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Mobile banknote recognition: Topological models in scene understanding
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Portable assistive devices are getting more and more widespread. Since most cell phones are nowadays equipped with cameras they can provide an easy way for blind and visually impaired people to obtain visual information about their environment. In this paper we present a banknote recognition system for our previously proposed mobile device, called the bionic eyeglass. We employ a recognition scheme based on the structural topology of banknotes that enables that the visual features detected are not joined in an ensemble classifier independently, but they are coupled via an excitation-inhibition model. We have shown that the technique outperforms classical ensemble classifiers. © 2011 ACM.
2012
(Sifter Viktória; 2014.05.14. 11:40:23)
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<div class="BookChapter Publication short-list"> <div class="authors"> <span class="author-name" mtid="10029877"> <a href="/gui2/?type=authors&mode=browse&sel=10029877" target="_blank">Radványi, M</a> </span> <span class="author-type"> </span> ; <span class="author-name" mtid="10029829"> <a href="/gui2/?type=authors&mode=browse&sel=10029829" target="_blank">Solymár, Z</a> </span> <span class="author-type"> </span> ; <span class="author-name" mtid="10029836"> <a href="/gui2/?type=authors&mode=browse&sel=10029836" target="_blank">Stubendek, A</a> </span> <span class="author-type"> </span> ; <span class="author-name" mtid="10015716"> <a href="/gui2/?type=authors&mode=browse&sel=10015716" target="_blank">Karacs, K</a> </span> <span class="author-type"> </span> </div ><div class="title"><a href="/gui2/?mode=browse¶ms=publication;2587608" mtid="2587608" target="_blank">Mobile banknote recognition: Topological models in scene understanding</a></div> <div class="InBook">In: Simone, Frattasi (szerk.) <span class="booktitle"><a href="/gui2/?mode=browse¶ms=publication;1959896" target="_blank">Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL'11 </a></span > </div><div class="pub-info"> <span class="publishedAt">New York, Amerikai Egyesült Államok : <span class="publisher">Association for Computing Machinery (ACM)</span> <span class="year">(2011)</span> <span class="page"> Paper: 88372 </span> </div> <div class="pub-end"><div class="identifier-list"> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="10.1145/2093698.2093883" target="_blank" href="https://doi.org/10.1145/2093698.2093883"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="84856727854" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-84856727854"> Scopus </a> </span> </span> </div> <div class="short-pub-prop-list"> <span class="short-pub-mtid"> Közlemény:2587608 </span> <span class="status-holder"><span class="status-data status-ADMIN_APPROVED"> Admin láttamozott </span></span> <span class="pub-core">Forrás Idéző </span> <span class="pub-type">Könyvrészlet (Konferenciaközlemény ) </span> <!-- && !record.category.scientific --> <span class="pub-category">Tudományos</span> </div> </div> </div><div class="BookChapter Publication long-list"> <div class="authors"> <img title="Forrásközlemény" style="float: left" src="/frontend/resources/grid/publication-core-icon.png"> <img title="Idézőközlemény" style="float: left" src="/frontend/resources/grid/publication-citation-icon.png"> <div class="autype autype0"> <span class="author-name" mtid="10029877"><a href="/gui2/?type=authors&mode=browse&sel=10029877" target="_blank">Radványi M (<span class="authorship-author-name">Radványi Mihály Gergely</span> <span class="authorAux-mtmt"> Intelligens rendszerek</span>) </a> </span> <span class="author-affil"><span title="Pázmány Péter Katolikus Egyetem">PPKE</span>/<span title="Információs Technológiai Kar">ITK</span>/Interdiszciplináris Műszaki Tudományok Doktori Iskola</span> ; <span class="author-name" mtid="10029829"><a