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Efficient implementation of Filtering-Direction-Controlled Digital TV Filter for image denoising

机译:滤波方向控制的数字电视滤波器对图像去噪的有效实现

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We propose the efficient implementation of Filtering-Direction-Controlled Digital Total-Variation Filter (FDC-DTVF) for real-time image denoising. FDC-DTVF produces a clear image compared to the conventional pixel-based denoising methods, but has not yet to be considered regarding its efficient implementation. We conduct algorithm optimization by reusing a calculated criterion that is newly introduced in FDC-DTVF, since the criterion is almost invariant in each step of the iterative process. We also conducted a software implementation so we can more efficiently use the CPU resource. The simulation results showed that our implementation achieves the real-time processing for a VGA video, while maintaining the image denoising performance.
机译:我们提出了用于实时图像降噪的滤波方向控制的数字总变化滤波器(FDC-DTVF)的有效实现。与传统的基于像素的降噪方法相比,FDC-DTVF可以产生清晰的图像,但尚未考虑其有效实现方式。我们通过重用FDC-DTVF中新引入的计算准则来进行算法优化,因为该准则在迭代过程的每个步骤中几乎都是不变的。我们还进行了软件实施,以便我们可以更有效地使用CPU资源。仿真结果表明,我们的实现实现了VGA视频的实时处理,同时保持了图像的去噪性能。

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