Proceedings of the IEEK Conference (대한전자공학회:학술대회논문집)
- 1999.06a
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- Pages.615-618
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- 1999
Moving Object Detection and Tracking in Image Sequence with complex background
복잡한 배경을 가진 영상 시퀀스에서의 이동 물체 검지 및 추적
Abstract
In this paper, a object detection and tracking algorithm is presented which exhibits robust properties for image sequences with complex background. The proposed algorithm is composed of three parts: moving object detection, object tracking, and motion analysis. The moving object detection algorithm is implemented using a temporal median background method which is suitable for real-time applications. In the motion analysis, we propose a new technique for removing a temporal clutter, such as a swaying plant or a light reflection of a background object. In addition, we design a multiple vehicle tracking system based on Kalman filtering. Computer simulation of the proposed scheme shows its robustness for MPEG-7 test image sequences.
Keywords