Demosaicking Algorithm Based on Accurate Edge-directed Interpolation

Yinan Wang, Rongchuan Cao, Yingzhou Guan, Xiangdong Chen, Tianliang Liu, Zhen-ming Yu
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Abstract

In this paper, we proposed a new demosaicking algorithm for imaging system based on accurate edge detection. Different from the conventional demosaicking method, the proposed method has two steps: first, using thresholding method, the geometric distribution of the local region is investigated to detect the interpolation direction; second, different interpolation methods are adopted to recover the missing color components according to the local region statistics; As compared with the latest demosaicking methods, experiments showed that the proposed algorithm provided outstanding performance in terms of both objective and subjective image qualities.
基于精确边缘插值的去马赛克算法
本文提出了一种基于精确边缘检测的图像去马赛克算法。与传统的去马赛克方法不同,该方法分为两步:首先,采用阈值分割法,研究局部区域的几何分布,检测插值方向;其次,根据局部区域统计,采用不同的插值方法恢复缺失的颜色分量;实验表明,与最新的去马赛克方法相比,该算法在客观和主观图像质量方面都有出色的表现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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