[1]WU Yiquan,WAN Hong,YE Zhilong.Fabric defect image noise reduction based on complex contourlet transform and anisotropic diffusion[J].CAAI Transactions on Intelligent Systems,2013,8(3):214-219.
Copy

Fabric defect image noise reduction based on complex contourlet transform and anisotropic diffusion

CAAI Transactions on Intelligent Systems[ISSN 1673-4785/CN 23-1538/TP] Volume: 8 Number of periods: 2013 3 Page number: 214-219 Column: 学术论文—机器学习 Public date: 2013-06-25
Title:
Fabric defect image noise reduction based on complex contourlet transform and anisotropic diffusion
Author(s):
WU Yiquan1; 2; 3;  WAN Hong1;  YE Zhilong1
1. College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, China; 
2. Key Laboratory of Textile Science & Technology, Ministry of Education, Donghua University, Shanghai 201620, China;
3. Key Laboratory of Advanced Textile Materials and Manufacturing Technology, Ministry of Education, Zhejiang Sci-Tech University, Hangzhou 310018, China
Keywords:
fabric defect detection;  fabric defect image;  image noise reduction;  complex contourlet transform;  anisotropic diffusion;  P_Laplace operator;  Catte_PM model
CLC:
TP391.4;TS103.7
DOI:
-
Abstract:
-
References:
［1］刘建立，左保齐．织物疵点图像消噪方法的比较［J］．纺织学报, 2007, 28(11): 128-131.
LIU Jianli, ZUO Baoqi. Comparison of denoising methods used in fabric defects image［J］. Journal of Textile Research, 2007, 28(11): 128-131.
［2］SHU Guangliu, PING Gequ. Inspection of fabric detection based on wavelet analysis and BP neural network［C］//Proceedings of the 2008 International Conference on Wavelet Analysis and Pattern Recognition. Hong Kong, China, 2008: 232-236.
［3］KUMAR A. Computer-vision-based fabric defect detection: a survey［J］. IEEE Transactions on Industrial Electronics, 2008, 55(1): 348-363.
［4］郭晓霞，杨慧中．小波去噪中软硬阈值的一种改良折衷法［J］．智能系统学报, 2008, 3(3): 222-225.
GUO Xiaoxia, YANG Huizhong. An improved compromise for soft/hard thresholds in wavelet donoising［J］. CAAI Transactions on Intelligent Systems, 2008, 3(3): 222-225.
［5］BORSDORF A, RAUPACH R, FLOHR T, et al. Wavelet based reduction in CT-images using correlation analysis［J］. IEEE Transactions on Medical Imaging, 2008, 27(12): 1685-1703.
［6］杨帆，赵瑞珍，胡绍海．基于Contourlet系数相关特性的自适应图像降噪算法［J］．光学学报, 2009, 29(2): 357-361.
?YANG Fan, ZHAO Ruizhen, HU Shaohai. Adaptive algorithm for image denoising based on correlation properties of contourlet coefficients［J］. Acta Optica Sinica, 2009, 29(2): 357-361.
［7］CUNHA A L, ZHOU J, DO M N. The nonsubsampled contourlet transform: theory, design, and application［J］. IEEE Transactions on Image Processing, 2006, 15(10): 3089-3101. 
［8］SHAO Weidai, YAN Kuisun, XIAO Lintian, et al. Image denoising based on complex contourlet transform［C］//Proceedings of the 2007 International Conference on Wavelet Analysis and Pattern Recognition. Beijing, China, 2007: 1742-1747.
［9］余锦华，汪源源．基于各向异性扩散的图像降噪算法综述［J］．电子测量与仪器学报, 2011, 25(2): 105-116.
YU Jinhua, WANG Yuanyuan. Image noise reduction based on anisotropic diffusion: a survey［J］. Journal of Electronic Measurement and Instrument, 2011, 25(2): 105-116.
［10］吴亚东，孙世新．基于二维小波收缩与非线性扩散的混合图像降噪算法［J］．电子学报, 2006, 34(1): 163-166.
WU Yadong, SUN Shixin. A new hybrid image de-noising algorithm based on 2D wavelet shrinkage and nonlinear diffusion［J］. Acta Electronica Sinica, 2006, 34(1): 163-166.
［11］YONG Yue, CROITORU M M, BIDANI A, et al. Nonlinear multiscale wavelet diffusion for speckle suppression and edge enhancement in ultrasound images［J］. IEEE Transactions on Medical Imaging, 2006, 25(3): 297-311.
［12］陈建军，田逢春，邱宇，等．基于非下采样Contourlet和扩散的图像降噪［J］．计算机工程, 2010, 36(14): 185-189.
CHEN Jianjun, TIAN Fengchun, QIU Yu, et al. Image denoising based on nonsubsampled contourlet and diffusion［J］. Computer Engineering, 2010, 36(14): 185-189.
［13］吴一全，侯雯，吴诗婳．基于Contourlet域非线性扩散的织物疵点图像降噪［J］．电子测量与仪器学报, 2011, 25(8): 665-670. 
WU Yiquan, HOU Wen, WU Shihua. Fabric defect image denoising based on contourlet transform and nonlinear diffusion［J］. Journal of Electronic Measurement and Instrument, 2011, 25(8): 665-670.
［14］陈建军，田逢春，李灿．基于NSCT阈值和自适应扩散的图像降噪［J］．计算机工程, 2011, 37(12): 204-205.
CHEN Jianjun, TIAN Fengchun, LI Can. Image denoising based on NSCT threshold and adaptive diffusion［J］. Computer Engineering, 2011, 37(12): 204-205.
［15］吴一全，纪守新，尹丹艳．基于NMF、ICA和复Contoulet变换的红外小目标检测［J］．宇航学报, 2011, 32(8): 1833-1839.
WU Yiquan, JI Shouxin, YIN Danyan. Infrared small target detection based on NMF, ICA and complex contourlet transform［J］. Journal of Astronautics, 2011, 32(8): 1833-1839.
［16］ZHANG Hongying, PENG Qicong, WU Yangdong. Wavelet inpainting based on P_Laplace operator［J］. Aata Automatica Sinica, 2007, 33(5): 546-549.
［17］CHEN Jianjun, GUO Jing. Image restoration based on adaptive P_Laplace diffusion［C］//2010 3rd InternationalCongress on Image and Signal Processing. Yantai, China, 2010: 143-146.
［18］CATTE F, LIONS P, MOREL J, et al. Image selective smoothing and edge detection by nonlinear diffusion［J］. SIAM Journal on Numerical Analysis, 1992, 29(2): 182-193.
［19］白俊奇，陈钱．基于各向异性扩散的红外图像噪声滤波算法［J］．光学学报, 2008, 28(5): 866-869.
BAI Junqi, CHEN Qian. Algorithm for infrared image noise filtering based on anisotropic diffusion［J］. Aata Optica Sinica, 2008, 28(5): 866-869.
Similar References:

Memo

-

Last Update: 2013-08-29

Copyright © CAAI Transactions on Intelligent Systems