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Wine Label Recognition System using Image Similarity

이미지 유사도를 이용한 와인라벨 인식 시스템

  • 정종문 (전남대학교 전자컴퓨터공학부) ;
  • 양형정 (전남대학교 전자컴퓨터공학부) ;
  • 김수형 (전남대학교 전자컴퓨터공학부) ;
  • 이귀상 (전남대학교 전자컴퓨터공학부) ;
  • 김선희 (전남대학교 전자컴퓨터공학부)
  • Received : 2011.04.08
  • Accepted : 2011.05.09
  • Published : 2011.05.28

Abstract

Recently the research on the system using images taken from camera phones as input is actively conducted. This paper proposed a system that shows wine pictures which are similar to the input wine label in order. For the calculation of the similarity of images, the representative color of each cell of the image, the recognized text color, background color and distribution of feature points are used as the features. In order to calculate the difference of the colors, RGB is converted into CIE-Lab and the feature points are extracted by using Harris Corner Detection Algorithm. The weights of representative color of each cell of image, text color and background color are applied. The image similarity is calculated by normalizing the difference of color similarity and distribution of feature points. After calculating the similarity between the input image and the images in the database, the images in Database are shown in the descent order of the similarity so that the effort of users to search for similar wine labels again from the searched result is reduced.

Keywords

Content Based Image Retrieval;Wine Label;Similarity Searches;Feature Extraction

Acknowledgement

Supported by : 정보통신산업진흥원

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