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A Novel Approach to Enable Semantic and Visual Image Summarization for Exploratory Image Search

A Novel Approach to Enable Semantic and Visual Image Summarization for Exploratory Image Search

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FAN, Jianping, Yuli GAO, Hangzai LUO, Daniel A. KEIM, Zongmin LI, 2008. A Novel Approach to Enable Semantic and Visual Image Summarization for Exploratory Image Search. Proceeding of the 1st ACM international conference. Vancouver, British Columbia, Canada, 30. Okt 2008 - 31. Okt 2008. In: Proceeding of the 1st ACM international conference on Multimedia information retrieval - MIR '08. Proceeding of the 1st ACM international conference. Vancouver, British Columbia, Canada, 30. Okt 2008 - 31. Okt 2008. New York, New York, USA:ACM Press, pp. 358. ISBN 978-1-60558-312-9

@inproceedings{Fan2008Novel-5599, title={A Novel Approach to Enable Semantic and Visual Image Summarization for Exploratory Image Search}, year={2008}, doi={10.1145/1460096.1460155}, isbn={978-1-60558-312-9}, address={New York, New York, USA}, publisher={ACM Press}, booktitle={Proceeding of the 1st ACM international conference on Multimedia information retrieval - MIR '08}, author={Fan, Jianping and Gao, Yuli and Luo, Hangzai and Keim, Daniel A. and Li, Zongmin} }

<rdf:RDF xmlns:rdf="http://www.w3.org/1999/02/22-rdf-syntax-ns#" xmlns:bibo="http://purl.org/ontology/bibo/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:dcterms="http://purl.org/dc/terms/" xmlns:xsd="http://www.w3.org/2001/XMLSchema#" > <rdf:Description rdf:about="https://kops.uni-konstanz.de/rdf/resource/123456789/5599"> <dc:rights>deposit-license</dc:rights> <dcterms:rights rdf:resource="https://creativecommons.org/licenses/by-nc-nd/2.0/legalcode"/> <bibo:uri rdf:resource="http://kops.uni-konstanz.de/handle/123456789/5599"/> <dc:contributor>Gao, Yuli</dc:contributor> <dcterms:abstract xml:lang="eng">In this paper, we have developed a novel scheme to incorporate topic network and representativeness-based sampling for achieving semantic and visual summarization and visualization of large-scale collections of Flickr images. First, topic network is automatically generated for summarizing and visualizing large-scale collections of Flickr images at a semantic level, so that users can select more suitable keywords for more precise query formulation. Second, the diverse visual similarities between the semantically-similar images are characterized more precisely by using a mixture-of-kernels and a representativeness-based image sampling algorithm is developed to achieve similarity-based summarization and visualization of large amounts of images under the same topic, so that users can find some particular images of interest more effectively. Our experiments on large-scale image collections with diverse semantics have provided very positive results.</dcterms:abstract> <dc:creator>Keim, Daniel A.</dc:creator> <dc:contributor>Luo, Hangzai</dc:contributor> <dc:contributor>Fan, Jianping</dc:contributor> <dcterms:issued>2008</dcterms:issued> <dc:creator>Gao, Yuli</dc:creator> <dc:date rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2011-03-24T15:56:42Z</dc:date> <dcterms:available rdf:datatype="http://www.w3.org/2001/XMLSchema#dateTime">2011-03-24T15:56:42Z</dcterms:available> <dcterms:title>A Novel Approach to Enable Semantic and Visual Image Summarization for Exploratory Image Search</dcterms:title> <dc:language>eng</dc:language> <dc:contributor>Li, Zongmin</dc:contributor> <dc:creator>Fan, Jianping</dc:creator> <dc:creator>Luo, Hangzai</dc:creator> <dc:creator>Li, Zongmin</dc:creator> <dc:contributor>Keim, Daniel A.</dc:contributor> <dcterms:bibliographicCitation>First publ. as paper in: Proceeding of the 1st ACM international conference on Multimedia information retrieval, Vancouver, British Columbia, Canada, October 30-31, 2008</dcterms:bibliographicCitation> <dc:format>application/pdf</dc:format> </rdf:Description> </rdf:RDF>

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