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《Optics and Precision Engineering》 2009-05
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Local adaptive image denoising based on double-density dual-tree complex wavelet transform

GONG Wei-guo,LIU Xiao-ying,LI Wei-hong,LI Jian-fu(Key Laboratory for Optoelectronic Technology and System of the Ministry of Education, Chongqing University,Chongqing 400030,China)  
In order to improve the quality of the degraded images,an efficient local adaptive image denoising algorithm based on the Double-density Dual-tree Complex Wavelet Transform(DD-DT CWT) is proposed.The principles and characteristics of the DD-DT CWT are analyzed and a Bivariate Shrinkage Function(BSF) is derivated.Then,the noise image decomposition by the DD-DT CWT is implemented by applying four 2-D Double-density Discrete Wavelet Transform(DD DWT) in parallel and distinct filter sets in the rows and columns.According to the statistical properties of wavelet coefficients and the dependency of inter-level with intra-level coefficients,the BSF with local variance estimation is adopted to process wavelet coefficients and to reconstruct the denoised images by the shrunk wavelet coefficients.Finally,the proposed algorithm is tested on some gray and color noisy images.The experimental results indicate that,compared with the noise images,the Peak Signal-to-Noise Ratio(PSNR) gain of the proposed algorithm has reached 11.72 dB,Mean Structural Similarity(MSSIM) has been 2.7 times higher than that of noise images and the Composite Peak Signal-to-noise Ratio(CPSNR) reaches 11.68 dB when the noise variance is 30.Meanwhile,the algorithm is more efficient in noise removal and edge reservation for all the noise images with different noise variances,which improves the visual quality of the denoised images.
【Fund】: 国家863高技术研究发展计划资助项目(No.2007AA01Z423);; 国防“十一五”基础研究资助项目(No.C10020060355);; 重庆市科技攻关重点资助项目(No.CSTC2007AC2018);; 重庆市自然科学基金资助项目(No.CSTC2008BB2199)
【CateGory Index】: TP391.41
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Chinese Journal Full-text Database 6 Hits
1 WANG Ying1,ZENG Guang-yu2(School of Information and Communication Engineering,North University of China,Taiyuan 030051,China);Research on Image De-noising Algorithm[J];Computer and Information Technology;2011-04
2 Liu Tao1,Luo Zhijun2,Li Yongfeng1,Chen Zhongliang1(1.The Second Artillery Force Engineering University Sergeant College,Qingzhou Shandong 262500,CHN;2.96604 Troops,Beijing 100192,CHN);Research on Image Enhancement of Thermal Wave NDT of Composite Materials[J];Optoelectronic Technology;2013-01
3 Du Juan1 Liu Bin21(School of Energy and Power Engineering,Wuhan University of Technology,Wuhan 430063,Hubei,China)2(School of Mathematics and Computer Science,Hubei University,Wuhan 430062,Hubei,China);APPLYING Q-shift DUAL-TREE COMPLEX WAVELET TO IMAGE FUSION[J];Computer Applications and Software;2011-06
4 LI Li College of Information Engineering,Dalian University,Dalian 116622,Liaoning Province,China;An Novel Method for Detecting Color Image Edge Based on Alpha Stable Distribution[J];Science & Technology Review;2012-02
5 LI Yunhong,YI Xin School of Electronic Information,Xi'an Polytechnic University,Xi'an 710048,China;Image denoising using wavelet packet transform based on correctional Wiener filtering[J];Computer Engineering and Applications;2012-21
6 YU Chang-song,FANG Chao (State Key Laboratory of Applied Optics,Changchun Institute of Optics,Fine Mechanics and Physics, Chinese Academy of Sciences,Changchun 130033,China);ESPI Image Denoising and Edge Extraction Based on Wavelet Transform[J];Chinese Journal of Liquid Crystals and Displays;2011-06
