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http://dx.doi.org/10.5909/JEB.2011.16.3.462

Real Time Abandoned and Removed Objects Detection System  

Jeong, Cheol-Jun (Hitron Systems. Co., Ltd.)
Ahn, Tae-Ki (Korea Railroad Research Institute)
Park, Jong-Hwa (Hitron Systems. Co., Ltd.)
Park, Goo-Man (Seoul National University of Science and Technology, Dept. of. Media Engineering)
Publication Information
Journal of Broadcast Engineering / v.16, no.3, 2011 , pp. 462-470 More about this Journal
Abstract
We proposed a realtime object tracking system that detects the abandoned or disappeared objects. Because these events are caused by human, we used the tracking based algorithm. After the background subtraction by Gaussian mixture model, the shadow removal is applied for accurate object detection. The static object is classified as either of abandoned objects or disappeared object. We assigned monitoring time to the static object to overcome a situation that it is being overlapped by other object. We obtained more accurate detection by using region growing method. We implemented our algorithm by DSP processor and obtained an excellent result throughout the experiment.
Keywords
Intelligent Surveillance System; Abandoned Object; Removed Object; Object Detection;
Citations & Related Records
Times Cited By KSCI : 1  (Citation Analysis)
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