisher><![CDATA[Zielona Góra: Uniwersytet Zielonogórski]]></dc:publisher>
<dc:contributor><![CDATA[Korbicz, Józef (1951- ) - red.]]></dc:contributor>
<dc:contributor><![CDATA[Uciński, Dariusz - red.]]></dc:contributor>
<dc:date><![CDATA[2016]]></dc:date>
<dc:type xml:lang="pl"><![CDATA[artykuł]]></dc:type>
<dc:identifier><![CDATA[http://www.zbc.uz.zgora.pl/repozytorium/Content/79143/AMCS_2016_26_2_13.pdf]]></dc:identifier>
<dc:identifier><![CDATA[https://zbc.uz.zgora.pl/repozytorium/dlibra/publication/88968/edition/79143/content]]></dc:identifier>
<dc:identifier><![CDATA[oai:zbc.uz.zgora.pl:79143]]></dc:identifier>
<dc:source xml:lang="pl"><![CDATA[AMCS, volume 26, number 2 (2016)]]></dc:source>
<dc:source xml:lang="pl"><![CDATA[https://www.amcs.uz.zgora.pl/?action=papers&issue=65]]></dc:source>
<dc:language><![CDATA[eng]]></dc:language>
<dc:relation><![CDATA[oai:zbc.uz.zgora.pl:publication:88968]]></dc:relation>
<dc:rights xml:lang="pl"><![CDATA[Biblioteka Uniwersytetu Zielonogórskiego]]></dc:rights>
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