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Correction of the overexposed region in digital color image

机译:校正数字彩色图像中曝光过度的区域

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The overexposed region (OR) usually appears in the image due to the limited dynamic range of digital camera and low dynamic range display. In this paper, we present a novel overexposure correction method composed of the lightness correction and the chrominance restoration. In proposed method, the corrected lightness of the OR is obtained by minimizing a proposed energy functional with two terms; one for retaining the lightness modeled by a twodimensional Gaussian function and the other for preserving the gradients of the original lightness. In chrominance restoration, color stretching is first performed to compensate a faded color around the OR. Then, the color of the OR is recovered by propagating the stretched color of the neighboring non-overexposed region (non-OR). Experimental results demonstrate that the proposed method more effectively improves the visual quality of the overexposed image compared with the state-of-the-art methods.
机译:由于数码相机的动态范围有限且动态范围显示较低,因此曝光过度的区域(OR)通常会出现在图像中。在本文中,我们提出了一种由亮度校正和色度恢复组成的新颖的曝光校正方法。在所提出的方法中,通过用两个项最小化所提出的能量函数来获得OR的校正亮度。一个用于保留由二维高斯函数建模的亮度,另一个用于保留原始亮度的梯度。在色度恢复中,首先执行颜色拉伸以补偿OR周围的褪色。然后,通过传播相邻的非过度曝光区域(非OR)的拉伸颜色来恢复OR的颜色。实验结果表明,与最新方法相比,该方法可以更有效地改善曝光过度图像的视觉质量。

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