• Title/Summary/Keyword: HMMD spatial color model

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Object-based Image Retrieval for Color Query Image Detection (컬러 질의 영상 검출을 위한 객체 기반 영상 검색)

  • Baek, Young-Hyun;Moon, Sung-Ryong
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.45 no.3
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    • pp.97-102
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    • 2008
  • In this paper we propose an object-based image retrieval method using spatial color model and feature points registration method for an effective color query detection. The proposed method in other to overcome disadvantages of existing color histogram methods and then this method is use the HMMD model and rough set in order to segment and detect the wanted image parts as a real time without the user's manufacturing in the database image and query image. Here, we select candidate regions in the similarity between the query image and database image. And we use SIFT registration methods in the selected region for object retrieving. The experimental results show that the proposed method is more satisfactory detection radio than conventional method.

A Study on Face Object Detection System using spatial color model (공간적 컬러 모델을 이용한 얼굴 객체 검출 시스템 연구)

  • Baek, Deok-Soo;Byun, Oh-Sung;Baek, Young-Hyun
    • 전자공학회논문지 IE
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    • v.43 no.2
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    • pp.30-38
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    • 2006
  • This paper is used the color space distribution HMMD model presented in MPEG-7 in order to segment and detect the wanted image parts as a real time without the user's manufacturing in the video object segmentation. Here, it is applied the wavelet morphology to remove a small part that is regarded as a noise in image and a part excepting for the face image. Also, it did the optimal composition by the rough set. In this paper, tile proposed video object detection algorithm is confirmed to be superior as detecting the face object exactly than the conventional algorithm by applying those to the different size images.put the of paper here.