방송공학회논문지 (Journal of Broadcast Engineering)

  • 제14권4호
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  • Pages.397-408
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  • 2009
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  • 1226-7953(pISSN)
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  • 2287-9137(eISSN)
한국방송∙미디어공학회 (The Korean Institute of Broadcast and Media Engineers)
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Retrieval of Identical Clothing Images Based on Non-Static Color Histogram Analysis

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  • 김구진 (경북대학교 컴퓨터공학과)
  • Choi, Yoo-Joo (Dept. of Computer Science & Application Seoul Univ. of Venture & Information) ;
  • Moon, Nam-Mee (Dept. of IT Application Hoseo Graduate School of Venture Hoseo University) ;
  • Kim, Ku-Jin (Dept. of Computer Engineering Kyungpook National University)
  • 발행 : 2009.07.30
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초록

In this paper, we present a non-static color histogram method to retrieve clothing images that are similar to a query clothing. Given clothing area, our method automatically extracts major colors by using the octree-based quantization approach[16]. Then, a color palette that is composed of the major colors is generated. The feature of each clothing, which can be either a query or a database clothing image, is represented as a color histogram based on its color palette. We define the match color bins between two possibly different color palettes, and unify the color palettes by merging or deleting some color bins if necessary. The similarity between two histograms is measured by using the weighted Euclidean distance between the match color bins, where the weight is derived from the frequency of each bin. We compare our method with previous histogram matching methods through experiments. Compared to HSV cumulative histogram-based approach, our method improves the retrieval precision by 13.7 % with less number of color bins.

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참고문헌

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