文献の詳細

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
査読の有無	有
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.

• BibTeX用エントリー

  @InProceedings{Dengel2011,
    author =	{Martin Klinkigt and Koichi Kise and Andreas Dengel},
    title =	{Generic and Specific Object Recognition for Semantic Retrieval of Images},
    booktitle =	{15th International Conference on Knowledge-Based and Intelligent Information \& Engineering Systems},
    year =	2011,
    month =	sep,
    volume =	{6881},
    pages =	{397--406},
    publisher =	{Springer LNCS}
  }
  
  
  

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