Japanese / English


論文の言語 英語
著者 Martin Klinkigt and Koichi Kise and Andreas Dengel
論文名 Generic and Specific Object Recognition for Semantic Retrieval of Images
論文誌名 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems
Vol. 6881
ページ pp.397-406
出版社 Springer LNCS
年月 2011年9月
要約 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.