FPGA-Based Processor Acceleration for Image Processing Applications
نویسندگان
چکیده
منابع مشابه
FPGA Based Acceleration for Image Processing Applications
Image processing is considered to be one of the most rapidly evolving areas of information technology, with growing applications in all fields of knowledge. It constitutes a core area of research within the computer science and engineering disciplines given the interest of potential applications ranging from image enhancing, to automatic image understanding, robotics and computer vision. The pe...
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This paper is concerned with a substantial speed up of image processing methods on 2D and 3D images making use of modern FPGA (Field Programmable Gate Array) technology. The applications of this class of methods ranges from 2D and 3D image denoising and restoration, segmentation, morphological shape recovery and matching to vector field visualization and simulation. The described demonstrator i...
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This paper describes a performance evaluation of ImageProcessing applications on FPGA-based coprocessors that are part of general-purpose computers. Our experiments show that the maximum speed-up depends on the amount of data processed by the coprocessor. Taking images with 256 x 256 pixels, a moderate FPGA capacity of 10E+5 CLBs provides two orders of magnitude of performance improvement over ...
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ژورنال
عنوان ژورنال: Journal of Imaging
سال: 2019
ISSN: 2313-433X
DOI: 10.3390/jimaging5010016