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Using PCA to detect objects in moving background
Ting Ting Li(이팅팅),Rishu Gupia(리슈),Namseok Choi(최남석),Byung-Gook Lee(이병국) 한국멀티미디어학회 2009 한국멀티미디어학회 학술발표논문집 Vol.2009 No.2
Moving object detection is a basic component of many computer vision applications. It has a critical impact on the performance of visual surveillance and intelligent transportation. This paper proposes an adaptive moving object detection approach that can deal with dynamic scenes. This approach uses PCA to describe the background model. Experimental results demonstrate that the proposed method is able to detect moving objects under various types of dynamic scenarios.