href="/gui2/?type=authors&mode=browse&sel=10029829" target="_blank">Solymár Z (<span class="authorship-author-name">Solymár Zóra</span> <span class="authorAux-mtmt"> Bio-inspirálta navigáció</span>) </a> </span> <span class="author-affil"><span title="Pázmány Péter Katolikus Egyetem">PPKE</span>/<span title="Információs Technológiai Kar">ITK</span>/Interdiszciplináris Műszaki Tudományok Doktori Iskola</span> ; <span class="author-name" mtid="10029836"><a href="/gui2/?type=authors&mode=browse&sel=10029836" target="_blank">Stubendek A (<span class="authorship-author-name">Stubendek Attila</span> <span class="authorAux-mtmt"> Gépi látás és tanulás</span>) </a> </span> <span class="author-affil"><span title="Pázmány Péter Katolikus Egyetem">PPKE</span>/<span title="Információs Technológiai Kar">ITK</span>/Interdiszciplináris Műszaki Tudományok Doktori Iskola</span> ; <span class="author-name" mtid="10015716"><a href="/gui2/?type=authors&mode=browse&sel=10015716" target="_blank">Karacs K (<span class="authorship-author-name">Karacs Kristóf</span> <span class="authorAux-mtmt"> Intelligens rendszerek</span>) </a> </span> <span class="author-affil"><span title="Pázmány Péter Katolikus Egyetem">PPKE</span>/Információs Technológiai Kar</span> </div> </div> <div class="title"><a href="/gui2/?mode=browse¶ms=publication;2587608" target="_blank">Mobile banknote recognition: Topological models in scene understanding</a></div> <div class="InBook"><div class="chapter-in">In:</div> <div class="authors"> <div class="autype autype-1"> <span class="author-name" >Simone Frattasi </span> (szerk.) </div> </div> <div class="booktitle"><a href="/gui2/?mode=browse¶ms=publication;1959896" target="_blank">Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, ISABEL'11 </a></div> <div class="conference"> Konferencia helye, ideje: <span class="location">Barcelona, Spanyolország <span class="conference-date">2011.10.26. - 2011.10.29.</span> </div> <span class="publishedAt">New York: <span class="publishers">Association for Computing Machinery (ACM)</span>, <span class="page"> Paper 88372. </span> <span class="year">(2011)</span> ( <span class="seriesTitle">ACM International Conference Proceeding Series</span> ) </div> <div class="pub-footer"> <span class="language" xmlns="http://www.w3.org/1999/html">Nyelv: Angol | </span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="10.1145/2093698.2093883" target="_blank" href="https://doi.org/10.1145/2093698.2093883"> DOI </a> </span> <span class="id identifier oa_none" title="none"> <a style="color:blue" title="84856727854" target="_blank" href="http://www.scopus.com/record/display.url?origin=inward&eid=2-s2.0-84856727854"> Scopus </a> </span> </span> <span class="bookchapter-ids">Befoglaló link(ek):</span> <span class="identifiers"> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="9781450309134" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A9781450309134"> 9781450309134 </a> </span> <span class="id identifier oa_none" title="none"> <span class="isbnOrIssn"> ISBN: </span> <a style="color:black" title="1450309135" target="_blank" href="https://www.worldcat.org/search?q=isbn%3A1450309135"> 1450309135 </a> </span> </span> <div class="publication-citation"> <a target="_blank" href="/api/publication?cond=citations.related;eq;2587608&sort=publishedYear,desc&sort=title"> Idézett közlemények száma: 2 </a> </div> <div class="mtid"><span class="long-pub-mtid">Közlemény: 2587608</span> | <span class="status-data status-ADMIN_APPROVED"> Admin láttamozott </span> <span class="long-book-mtid">Befoglaló: 1959896</span> <span class="oldId">Régi azonosító: 2587608</span> | <span class="oldId">Befoglaló: 1959896</span> Forrás Idéző | <span class="type-subtype">Könyvrészlet ( Konferenciaközlemény ) </span> | <span class="pub-category">Tudományos</span> | <span class="publication-sourceOfData">Scopus</span> </div> <div class="lastModified">Utolsó módosítás: 2020.12.22. 13:38 Szuper Admin (admin) </div> </div> </div>