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Design of a color image processing algorithm using online arithmetic modules

机译:使用在线算术模块设计彩色图像处理算法

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A new class of nonlinear filters for color image processing was proposed by Lucchese and Mitra. This type of color filter processes the chromatic component of images encoded in the International Commission on Illumination (CIE) u'v' color space. Images processed by this filter do not show color shifts near edges between regions with different intensities. The filter uses linear convolution operations internally and is effective and efficient for denoising and regularizing color images. Image processing systems are computationally intensive and usually require a large amount of area in order to reach desirable levels of performance. The use of on-line arithmetic can decrease the area of the hardware implementation and still maintain a reasonable throughput. This work presents the design of the color filter as a network of on-line arithmetic modules. The network topology and some detail of each arithmetic module are provided. The final implementation targets FPGAs and it is compared in terms of area against an estimate of a conventional design. The throughput of this solution is capable of supporting real-time processing of common image formats.
机译:通过Lucchese和Mitra提出了一种用于彩色图像处理的新类非线性过滤器。这种类型的滤色器处理在国际照明委员会(CIE)U'V'颜色空间中编码的图像的色组分。由此过滤器处理的图像不显示具有不同强度的区域之间的边缘附近的颜色。该过滤器在内部使用线性卷积操作,并对去噪和正规化彩色图像有效和有效。图像处理系统是计算密集的,通常需要大量区域,以达到所需的性能水平。在线算术的使用可以减少硬件实现的区域,仍然保持合理的吞吐量。这项工作介绍了滤色器的设计作为在线算术模块的网络。提供了网络拓扑和每个算术模块的一些细节。最终实施目标FPGA和它在针对常规设计的估计的情况下比较。该解决方案的吞吐量能够支持常用图像格式的实时处理。

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