一种基于决策的自适应非线性秩序滤波器用于脉冲损坏数字图像的恢复

J. Varghese
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引用次数: 1

摘要

本文提出了一种新颖的基于决策的非线性秩序滤波算子,该算子具有多种不同的特性,可用于处理数字图像中的椒盐脉冲噪声情况,即使这些噪声消耗了95%的信号内容。滤波器通过自适应地在可接受的图像空间上移动,更有效地选择合适的脉冲恢复器,以保留清晰的细节,并以最小的块状,斑块效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A novel Adaptive class of Decision based Non-linear Rank-ordered Filters for the Restoration of Impulse corrupted digital images
The thesis presents a novel adaptive class of decision based non-linear rank-order filter operators equipped with a variety of distinct characteristics to deal salt & pepper impulse noise situations in digital images even those which consume 95% signal content. The filters more efficiently choose an appropriate impulse restorer by adaptively moving over an acceptable image space to retain sharp details with least blocky, patchy effects.
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