Journal of the Semiconductor & Display Technology (반도체디스플레이기술학회지)

The Korean Society Of Semiconductor & Display Technology (한국반도체디스플레이기술학회)
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Content-based Image Retrieval using Spatial-Color and Gabor Texture on A Mobile Device

모바일 디바이스상에서 공간-칼라와 가버 질감을 이용한 내용-기반 영상 검색

  • 이용환 (극동대학교 스마트모바일학과) ;
  • 이준환 (극동대학교 스마트모바일학과) ;
  • 조한진 (극동대학교 스마트모바일학과) ;
  • 권오진 (세종대학교 전자공학과) ;
  • 김영섭 (단국대학교 전자공학과)
  • Received : 2014.12.05
  • Accepted : 2014.12.22
  • Published : 2014.12.31
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Abstract

Mobile image retrieval is one of the most exciting and fastest growing research fields in the area of multimedia technology. As the amount of digital contents continues to grow users are experiencing increasing difficulty in finding specific images in their image libraries. This paper proposes a new efficient and effective mobile image retrieval method that applies a weighted combination of color and texture utilizing spatial-color and second order statistics. The system for mobile image searches runs in real-time on an iPhone and can easily be used to find a specific image. To evaluate the performance of the new method, we assessed the iPhone simulations performance in terms of average precision and recall using several image databases and compare the results with those obtained using existing methods. Experimental trials revealed that the proposed descriptor exhibited a significant improvement of over 13% in retrieval effectiveness, compared to the best of the other descriptors.

Keywords

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