Chinese Journal Full-text Database 6 Hits
1 TONG Wu-qin1,LING Yong-shun1,HUANG Chao-chao1,YANG Hua1,FAN Xiang2 (1.Key Laboratory of Infrared and Low Temperature Plasma of Anhui Province,PLA Electronic Engineering Institute,Hefei 230037,China;2.University of Science and Technology of China,Hefei 230031,China);Processing method of IR image based on mathematical morphology and wavelet transform[J];Optics and Precision Engineering;2007-01
2 JIANG Jie,DENG Qiong,ZHANG Guang-Jun(School of Instrumentation Science and Optoelectronics Engineering,Beihang University,Beijing 100083,China);Regularization algorithm for blind image restoration based on wavelet transform[J];Optics and Precision Engineering;2007-04
3 ZHAO Xiu-ying1,2,3,ZHAI Lin-pei1,SHANG Yu-feng3,LIU Hong1,2,3,FU De-you3(1.Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Science,Changchun 130033,China;2.Graduate School of the Chinese Academy of Science,Beijing 100039,China;3.Aviation University of Air Force,Changchun 130022,China.);Lifting scheme design of biorthogonal wavelet for aviation image compression[J];Optics and Precision Engineering;2007-09
4 DENG Chao1,2,ZHANG Tao1,YAO Qing-hua1,2 (1.Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences, Changchun 130033,China;2.Graduate School of the Chinese Academy of Sciences,Beijing 100039,China);Application of wavelet neural network in removing CCD noise of digital images[J];Optics and Precision Engineering;2008-02
5 LI Jiang-tao,NI Guo-qiang,WANG Qiang(Department of Optical Engineering,School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China);Complex wavelet transform and bivariate shrink threshold based image denoising[J];Optical Technique;2007-05
6 LI Peng,YU Gang,JI Xiao-yan,BIAN Zheng-zhong (Department of Biomedical Engineering,School of Life Science and Technology,Xi’an Jiaotong University,Xi’an 710049,China);Denoising of Ultrasonic Image via Double Density Dual Tree Wavelet Combined with Bivariate Shrinkage with Local Variance Estimation[J];Journal of System Simulation;2007-24
Chinese Journal Full-text Database 10 Hits
1 LIU Shuai1,WEI Xianzhi1,GAO Xiaomei2(1.Engineering Institute,Air Force Engineering University,Xi'an 710038,China;2.Shanghai Nankong Plant,Shanghai 200000,China);A Target Detection Method Based on Median Filter and Multi-Grad Search Algorithm[J];Electronics Optics & Control;2011-02
2 HU Jia-sheng*,MA Ming(School of Electronic and Information Engineering,Dalian University of Technology,Dalian 116024,China);Identification and restoration of motion-blurred image[J];Journal of Dalian University of Technology;2009-03
3 WANG Xu-yue,XU Wei-xing,SI Ma-yuan,WU Dong-jing,KANG Ren-ke,GUO Dong-ming (Key Laboratory for Precision and Non-traditional Machining Technology of the Ministry of Education,Dalian University of Technology,Dalian 116024,China);Evaluation of efficiency for silicon wafer cleaning by image processing[J];Optics and Precision Engineering;2007-08
4 ZHAO Xiu-ying1,2,SHANG Yu-feng2,ZHAI Lin-pei1,FU De-you2,LIU Hong1,2 (1.Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033,China;2.Aviation University of Air Force,Changchun 130022,China);Balanced multiwavelet aviation image compression coding based on EBCOT[J];Optics and Precision Engineering;2007-11
5 LI Yan-hong1,ZHAO Yue-jin1,FENG Li-chun2,ZHANG Cun-lin2(1.School of Information Science and Technology,Beijing Institute of Technology,Beijing 100081,China;2.Department of Physics,Capital Normal University,Beijing 100037,China);Measurement of defect depth by infrared thermal wave nondestructive evaluation based on pulsed phase[J];Optics and Precision Engineering;2008-01
