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Detecting abundant bag using opencv

I want to detect abundant bag in a video surveillance single camera view using opencv. I had already done some research on method and algos for same and what only , I found is :

www.ijser.org/paper/REAL-TIME-ABANDONED-BAG-DETECTION-USING-OPENCV.html

Could you help me to find out an algorithm . Should I need to pre-store the sample of bag to be detected?

Thanks in advance