Detection algorithm of unattended package in surveillance sequence based on spatial-temporal accumulative frame difference pictures

Detecting unattended packages in scenes has several applications in video surveillance. This paper proposed an algorithm for automatically detecting unattended packages in surveillance video. This paper proposed an algorithm for automatically detecting unattended packages in surveillance video using information available in the special-temporal accumulative difference picture. The proposed algorithm is able to detect abandoned objects in the surveyed environment and then to alert a human operator whenever a dangerous situation is recognized. The algorithm can handle situations where the background of the scene is cluttered and not completely static but contains small motions such as tree branches and bushes. The experimental results show that the algorithm is able to identify static objects in real video sequences in real time and it is very promising.

[1]  Carlo S. Regazzoni,et al.  Real-time video-shot detection for scene surveillance applications , 2000, IEEE Trans. Image Process..

[2]  Wei Tsang Ooi,et al.  Detecting Static Objects in Busy Scenes , 1999 .

[3]  Larry S. Davis,et al.  A One-Threshold Algorithm for Detecting Abandoned Packages Under Severe Occlusions Using a Single Camera , 2006 .

[4]  Jian Zhang,et al.  A Knowledge-Based Approach for Detecting Unattended Packages in Surveillance Video , 2006, 2006 IEEE International Conference on Video and Signal Based Surveillance.

[5]  Rita Cucchiara,et al.  Detecting Moving Objects, Ghosts, and Shadows in Video Streams , 2003, IEEE Trans. Pattern Anal. Mach. Intell..

[6]  Carlo S. Regazzoni,et al.  A distributed surveillance system for detection of abandoned objects in unmanned railway environments , 2000, IEEE Trans. Veh. Technol..

[7]  Michael D. Beynon,et al.  Detecting abandoned packages in a multi-camera video surveillance system , 2003, Proceedings of the IEEE Conference on Advanced Video and Signal Based Surveillance, 2003..

[8]  Tiziana D'Orazio,et al.  An Abandoned/Removed Objects Detection Algorithm and Its Evaluation on PETS Datasets , 2006, 2006 IEEE International Conference on Video and Signal Based Surveillance.

[9]  Carlo S. Regazzoni,et al.  Classification of Unattended and Stolen Objects in Video-Surveillance System , 2006, 2006 IEEE International Conference on Video and Signal Based Surveillance.