Acceleration

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Pipeline transport

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Computer engineering

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Parallel computing

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CUDA

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Classical mechanics

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Journal of Real-Time Image Processing

Denoising is an essential part of any image- or video-processing pipeline. Unfortunately, due to time-processing constraints, many pipelines do not consider the use of modern denoisers. These algorithms have only CPU implementations or suboptimal GPU implementations. We propose a new efficient GPU implementation of NL-means and BM3D, and, to our knowledge, the first GPU implementation of the video-denoising algorithm VBM3D. The performance of these implementations enable their use in real-time scenarios.

GPU acceleration of NL-means, BM3D and VBM3D