Local Binary Pattern Based Texture Analysis in Real Time using a Graphics Processing Unit (long version)
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چکیده
This paper presents a novel implementation of the “Local Binary Pattern” (LBP) texture analysis operator on a consumer-grade graphical processing unit (GPU), which yields a 14 to 18-fold run time reduction compared to standard CPU implementations. The obtained result allows the application of this powerful texture analysis method for tasks requiring both high resolution and real time performance, such as mobile outdoor robotics or industrial inspection, without the need for specialized and thus costly hardware components.
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تاریخ انتشار 2008