6 HE Xiao-hai,ZHANG Ju,TAO Qing-chuan,L Cheng-huai,WANG Yu(Image Information Institute,School of Electronics and Information Engineering,Sichuan University,Chengdu 610064,China);3-D microscopical image restoration based on anisotropic Markov random field in wavelet domain[J];Optics and Precision Engineering;2008-04
7 HAN Liang,TIAN Feng-chun,XU Xin,LI Li(College of Communication Engineering,Chongqing University,Chongqing 400030,China);Optical implementation of Mallat algorithm[J];Optics and Precision Engineering;2008-08
8 hLUO Jing1,LIN Shu-zhong2,ZHAN Xiang-lin3,NI Jian-yun4(1.College of Computer Technology and Automation,Tianjin Polytechnic University,Tianjin 300160,China;2.Tianjin Key Laboratory for Mechanical & Electrical Equipment Technology,Tianjin 300160,China;3.School of Electronic and Information Engineering,Civil Aviation University of China,Tianjin 300300,China;4.School of Electronic Engineering,Tianjin University of Technology,Tianjin 300191,China);A novel fingerprint recognition algorithm based on 2DPCA and EBFNN[J];Optics and Precision Engineering;2008-09
9 GUO Yong-cai,WANG E-nuo,GAO Chao(Key Laboratory of Optoelectronic Technology and Systems of the Ministry of Education,Chongqing University,Chongqing 400044,China);Blind image restoration algorithm based on space-adaptive and regularization[J];Optics and Precision Engineering;2008-11
10 ZHANG Yu-dong,WU Le-nan(School of Information Science & Engineering,Southeast University,Nanjing 210096,China);Improved immune algorithm for image restoration[J];Optics and Precision Engineering;2009-02
China Proceedings of conference Full-text Database 1 Hits
1 LIU Shujun,MAO Limin,XU Benlian (School of Electric and Automatic Engineering,Changshu Institute of Technology,Changshu 215500,China);Movement leukocyte recognition research based on grading histogram equalization[A];[C];2013
Chinese Journal Full-text Database 10 Hits
1 CHENG Liang , GONG Jian-ya , SONG Xiao-gang, YANG Xiao-xia State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan 430079, China; Remote Sensing and Information Engineering School, Wuhan University, Wuhan 430079, China;A Method for Affine Invariant Feature Extraction with High Quality for Wide Baseline Stereo Image Matching[J];Acta Geodaetica et Cartographica Sinica;2008-01
2 YANG Zheng-wei,ZHANG Wei,TIAN Gan,SONG Yuan-jia,JIN Guo-feng(The Second Artillery Engineering College,Xi'an 710025,China);Debond in Small Curvature Adhesion Structure Detected by Thermal Wave Nondestructive Testing[J];Journal of Materials Engineering;2010-12
3 DAI Qin,HUANG Xiao-yi,XIE Yue-xin (Department of Physics,Xiangnan University,Chenzhou 423000,China);The Fingerprint Image Enhancement Based on the Dual-tree Complex Wavelet Transform[J];Journal of Xiangnan University;2008-02
4 Li Taosheng Chen Jun Wang Zhiqiang(China Institute of Atomic Energy,Beijing,102413);Brief Introduction to Space Radiation Environment[J];Radiation Protection Bulletin;2008-02
5 Cai Yong;The Developmental Course of Our Free-forging Hydraulic Press and the Heavy Casting and Forging Production[J];Heavy Castings and Forgings;2007-01
6 LUO Yan-heng,ZHANG Rui-jun(No.44th Research Institute of China Electronics Technology Group Corporation,Chongqing 400060,China);Space Radiation Environment and Resist-Radiation Hardening Technology Progress of Optical Devices[J];Electronics & Packaging;2009-08
7 Yang Yongyue Deng Shanxi Liang Fayun(School of Instrumentation, Hefei University of Technology, Hefei 230009);Image Process for High-temperature Components Based on Laser Target Used in Vision Measurement[J];Journal of Electronic Measurement and Instrument;2005-06
