May 2019
Intermediate to advanced
452 pages
12h 16m
English
Content preview from Hands-On GPU Computing with Python
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Security
The following research paper is discussed in this section: Real-time multi-camera video analytics system on GPU, P Guler, D Emeksiz, A Temizel, M Teke, T T Temizel (2013), Journal of Real-Time Image Processing, 11(3), 457-472. doi:10.1007/s11554-013-0337-2.
Parallel implementation of a real-time intelligent video surveillance system on GPUs is described here. The system is based on background subtraction and composed of the following:
- Motion detection
- Camera sabotage detection (the camera could be moved, out of focus, or covered)
- Abandoned object detection
- Object-tracking algorithms
As the algorithms have different characteristics, their GPU implementations have different speed up rates. When all the algorithms run at the same ...
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