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Detail of Publication

Text Language English
Authors Martin Klinkigt and Koichi Kise and Andreas Dengel
Title Generic and Specific Object Recognition for Semantic Retrieval of Images
Journal 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
Vol. 6881
Pages pp.397-406
Publisher Springer LNCS
Reviewed or not Reviewed
Month & Year September 2011
Abstract Since the availability of large digital image collections the need for a proper management of them raises. New technologies as annotations or tagging support the user by doing this task. However, this task is time-consuming and, therefore, automatic annotation systems are requested. Working outside of controlled laboratory environments this request is challenging. In this paper we propose a system automatically adapted to the user's needs, providing useful annotations. We utilize Wikipedia to learn instances and abstract classes. With an evaluation in a complex use-case and dataset we show the possibility of such an attempt and achieve practical recognition rates of 26% on specific instance and 64% on abstract class level.
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