8 LIANG Dong,SHEN Min,GAO Qing-wei,BAO Wen-xia,QU Lei(1.Educational Department Key Lab.of IC&SP,Anhui University,Hefei,Anhui 230039,China;2.School of Electronic Science and Technology,Anhui University,Hefei,Anhui 230039,China);A Method for Image De-noising Based on the Contourlet Transform Using Recursive Cycle Spinning[J];Acta Electronica Sinica;2005-11
9 TAO Mao-yuan,LU Zheng-ding,YUAN Wu-gang,LING He-fei,ZOU Fu-hao(Computer College,Huazhong University of Science and Technology,Wuhan,Hubei 430074,China);Geometrically Invariant Feature Points Detection Based on Scale Space Theory[J];Acta Electronica Sinica;2006-S1
10 Zhou Zuo-feng Shui Peng-lang (National Lab of Radar Signal Processing,Xidian University,Xi'an 710071,China);Wavelet-Based Image Denoising via Doubly Local Wiener Filtering Using Directional Windows and Mathematical Morphology[J];Journal of Electronics & Information Technology;2008-04
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 REN Wen-qi;WANG Yuan-quan;School of Computer Science and Communication Engineering,Tianjin University of Technology;;GVC-based fourth-order anisotropic diffusion for image denoising[J];Optics and Precision Engineering;2013-10
2 FENG Xin;WU Qinghong;School of Electronic and Information Engineering,University of Science and Technology Liaoning;;Study on recognition method of paper currency numbers based on characteristic structure[J];Journal of University of Science and Technology Liaoning;2013-04
3 HUANG Hong;YANG Mei;ZHANG Man-ju;Key Laboratory of Opto-electronic Technology & Systems of the Ministry of Education, Chongqing University;The Technical Center of Chongqing Chuanyi Automation Co.,Ltd.;Jiuquan Satellite Launch Center;;Hyperspectral remote sensing image classification based on SDE[J];Optics and Precision Engineering;2013-11
4 SUN Fenglei;LIU Shuchang;LIU Peng;BAI Xuemin;ZHOU Dayong;WANG Xue;College of Electrical and Information Engineering,Changchun University of Science and Technology;Fundammontal Science on Space-Ground Laser Communication Technology Laboratory,Changchun University of Science and Technology;;High-Definition Video Image Fiber Transmission System Based on FPGA[J];Journal of Jilin University(Information Science Edition);2014-02
5 HU Yue,RONG Xing-fu,QIN Zhi-yu(College of Mechanical Engineering,Taiyuan University of Technology,Shanxi Taiyuan 030024,China);Segmentation of Color Adhension Particles Based on ImageJ[J];Machinery Design & Manufacture;2013-03
6 YANG Peng;TIAN Yangyang;Key Laboratory of Nondestructive Testing, Ministry of Education, Nanchang Hangkong University;School of Information Engineering, Nanchang Hangkong University;;Feature extraction and reduction for ultrasonic flaw signals of carbon fiber reinforced plastics[J];Computer Engineering and Applications;2013-23
7 ZHANG Ying-ying;HAN Run-ping;;Application of local standard deviation operator in infrared image de-noising and edge detection[J];Manufacturing Automation;2013-22
8 QIN Xiao-wei,GUO Jian-zhong*(College of Physics and Information Technology, Shaanxi Normal University,Xi′an 710062,Shaanxi,China);The research on denoising of ultrasound image additive noise based on K-SVD Algorithm[J];Journal of Shaanxi Normal University(Natural Science Edition);2012-06
9 GONG Jun-liang;HE Xin;WEI Zhong-hui;WANG Fang-yu;Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences;University of Chinese Academy of Sciences;;Local Adaptive Image Denoising Based on Bayesian Estimation in Shearlet Domain[J];Chinese Journal of Liquid Crystals and Displays;2013-05
