Intelligent video surveillance with abandoned object detection and multiple pedestrian counting

Taekyung Kim; Joonki Paik

doi:10.1117/12.838761

27 January 2010 Intelligent video surveillance with abandoned object detection and multiple pedestrian counting

Taekyung Kim, Joonki Paik

Proceedings Volume 7542, Multimedia on Mobile Devices 2010; 75420K (2010) https://doi.org/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.

Citation Download Citation

Taekyung Kim and Joonki Paik "Intelligent video surveillance with abandoned object detection and multiple pedestrian counting", Proc. SPIE 7542, Multimedia on Mobile Devices 2010, 75420K (27 January 2010); https://doi.org/10.1117/12.838761

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