区间质量指标的动态范围压缩红外图像的基础上的一个色调映射矩阵

S. Rudikov, V. Tsviatkou, A. Shkadarevich
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引用次数: 0

摘要

本文提出了一种基于色调映射矩阵的红外图像动态范围压缩模型,该模型的元素将具有宽动态范围的原始图像的亮度水平与具有窄动态范围的非线性变换图像的亮度水平相关联,并根据该矩阵的形成变化表明:a)由于动态范围的压缩而导致相邻像素之间的区分丧失;B)非线性压缩失真程度;C)语调映射的歧义。在此基础上,提出了红外图像动态范围压缩质量的区间指标,用于估计动态范围所选区间的潜在分辨能力、变换后相邻像素间的实际分辨损失、非线性压缩失真程度、动态范围使用的均匀性以及色调映射的模糊性。提出的指标通过扩展评估对比度、熵、转换图像的统计自然度和色调映射的结构精度的已知指标系统,提高了评估红外图像动态范围压缩质量的准确性。
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INTERVAL QUALITY INDICATORS OF THE DYNAMIC RANGE COMPRESSION OF INFRARED IMAGES ON THE BASIS OF A TONE MAPPING MATRIX
The article proposes a dynamic range compression model for infrared (IR) images based on a tone mapping matrix, the elements of which relate the brightness levels of the original image with a wide dynamic range and the brightness levels of a non-linearly transformed image with a narrow dynamic range, and also indicate, depending on the variant of formation of this matrices on: a) loss of discrimination between adjacent pixels due to compression of the dynamic range; b) the level of non-linear compression distortions; c) ambiguity of tone mapping. Based on this model, interval indicators of the quality of compression of the dynamic range of infrared images are proposed, which allow estimating the potential distinguishing power, the real loss of discrimination between adjacent pixels after transformation, the magnitude of nonlinear compression distortions, the uniformity of the use of the dynamic range, and the ambiguity of tone mapping for the selected interval of the dynamic range. The proposed indicators improve the accuracy of assessing the quality of compression of the dynamic range of IR images by expanding the system of known indicators that evaluate the contrast, entropy, statistical naturalness of the converted images, and the structural accuracy of tone mapping.
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