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Non-Local Fractional Differential-Based Approach for Image Enhancement

机译:基于非局部分数阶微分的图像增强方法

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摘要

This study proposed an image enhancing method which is based on the non-local fractional order differential operator. In this method, a matrix form representation of discrete fractional order differentiation is introduced to enhance the digital image, which is effective to reduce the computation error caused by the traditional local approximate method of the fractional order differentiation. The proposed enhancing method is able to make effective use of the whole image information and improve the enhancing performance of the image enhancing algorithm based on the local mask. The color image enhancing strategy based on the non-local fractional differential also is given. A lot of experiments demonstrate that the proposed method is capable of enhancing gray and color image effectively.
机译:本研究提出了一种基于非局部分数阶微分算子的图像增强方法。在这种方法中,引入了离散分数阶微分的矩阵形式表示以增强数字图像,这有效地减少了由传统的分数阶微分的局部近似方法引起的计算误差。所提出的增强方法能够有效利用整个图像信息,并提高基于局部掩模的图像增强算法的增强性能。给出了基于非局部分数微分的彩色图像增强策略。大量实验表明,该方法能够有效地增强灰度和彩色图像。

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