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  • P-ISSN1013-0799
  • E-ISSN2586-2073

데이터 융합을 이용한 내용기반 이미지 검색에 관한 연구

Content-based Image Retrieval Using Data Fusion Strategy

정보관리학회지, (P)1013-0799; (E)2586-2073
2008, v.25 no.2, pp.49-68
https://doi.org/10.3743/KOSIM.2008.25.2.049
백우진 (건국대학교)
Sun-Eun Jung (Konkuk U)
Euigun Ahn (Yonsei U)
김기용 (건국대학교)
신문선 (건국대학교)

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Abstract

In many information retrieval experiments, the data fusion techniques have been used to achieve higher effectiveness in comparison to the single evidence-based retrieval. However, there had not been many image retrieval studies using the data fusion techniques especially in combining retrieval results based on multiple retrieval methods. In this paper, we describe how the image retrieval effectiveness can be improved by combining two sets of the retrieval results using the Sobel operator-based edge detection and the Self Organizing Map(SOM) algorithms. We used the clip art images from a commercial collection to develop a test data set. The main advantage of using this type of the data set was the clear cut relevance judgment, which did not require any human interven- tion.

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정보관리학회지