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The sparse representation method is widely used in the area of abnormal crowd motion detection to accurately represent the crowd motions with high dimension features. To overcome its lack of training samples and achieve more accurate detection, a double sparse representation method with a dynamic dictionary updating process is proposed. The proposed method utilizes two sparse representation classifiers...
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