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A New Spatial Filtering Based Image Difference Metric Based on Hue Angle Weighting

机译:基于色相角加权的基于空间滤波的图像差异度量

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摘要

Color image difference metrics have been proposed to find differences between an original image and a reproduction. One of these metrics is the hue angle algorithm proposed by Hong and Luo in 2002. This metric does not take into account the spatial properties of the human visual system, and it could therefore miscalculate the differences between the original and the reproduction. In this article we propose a new color image difference metric based on the hue angle algorithm that takes into account the spatial properties of the human visual system. The proposed metric, the Spatial Hue Angle Metric, has been subjected to extensive testing. The results show improvement in pertormance compared to the original metric proposed by Hong and Luo, and improvement over or similar pertormance to traditional metrics, such as the Structural Similarity Metric and Spatial-CIELAB.
机译:已经提出了彩色图像差异度量以发现原始图像和复制品之间的差异。这些度量标准之一是Hong和Luo在2002年提出的色相角算法。该度量标准没有考虑到人类视觉系统的空间特性,因此可能会错误地计算原始图像与复制图像之间的差异。在本文中,我们提出了一种基于色相角算法的新彩色图像差异度量,该度量考虑了人类视觉系统的空间特性。提议的度量标准,空间色相角度度量标准,已经过广泛的测试。结果表明,与Hong和Luo提出的原始度量相比,性能有所改善,并且与传统度量(例如结构相似度量和Spatial-CIELAB)相比,性能得到了改善或类似。

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  • 来源
    《Journal of Imaging Science and Technology》 |2012年第5期|050501.1-050501.12|共12页
  • 作者单位

    Norwegian Color and Visual Computing Laboratory, Gjovik University College, P.O. Box 191, N-2802 Gjovik, Norway;

    Norwegian Color and Visual Computing Laboratory, Gjovik University College, P.O. Box 191, N-2802 Gjovik, Norway;

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