A Survey on CUDA

Provided by: International Journal of Computing Science and Information Technology (IJCSIT)
Topic: Hardware
Format: PDF
A major challenge in image processing is to attain high precision and real -time performance which is difficult to achieve even with most powerful CPU. CUDA has eliminated the bottleneck of large execution time by processing a digital image parallel rather than sequentially. In this paper, the authors critically analyzed various parallel computing techniques used in digital image processing and also covered CUDA framework overview, its working and its comparison with other two parallel computing techniques direct compute and OpenCL.

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