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Proceedings Paper

Enhanced optical tracking
Author(s): Tracy McSheery
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Paper Abstract

Enhanced tracking is accomplished by increasing the resolution, frame rate and processing capabilities in tracking dynamic regions of interest for vision applications. In many proven algorithms, the ability to distinguish an object and track it is dependent on the system performance in more than one attribute. We have conducted studies on proven techniques such as Active Appearance Models, Principle Component Analysis and Eigen tracking. All perform better as the camera resolution increases, and camera frame rate increases. Additional opportunities have been observed by combining these techniques, taking advantage of Multicore CPUs, and GPU graphic card processing. Results from an 8 Megapixel commercial sensor combined with a Field Programmable Gate array are presented, and algorithm performance compared with down scaled images of the same scenes, and simulated typical 30 hertz frame rates verses the 120 hertz to 300 hertz typical of this smart camera.

Paper Details

Date Published: 15 April 2008
PDF: 10 pages
Proc. SPIE 6957, Enhanced and Synthetic Vision 2008, 69570A (15 April 2008); doi: 10.1117/12.779441
Show Author Affiliations
Tracy McSheery, PhaseSpace (United States)


Published in SPIE Proceedings Vol. 6957:
Enhanced and Synthetic Vision 2008
Jeff J. Güell; Maarten Uijt de Haag, Editor(s)

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