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In this paper, we propose novel method for abnormal behavior detection in the video surveillance. The method constructs a normal behavior model using training samples, which makes possible application in a wide range of conditions and scenes. The method was tested in controlled and real conditions. The result shows that the method can be used to detect abnormal behavior in simple and crowded scenes.

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The neural network method of detection for FSK signals is presented. The application of constructed system to detection of MSK signals is considered. Processing of test signals by the proposed method shows its capacity for work.Index Terms-signal processing, neural networks, detection, FSK 978-1-4244-3677-4/09/$25.00 ©2009 IEEE

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