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25 May 2018

Attention to Authors

 

The Volume 2, Number 1, May 2018 issue of IJARCE has been published and hardcopies have been sent to authors. Notice that, arrival process of the hardcopies, to your addresses, will takes between 20 to 30 days depending on your country of origin.

 

29 November 2016

Attention to Authors

The Volume 1, Number 2, November 2016 issue of IJARCE has been published and hardcopies have been sent to authors. Notice that, arrival process of the hardcopies, to your addresses, will takes between 12 to 30 days depending on your country of origin.

 

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Detection of Normal and Abnormal Human Activities for Video Surveillance

Artical 22 ; volume2 ; number1 ; Page: 40-45 ; PDF Download

Authors

Amir Karbalaei Hassan

Department of Computer Engineering, Urmia Branch, Islamic Azad University, Urmia, Iran.

Abstract

As the number of users of surveillance cameras increased in public places, the need was felt that the camera automatically recognize normal and abnormal activities were to quickly achieve higher detection and diagnosis without fatigue and human error can notify the protective forces. For this purpose, we introduce an integrated descriptor where the background and foreground information simultaneously apply Fourier transform to extract the information, we do feature extraction using Gabor filter to reduce the dimensions of a space and feature selection Maximum Relevance Minimum Redundancy (MRMR) use and the training and support vector machine classifier will recognize the activity. The advantages of this approach are the property of not separating foreground from background to meet the needs of Arbitration in Sport games as well and the use of classifiers using feature selection step and the speed and accuracy MRMR to reduce the dimensions noted.

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