Motion Detection, Labeling, Data Association And Tracking, in Real-Time on RISC Computer
ICIAP '99 Proceedings of the 10th International Conference on Image Analysis and Processing
Implementing Motion Markov Detection on General Purpose Processor and Associative Mesh
CAMP '05 Proceedings of the Seventh International Workshop on Computer Architecture for Machine Perception
Integrated Motion Detection and Tracking for Visual Surveillance
ICVS '06 Proceedings of the Fourth IEEE International Conference on Computer Vision Systems
A new motion detection algorithm based on Σ-Δ background estimation
Pattern Recognition Letters
A Background Reconstruction Method Based on Double-background
ICIG '07 Proceedings of the Fourth International Conference on Image and Graphics
An iterative image registration technique with an application to stereo vision
IJCAI'81 Proceedings of the 7th international joint conference on Artificial intelligence - Volume 2
A survey on visual surveillance of object motion and behaviors
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
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As to reduce processing load for video surveillance embedded systems, three low-level motion detection algorithms to be implemented on an analog CMOS image sensor are presented. Allowing on-chip segmentation of moving targets, these algorithms are both robust and compliant to various environments while being power efficient. They feature different trade-offs between detection performance and number of a priori choices. Detailed processing steps are presented for each of these algorithms and a comparative study is proposed with respect to some reference algorithms. Depending on the application, the best algorithm choice is then discussed.