A novel denoising algorithm based on fuzzy clustering and wavelet transform

被引：0

作者：

Wei, Shan ^{[1
]}

OuYang, Chun-juan ^{[2
]}

Wei, Si-min ^{[2
]}

机构：

[1] NE Forestry Univ, Informat & Comp Engn Inst, Harbin 150040, Peoples R China

[2] Jinggangshan Univ, Coll Informat Sci & Media, Jian 343009, Jiangxi, Peoples R China

来源：

ADVANCES IN LIQUID CRYSTALS | 2010年 / 428-429卷

关键词：

Lipschitz exponent; Fuzzy clustering; Wavelet transform; Denoising algorithm;

D O I：

10.4028/www.scientific.net/KEM.428-429.569

中图分类号：

O7 [晶体学];

学科分类号：

0702 ; 070205 ; 0703 ; 080501 ;

摘要：

According to analyzing the different wavelet coefficients' transmission property of signals and noises under different scales of the wavelet transform, LEFC denoising algorithm based on fuzzy clustering and wavelet transform is proposed. Our experimental evaluations show that the algorithm is effective and robust to restore the images compared with the other wavelet soft-thresholding algorithms. When the ratio exceeds 40 %, LEFC gives superior performance.

引用

页码：569 / +

页数：2

共 50 条

[41] A Pulse Denoising Method Based on Wavelet Transform
Li Guang-hui
Zhang Xing-hui
SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING: THEORY AND PRACTICE, VOL 1, 2012, 114 : 1149 - +
[42] Denoising of LAPS signal based on wavelet transform
Li, X.-L. (liushibin@nwpu.edu.cn), 1600, Board of Optronics Lasers (25):
[43] EEG Signal Denoising based on Wavelet Transform
Harender
Sharma, R. K.
2017 INTERNATIONAL CONFERENCE OF ELECTRONICS, COMMUNICATION AND AEROSPACE TECHNOLOGY (ICECA), VOL 1, 2017, : 758 - 761
[44] IMAGE DENOISING BASED ON THE DYADIC WAVELET TRANSFORM
Fei, Pei-yan
Guo, Bao-long
ICSP: 2008 9TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, VOLS 1-5, PROCEEDINGS, 2008, : 1112 - 1116
[45] A Survey of image denoising based on wavelet transform
Sun, Jingfeng (sunjf2000@163.com), 1600, Universidad Central de Venezuela (55):
[46] Image denoising based on the dyadic wavelet transform
Fei, PY
Guo, BL
ICCIMA 2003: FIFTH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND MULTIMEDIA APPLICATIONS, PROCEEDINGS, 2003, : 402 - 406
[47] EEG signal denoising based on wavelet transform
Jia Xi
Gao Zhenbin
Proceedings of the First International Symposium on Test Automation & Instrumentation, Vols 1 - 3, 2006, : 506 - 509
[48] Novel image denoising method based on discrete fractional orthogonal wavelet transform
Xu, X.-J. (hfxjxu@163.com), 1600, Chinese Institute of Electronics (42):
[49] A New Image Fusion Algorithm Based on Fuzzy Biorthogonal Wavelet Transform
Huang, Xiao-Li
Zeng, Huang-Lin
PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON IMAGE ANALYSIS AND SIGNAL PROCESSING, 2009, : 123 - 126
[50] Wavelet transform algorithm for image denoising in aero-optics
Yang, QY
Zhao, Y
ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 2681 - 2684

← 1 2 3 4 5 →