Mobile multi-view object image search

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dc.authoridUlusoy, Ozgur/0000-0002-6887-3778
dc.contributor.authorCalisir, Fatih
dc.contributor.authorBastan, Muhammet
dc.contributor.authorUlusoy, Ozgur
dc.contributor.authorGudukbay, Ugur
dc.date.accessioned2025-10-24T18:08:50Z
dc.date.available2025-10-24T18:08:50Z
dc.date.issued2017
dc.departmentMalatya Turgut Özal Üniversitesi
dc.description.abstractHigh user interaction capability of mobile devices can help improve the accuracy of mobile visual search systems. At query time, it is possible to capture multiple views of an object from different viewing angles and at different scales with the mobile device camera to obtain richer information about the object compared to a single view and hence return more accurate results. Motivated by this, we propose a new multi-view visual query model on multi-view object image databases for mobile visual search. Multi-view images of objects acquired by the mobile clients are processed and local features are sent to a server, which combines the query image representations with early/late fusion methods and returns the query results. We performed a comprehensive analysis of early and late fusion approaches using various similarity functions, on an existing single view and a new multi-view object image database. The experimental results show that multi-view search provides significantly better retrieval accuracy compared to traditional single view search.
dc.description.sponsorshipScientific and Technological Research Council of Turkey (TUBITAK) [BIDEB 2228-A]
dc.description.sponsorshipThe first author was supported by The Scientific and Technological Research Council of Turkey (TUBITAK) under BIDEB 2228-A Graduate Scholarship.
dc.identifier.doi10.1007/s11042-016-3659-9
dc.identifier.endpage12456
dc.identifier.issn1380-7501
dc.identifier.issn1573-7721
dc.identifier.issue10
dc.identifier.scopus2-s2.0-84973594599
dc.identifier.scopusqualityQ1
dc.identifier.startpage12433
dc.identifier.urihttps://doi.org/10.1007/s11042-016-3659-9
dc.identifier.urihttps://hdl.handle.net/20.500.12899/3337
dc.identifier.volume76
dc.identifier.wosWOS:000401935200012
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherSpringer
dc.relation.ispartofMultimedia Tools And Applications
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20251023
dc.subjectMobile visual search; Multi-view search; Bag of visual words; Fusion
dc.titleMobile multi-view object image search
dc.typeArticle

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