상세정보
학술대회
Object Retrieval Scheme Using Color Features in Surveillance System
- 발행일
- 201309
- 출처
- International Conference on Future Information Technology (FutureTech) 2013 (LNEE 276), v.276, pp.99-106
- 협약과제
- 12VG1300, 모바일 단말의 비인가 접근 차단 및 안전한 운영환경 보장을 위한 EAL 4급 군사용 융합 보안 솔루션 개발, 김정녀
- 초록
- In this paper, we have described the object retrieval scheme based on color for video surveillance that is influenced by the different light changes and overlapping/non-overlapping view cameras setting. The proposed video retrieval scheme separates object into top and bottom, and extracted dominant colors from each region. Each dominant color includes hue, saturation, value in HSV space and proportion of hue color. In addition, it uses the various threshold values and pre-defined weights based on the experiment and processes the similarity measurement to order the search results. Therefore, our retrieval scheme provides the delicateness and the robustness in varying surveillance environmental conditions. As well, it can be applied in real-time surveillance system. © 2014 Springer-Verlag.
- KSP 제안 키워드
- Color features, Dominant Colors, HSV Space, Non-overlapping views, Object retrieval, Real-Time, Search results, Similarity Measurement, Surveillance system, Threshold Value, Video retrieval