Using an adaptive neuro-fuzzy inference system-based interpolant for impulsive noise suppression from highly distorted images

Erkan Besdok; Pmar Civicioglu; Mustafa Alci

首页> 外文期刊>Fuzzy sets and systems >Using an adaptive neuro-fuzzy inference system-based interpolant for impulsive noise suppression from highly distorted images

【24h】

Using an adaptive neuro-fuzzy inference system-based interpolant for impulsive noise suppression from highly distorted images

机译：使用基于自适应神经模糊推理系统的插值法从高度失真的图像中抑制脉冲噪声

获取原文

获取原文并翻译 | 示例

掌桥外文数据库（机构版） >>

开具论文收录证明 >>

文献代查 >>

页面导航

摘要
著录项
相似文献
相关主题

摘要

A new impulsive noise (IN) suppression filter, entitled Adaptive neuro-fuzzy inference system (ANFIS)-based impulsive noise suppression Filter, which shows a high performance at the restoration of images distorted by IN, is proposed in this paper. The extensive simulation results show that the proposed filter achieves a superior performance to the other filters mentioned in this paper in the cases of being effective in noise suppression and detail preservation, especially when the noise density is very high.

机译：提出了一种基于自适应神经模糊推理系统（ANFIS）的脉冲噪声抑制滤波器，该算法在恢复因IN失真的图像上具有很高的性能。广泛的仿真结果表明，在有效抑制噪声和保留细节的情况下，特别是当噪声密度很高时，所提出的滤波器比本文中提到的其他滤波器具有更好的性能。

著录项

来源
《Fuzzy sets and systems》 |2005年第3期|p.525-543|共19页
作者
Erkan Besdok; Pmar Civicioglu; Mustafa Alci;
展开▼
作者单位

Erciyes University, Engineering Faculty, Geodesy and Photogrammetry Eng. Dept., 38039, Kayseri, Turkey;

展开▼
收录信息美国《科学引文索引》(SCI);美国《工程索引》(EI);
原文格式 PDF
正文语种 eng
中图分类模糊数学;
关键词
impulsive noise; chi-square goodness-of-fit test; DSF interpolant; ANFIS;

机译：脉冲噪声;卡方拟合优度检验;DSF插值;ANFIS;

相似文献

外文文献
中文文献
专利

1. Impulsive Noise Suppression from Highly Distorted Images with Triangular Interpolants [J] . Pinar Civicioglu, Mustafa Alci AEU: Archiv fur Elektronik und Ubertragungstechnik: Electronic and Communication . 2004,第5期

机译：具有三角形插值的高失真图像的脉冲噪声抑制
2. Using Anfis with circular polygons for impulsive noise suppression from highly distorted images [J] . E. Besdok, P. Civicioglu, M. Alci AEU: Archiv fur Elektronik und Ubertragungstechnik: Electronic and Communication . 2005,第4期

机译：将Anfis与圆形多边形配合使用可从高度失真的图像中抑制脉冲噪声
3. A new method for impulsive noise suppression from highly distorted images by using Anfis [J] . Erkan Besdok Engineering Applications of Artificial Intelligence . 2004,第5期

机译：使用Anfis抑制高失真图像的脉冲噪声的新方法
4. Using a Neuro-fuzzy Network for Impulsive Noise Suppression from Highly Distorted Images of WEB-TVs [C] . Pinar Civicioglu International Atlantic Web Intelligence Conference(AWIC 2005); 20050606-09; Lodz(PL) . 2005

机译：使用神经模糊网络从WEB-TV的高度失真图像中抑制脉冲噪声
5. Nonlinear adaptive noise cancellation for two-dimensional signals with adaptive neuro-fuzzy inference systems. [D] . Qin, Hao. 2005

机译：带有自适应神经模糊推理系统的二维信号的非线性自适应噪声消除。
6. Adaptive Neuro-Fuzzy Inference System-Based Exploration of the Interrelationships of 25-Hydroxyvitamin D Calcium Phosphorus with Parathyroid Hormone Production [O] . Iyyapu Krishna Mohan, Siraj Ahmed Khan, D. Shiva Krishna, 2020

机译：基于自适应神经模糊推理系统的25-羟基乙多氨素D钙磷甲状旁腺激素生产的相互关系探讨
7. Impulsive Noise Suppression from Images by Using Anfis Interpolant and Lillietest [O] . Erkan Beşdok 2005

机译：使用Anfis插值法和Lillietest抑制图像的脉冲噪声
8. Impulsive Noise Suppression via Adaptive Filtering [R] . San Antonio, G. S. 2009

机译：自适应滤波的脉冲噪声抑制

Using an adaptive neuro-fuzzy inference system-based interpolant for impulsive noise suppression from highly distorted images

摘要

著录项

相似文献

相关主题

期刊订阅