28 January 2010 Intelligent video surveillance with abandoned object detection and multiple pedestrian counting
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Proceedings Volume 7542, Multimedia on Mobile Devices 2010; 75420K (2010); doi: 10.1117/12.838761
Event: IS&T/SPIE Electronic Imaging, 2010, San Jose, California, United States
Abstract
We present a novel intelligent video surveillance system with efficient detection of abandoned objects and counting number of pedestrians. In the proposed algorithm the adaptively generated background enables to solve problems of illumination change and occlusions. After building the adaptive background model, the counting procedure starts to augment number of detected objects. Experimental results show that the proposed system outperforms existing abandoned object detection and pedestrian counting methods.
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Taekyung Kim, Joonki Paik, "Intelligent video surveillance with abandoned object detection and multiple pedestrian counting", Proc. SPIE 7542, Multimedia on Mobile Devices 2010, 75420K (28 January 2010); doi: 10.1117/12.838761; http://dx.doi.org/10.1117/12.838761
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KEYWORDS
Video surveillance

Intelligence systems

Video

Positron emission tomography

Image segmentation

Imaging systems

Detection and tracking algorithms

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