一种高性能交替投影图像去马赛克硬件

Hasan Azgin, Serkan Yaliman, Ilker Hamzaoglu
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引用次数: 5

摘要

由于每个像素捕获三个颜色通道(红、绿、蓝)增加了数码相机的成本,大多数数码相机使用单个图像传感器每个像素只捕获一个颜色通道。图像在被图像传感器捕获之前通过彩色滤光片阵列。去马赛克是利用可用的相邻像素重建彩色滤波图像中缺失的颜色通道的过程。交替投影(AP)算法是目前图像去马赛克质量最高的算法之一,但其计算复杂度非常高。为此,本文提出了一种高性能的AP图像去马赛克硬件。这是文献中第一个AP图像去马赛克硬件。提出的硬件是使用Verilog HDL实现的。验证了Verilog RTL代码在Xilinx Virtex 6 FPGA中正确工作。FPGA实现可以每秒处理31张全高清(1920×1080)图像。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A high performance alternating projections image demosaicing hardware
Since capturing three color channels (red, green, and blue) per pixel increases the cost of digital cameras, most digital cameras capture only one color channel per pixel using a single image sensor. The images pass through a color filter array before being captured by the image sensor. Demosaicing is the process of reconstructing the missing color channels of the pixels in the color filtered image using their available neighboring pixels. Alternating Projections (AP) is one of the highest quality image demosaicing algorithms, and it has very high computational complexity. Therefore, in this paper, a high performance AP image demosaicing hardware is proposed. This is the first AP image demosaicing hardware in the literature. The proposed hardware is implemented using Verilog HDL. The Verilog RTL code is verified to work correctly in a Xilinx Virtex 6 FPGA. The FPGA implementation can process 31 full HD (1920×1080) images per second.
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