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Color Demosaicing Using Asymmetric Directional Interpolation and Hue Vector Smoothing

机译:使用非对称方向插值和色相矢量平滑进行颜色去马赛克

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摘要

This paper presents a color demosaicing method applied to the Bayer pattern color filter array (CFA). Reliable estimation of an edge direction, edge-directed asymmetric interpolation, and the use of color samples at immediate neighbors are considered as the key guidelines for smooth and sharp image restoration. Also, special interest is directed to local areas that are rich in high spatial frequency variations. For suppression of false colors likely to occur in those areas, a hue vector representation is introduced so that the spatial correlation between different color components may be exploited in consistent with the local constant-hue principle. Smoothing is repeated in the hue vector field a few times. Experimental results have shown preferable performances in terms of PSNR, CIELAB color difference, hue angle difference, CIE chromaticity and visual appearance, in particular resulting in less false colors.
机译:本文提出了一种应用于拜耳图案彩色滤光片阵列(CFA)的彩色去马赛克方法。边缘方向的可靠估计、边缘定向的非对称插值以及在紧邻位置使用颜色样本被认为是平滑和清晰图像恢复的关键准则。此外,还特别关注具有丰富高空间频率变化的局部区域。为了抑制这些区域可能发生的伪色,引入了色相矢量表示,以便可以根据局部恒定色相原理利用不同颜色成分之间的空间相关性。平滑在色相矢量场中重复几次。实验结果表明,在PSNR、CIELAB色差、色相角差、CIE色度和视觉外观方面具有较好的性能,特别是假色较少。

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