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Exploitation of Graphics Processor as Accelerator - OpenCL Technology

By Michal Hrubý


This work deals with the OpenCL technology and its use for the task of object detection. The introduction is devoted to description of OpenCL fundamentals, as well as basic theory of object detection. Next chapter of the work is analysis, with design proposal which takes into consideration the possibilities of OpenCL. Further, there's description of implementation of detection application and experimental evaluation of detector's performance. The last chapter summarizes the achieved results

Topics: detekce objektů; kernel; WaldBoost; graphics card; OpenCL; Local Binary Patterns; paralelní algoritmus; object detection; grafická karta; klasifikátor; parallel algorithm; classifier; AdaBoost
Publisher: Vysoké učení technické v Brně. Fakulta informačních technologií
Year: 2011
OAI identifier: oai:invenio.nusl.cz:236932
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