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Semi-supervised image meta-filtering in cultural heritage applications

Matsatsinis Nikolaos, Doulamis, Anastasios, Eftychios Protopapadakis

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URI: http://purl.tuc.gr/dl/dias/63B15A5D-A1DE-4701-980C-B10ABCDC2200
Year 2014
Type of Item Conference Full Paper
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Bibliographic Citation E. Protopapadakis, A. Doulamis, N. Matsatsinis ,"Semi-supervised image meta-filtering in cultural heritage applications,"in 2014 5th Intern. Conf. (EuroMed) ,pp.102-110 .doi: 10.1007/978-3-319-13695-0_10 https://doi.org/10.1007/978-3-319-13695-0_10
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Summary

An image filtering scheme for images of cultural interest is presented. The model utilize a semi supervised approach for the creation of an appropriate distance learning metric, which is used for the filtering. User’s feedback is involved only for a minor set of data, defined using optics algorithm and sparse modeling representative selection. Such approach facilitates the refinement of retrieval results always under the scope of the end user needs.

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