An Effective Contrast Enhancement Approach for Wide Dynamic Range Image

Xiongwei Sun, Xiong Wei, Qinshan Xu, Cheng Zhang
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Abstract

Wide dynamic range image enhancement plays an important role in image processing applications. This study presents a low-complexity automatic method for wide range image contrast enhancement. According to a large number of experimental results that a narrow range image enhancement problem can be described easily by Gaussian curve. In this paper, we divide wide dynamic range image into regular cells and then applying an optimized image remapping method based on contrast gain redistribution function groups. By improving the bilinear fusion method between cells and simplifying the mean and variance of the contrast gain redistribution function, the algorithm complexity is reduced significantly and the whole process is fully automatic. Experiments show that the presented method enhances the visual effect of the wide dynamic range image effectively and fast, making it suitable for real-time applications.
一种有效的宽动态范围图像对比度增强方法
宽动态范围图像增强在图像处理应用中起着重要作用。提出了一种低复杂度的大范围图像对比度自动增强方法。大量的实验结果表明,用高斯曲线可以很容易地描述窄范围图像增强问题。本文首先将宽动态范围图像划分为规则单元,然后应用基于对比度增益重分配函数群的优化图像重映射方法。通过改进单元间双线性融合方法,简化对比度增益再分配函数的均值和方差,大大降低了算法复杂度,实现了整个过程的全自动。实验表明,该方法有效、快速地增强了大动态范围图像的视觉效果,适合于实时应用。
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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