Pictures Histogram Accelerating based on CUDA

Last updated on Nov 5, 2020

Pictures Histogram Accelerating based on CUDA

Implemented a histogram equalization algorithm based on CUDA, where the benchmark of GPU was Nvidia Kepler 10. To optimize, I downsampled 16 pixels (144 bits) as a block to the kernel at a time, which was a tradeoff between accuracy and efficiency. Also, I pinned-memory on the host side and optimized the blocks with a one-dimensional block design.

Lower-level CUDA Parallel Computing
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Xuanhao(Eric) Zhang
Software Engineer@

Half techs combined with half arts.