디지털융복합연구 (Journal of Digital Convergence)

  • 제12권6호
  • /
  • Pages.237-243
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  • 2014
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  • 2713-6434(pISSN)
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  • 2713-6442(eISSN)
한국디지털정책학회 (The Society of Digital Policy and Management)
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모바일 플랫폼에서 다중 특징 기반의 이미지 검색

Image Retrieval using Multiple Features on Mobile Platform

  • 이용환 (극동대학교 스마트모바일학과) ;
  • 조한진 (극동대학교 스마트모바일학과) ;
  • 이준환 (극동대학교 스마트모바일학과)
  • 투고 : 2014.03.04
  • 심사 : 2014.06.20
  • 발행 : 2014.06.28
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초록

본 논문에서는 다양한 검색 환경과 모바일 디바이스의 센서 정보를 활용한 모바일 이미지 검색 방법을 제안하고 안드로이드 플랫폼에서 구동하는 검색 시스템을 구현하였다. 설계 개발 시스템은 JPEG 이미지를 대상으로 산업계 표준 메타데이터인 EXIF 속성과 시각적 특징을 결합한 새로운 검색 기술자이며, 검색을 위한 특징 추출 및 유사도 평가 알고리즘을 모바일 환경에 최적화한 이미지 검색 모듈이다. 실험을 통해, 대용량 이미지 데이터셋을 대상으로 안드로이드 폰에서 효율적인 이미지 검색을 수행하였음을 보였다.

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.

키워드

참고문헌

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