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感知优化颜色查找表

Perceptually Optimizing Color Look-up Tables.

作者信息

Reinhard Johann, Urban Philipp

出版信息

IEEE Trans Image Process. 2023;32:403-414. doi: 10.1109/TIP.2022.3228498. Epub 2022 Dec 28.

Abstract

The quality of ICC profiles with embedded look-up tables (LUTs) depends on multiple factors: 1. the accuracy of the optical printer model, 2. the exploitation of the available gamut combined with the quality of the gamut mapping approach encoded in the B2A-LUTs (backwards LUTs) and 3. the tonal smoothness as well color accuracy of the backwards LUTs. It can be shown that optimizing the smoothness of the LUTs comes at the expense of color accuracy and requires gamut reduction because of internal tonal edges. We present a method to optimize backwards LUTs of existing ICC profiles w.r.t accuracy, smoothness, gamut exploitation and mapping, which can be extended beyond color, e.g. to joint color and translucency backward LUTs. The approach is based on a perceptual difference metric that is used to optimize the LUT's tonal smoothness constrained to preserve both the accuracy of and the relationship between colors.

摘要

带有嵌入式查找表(LUT)的ICC配置文件的质量取决于多个因素:1. 光学打印机模型的准确性;2. 可用色域的利用情况,以及B2A-LUT(反向查找表)中编码的色域映射方法的质量;3. 反向查找表的色调平滑度以及色彩准确性。可以证明,优化查找表的平滑度是以色彩准确性为代价的,并且由于内部色调边缘而需要缩小色域。我们提出了一种方法,用于针对准确性、平滑度、色域利用和映射来优化现有ICC配置文件的反向查找表,该方法可以扩展到颜色之外,例如扩展到联合颜色和半透明反向查找表。该方法基于一种感知差异度量,用于在保持颜色准确性和颜色之间关系的约束下优化查找表的色调平滑度。

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