10 WANG Qiong;GONG Li-ying;REN Wei-jian;HUO Feng-cai;GAO Fei;Electrical Information Engineering Institue, Northeast Petroleum University;Company of Downhole Operating,Sinopec Shengli Oilfield;;The Algorithm of Image Denoising Based on the Improved Method of Wavelet Thresholding[J];Techniques of Automation and Applications;2013-11
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 SANG Hui-yong,GUO Hua-dong,HAN Chun-ming,WANG Chang-lin;A Filtering Algorithm for SAR Images Based on Wavelet Transform[J];Bulletin of Surveying and Mapping;2005-02
2 Li Honggang Wu Lenan (Department of Radio Engineering, Southeast University, Nanjing 210096, China);Design of Lifting Scheme of Arbitrary Wavelets[J];Journal of Southeast Univwrsity(Natural Science Edition);2001-04
3 SUN Jun-xi, CHEN Ya-zhu(Dept of Biomedical Eng,Shanghai Jiaotong Univ., Shanghai 200030,China);Novel speckle reduction for medical ultrasound images based on edge preservation[J];Optics and Precision Engineering;2002-05
4 CHEN Hong-bo,WANG Qiang,ZHANG Xiao-fei, WEI Chun-rong,ZHANG Chao-ying (College of Physics & Information Technology, Guangxi Normal University, Guilin 541004, China );Image fusion based on neighborhood features of wavelet coefficients[J];Optics and Precision Engineering;2003-05
5 SHI Ze-lin~1,KANG Jiao~(1,2),SUN Rui~1(1.Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016,China;2.Graduate School of Chinese Academy of Sciences, Beijing 100039,China);BP NN-based method for lens distortion correction of large-field imaging[J];Optics and Precision Engineering;2005-03
6 (YU Xiao~(1,2,3),WANG Xin~4,YAN Feng~1,SUI Yong-xin~1,JIN Chun-shui~1,Yang Huai-jiang~1(1.State Key Laboratory of Applied Optics,Changchun Institute of Optics, Fine Mechanics and Physics,Chinese Academy of Sciences, Changchun 130033,China;2.Graduate School of the Chinese Academy of Sciences,Beijing 100039,China;3.Aviation University of Air Force,Changchun 130022,China;4.College of Computer Science and Technology,Jilin University,Changchun 130012,China);Design of JPEG image file system in corona detection system[J];Optics and Precision Engineering;2005-06
7 XU Ting-fa~(1,2),WEI Gang~1,NI Guo-qiang~2(1.College of Electronics and Communication Engineering.South China University of Technology Guangzhou 510640,China;2.Department of Optical Engineering,College of Information Science Technology,Beijing Institute of Technology,Beijing 100081,China);Gabor wavelet neural network algorithm based on parallel structure[J];Optics and Precision Engineering;2006-02
8 ZHANG Lei~1,HUANG Lian-qing~2,ZHAO Wei-jia~3(1.Department of Electron Engneering,Shenyang Institute of Aeronautical Engineering,Shenyang 110034,China;2.Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033,China;3.School of Photo-electronic Engineering,Changchun University of Science and Technology,Changchun 130022,China);A multi-layered decomposition of hyper-spectral image compression[J];Optics and Precision Engineering;2006-03
9 CHEN Sheng-lai~(1,2),HUANG Lian-qing~1,GUO Jing-huan~3(1.Changchun Institute of Optics,Fine Mechanics and Physics,Chinese Academy of Sciences,Changchun 130033,China;2.Graduate School of the Chinese Academy of Sciences,Beijing 100039,China;3.College of Computer Science & Technology,Dalian Maritime University,Dalian 116026,China);Image processing based on integral lifting scheme and its implementation by DSP[J];Optics and Precision Engineering;2006-03
10 WANG Yuan-yuan,SUN Zhi-Min,CAI Zheng (Department of Electron Engineering,Fudan University,Shanghai 200433,China);Estimation of PSF of image system using modified SVD method[J];Optics and Precision Engineering;2006-03
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