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Image Retrieval using Multiple Features on Mobile Platform

모바일 플랫폼에서 다중 특징 기반의 이미지 검색

  • 이용환 (극동대학교 스마트모바일학과) ;
  • 조한진 (극동대학교 스마트모바일학과) ;
  • 이준환 (극동대학교 스마트모바일학과)
  • Received : 2014.03.04
  • Accepted : 2014.06.20
  • Published : 2014.06.28

Abstract

In this paper, we propose a mobile image retrieval system which utilizes the mobile device's sensor information and enables running in a variety of the environments, and implement the system on Android platform. The proposed system deals with a new image descriptor using combination of the visual feature with EXIF attributes in the target of JPEG image, and image matching algorithm which is optimized to the mobile environments. Experiments are performed on the Android platform, and the experimental results revealed that the proposed algorithm exhibits a significant improved results with large image database.

Keywords

Image Retrieval;Multi-modal based Image Search;Mobile Platform;Location-based Search;Exchangable Image File Format(EXIF);Color and Edge Directivity Descriptor(CEDD)

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