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A Study on the Improvement of Retrieval Efficiency Based on the CRFMD

  • Journal of the Korean Society for Information Management
  • Abbr : JKOSIM
  • 2006, 23(3), pp.5~22
  • DOI : 10.3743/KOSIM.2006.23.3.005
  • Publisher : 한국정보관리학회
  • Research Area : Interdisciplinary Studies > Library and Information Science
  • Received : August 7, 2006
  • Accepted : September 20, 2006
  • Published : September 30, 2006

Il-Jong Park 1 Ki Tai Jeong 2

1계명대학교
2Lane College

Accredited

ABSTRACT

In recent years, theories of image and sound analysis have been proposed to work with text retrieval systems and have progressed quickly with the rapid progress in data processing speeds. This study proposes a common representation format for multimedia documents (CRFMD) composed of both images and text to form a single data structure. It also shows that image classification of a given test set is dramatically improved when text features are encoded together with image features. CRFMD might be applicable to other areas of multimedia document retrieval and processing, such as medical image retrieval, World Wide Web searching, and museum collection retrieval.

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