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An interactive paper and digital pen interface for query-by-sketch image retrieval

Kreuzer, Roman and Springmann, Michael and Al Kabary, Ihab and Schuldt, Heiko. (2012) An interactive paper and digital pen interface for query-by-sketch image retrieval. In: Advances in information retrieval. Berlin, pp. 317-328.

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Official URL: http://edoc.unibas.ch/dok/A6043848

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Abstract

A major challenge when dealing with large collections of digital images is to find relevant objects, especially when no metadata on the objects is available. Content-based image retrieval (CBIR) addresses this problem but usually lacks query images that are good enough to express the user's information need. Therefore, in Query-by-Sketch, CBIR has been considered with user provided sketches as query objects { but so far, this has suered from the limitations of existing user interfaces. In this paper, we present a novel user  interface for query by sketch that exploits emergent interactive paper and digital pen technology. Users can draw sketches on paper in a user-friendly way. Search can be started interactively from the paper front-end, due to a streaming interface from the digital pen to the underlying CBIR system. We present the implementation of the interactive paper/digital pen interface on top of QbS, our system for CBIR using sketches, and we present in detail the evaluation of the system on the basis of the MIRFLICKR-25000 image collection.
Faculties and Departments:05 Faculty of Science > Departement Mathematik und Informatik > Informatik > Datenbanken (Schuldt)
UniBasel Contributors:Schuldt, Heiko and Springmann, Michael and El-Kabary, Ihab
Item Type:Conference or Workshop Item, refereed
Conference or workshop item Subtype:Conference Paper
Bibsysno:Link to catalogue
Publisher:Springer
ISBN:978-3-642-28997-2 (E-Book) ; 978-3-642-28996-5 (Print)
Series Name:Lecture Notes in Computer Science
Issue Number:7224
Note:Publication type according to Uni Basel Research Database: Conference paper
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Last Modified:24 May 2013 09:15
Deposited On:26 Apr 2013 06:52

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