Non-uniform decimation-free directional filter bank using histogram analysis for image enhancement

N. Jawas, A. Arifin, Arya Yudhi Wijaya, A. Yuniarti, Wijayanti Nurul Khotimah
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引用次数: 3

Abstract

Directional Filter Banks (DFB) is a method for directional decomposition. It has been used in image enhancement procedure that involved image with many edges. The design of Decimation-Free Directional Filter Bank (DDFB) is made to give a better result for enhancement. However, the design cannot give an adaptive directional decomposition based on input image. In this paper, we proposed a Non-Uniform Decimation-Free Directional Filter Bank (NUDDFB) using Histogram Analysis for Image Enhancement. NUDDFB can build an adaptive directional filter depends on the input image. The result shows that NUDDFB can separate each directional image better than DDFB. The use of this method in image enhancement helps to retain the image from over enhancement.
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非均匀无抽取方向滤波器组使用直方图分析图像增强
方向滤波器组(DFB)是一种方向分解方法。该方法已用于多边缘图像的增强处理。为了获得更好的增强效果,设计了无抽取方向滤波器组(DDFB)。然而,该设计不能给出基于输入图像的自适应方向分解。本文提出了一种利用直方图分析进行图像增强的非均匀无抽取方向滤波器组(NUDDFB)。NUDDFB可以根据输入图像构建自适应方向滤波器。结果表明,与DDFB相比,NUDDFB能更好地分离各方向图像。在图像增强中使用该方法可以防止图像被过度增强。
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