The KIPS Transactions:PartB (정보처리학회논문지B)

Korea Information Processing Society (한국정보처리학회)
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A method of describing and retrieving a sequence of moving object using Shape Variation Map

모양 변화 축적도를 이용한 움직이는 객체의 표현 및 검색 방법

  • 최민석 (한양대학교 대학원 전자공학과) ;
  • 김회율 (한양대학교 전자공학과)
  • Published : 2004.02.01
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Abstract

Motion Information in a video clip often plays an important role in characterizing the content of the clip. A number of methods have been developed to analyze and retrieve video contents using motion information. However, most of these methods focused more on the analysis of direction or trajectory of motion but less on the analysis of the movement of an object. In this paper, we introduce the shape variation descriptor for describing shape variation caused by object movement along time, and propose a method to describe and retrieve the shape variation of the object using shape variation map. The experimental results shows that the proposed method performed much better than the previous method by l1％ and is very effective for describing the shape variation which is applicable to semantic retrieval applications.

동영상에서 움직임 정보는 동$.$영상의 내용을 표현하는데 중요한 역할을 한다. 따라서 움직임 정보론 이용하여 동영상의 내용을 분석하고 검색하는 방법들이 다양하게 제안되고 있다. 지금까지의 움직임 정보에 관한 연구는 움직이는 동작의 분석보다는 단순한 움직임의 방향이나 궤적의 분석에 치중되고 있다. 본 논문에서는 객체의 동작을 분석하기 위한 방법으로 움직임에 의한 모양 변화를 표현하는 모양 변화 기술자(descriptor)를 소개하고, 모양 변화 축적도(shape variation map)를 이용한 모양 변화 표현방법을 제안한다. 실험을 통하여 제안된 방법이 기존의 방법에 비하여 검색 효율측면에서 11%의 성능향상을 보였으며, 제안된 방법이 객체의 움직임에 의한 모양 변화를 효과적으로 표현하며, 인지적 관점의 움직임 검색에 이용 가능함을 보였다.

Keywords

References

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