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ACCELERATE THE COLORIZATION OF GRAYSCALE VIDEO BASED ON CUDA

机译:加速基于CUDA的灰度视频的彩色化

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Among the conventional algorithms of colorization, color transfer algorithm is the most common one. However, the traversal matching of each pixel is inevitable in the case of target color image.Though existing some improved methods of color correlation based, they make little sense on large resolution images and grayscale video rendering.This paper focuses on the use of CUDA, GPU general parallel computing platform, which is rapidly developed in recent years, accelerating colorization and adopting Secondary Coloring method to eliminate the effects of noise.The experimental results imply better acceleration.
机译:在常规的着色算法中,颜色转移算法是最常见的一种。然而,在目标彩色图像的情况下,每个像素的遍历匹配是不可避免的。尽管已有一些基于颜色相关性的改进方法,但它们在高分辨率图像和灰度视频渲染上没有多大意义。近年来发展迅速的GPU通用并行计算平台,加快了着色速度,并采用Secondary Coloring方法消除了噪声的影响,实验结果表明加速效果更好。

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