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《Acta Optica Sinica》 2004-12
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Multiple Feature Data Fusion Method in Color Texture Analysis

Li Ming WuYan Wu Shunjun National Key Laboratory of Radar Signal Processing, Xidian University, Xi'an 710071 School of Electronics Engineering, Xidian University, Xi'an 710071  
A new algorithm is presented to extract colored texture by effectively merging the texture feature, color feature and spatial correlation of color texture based on wavelet decomposition. Experiments are conducted on a set of 20 natural colored texture images in which multiple feature fusion and classification can be performed on the basis of the pyramid wavelet decomposition (PWD), incomplete tree-structured wavelet decomposition (ICTSWD) and wavelet packet decomposition (WPD). It is demonstrated that correct class rate of multiple feature fusion based on PWD is 85. 78% and correct class rate based on WPD is 91.03% with the dimensionality increased exponentially, but the dimensionality of feature fusion based on ICTSWD descended greatly because of selective decomposition in sub-band, and correct class rate is 90. 63% after fusion, simultaneously, multiple feature fusion based on ICTSWD has better anti-noise ability than fusion using WPD.
【Fund】: 国家部委预研基金(51431020204DZ0101)资助课题。
【CateGory Index】: TP391.41
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【References】
Chinese Journal Full-text Database 4 Hits
1 DING Lan(College of Information Science & Technology,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Multifocus Image Fusion Based on Contorlet Transform[J];Computer Knowledge and Technology;2008-34
2 Li Huihui Guo Lei Liu Hang(College of Automation,Northwestern Polytechnical University,Xi'an 710072);Research on Image Fusion Based on the Second Generation Curvelet Transform[J];Acta Optica Sinica;2006-05
3 Wang Gang~(1,2) Xiao Liang~3 Jiang ZhiJing~4 Song Yizhong~5 He Anzhi~11 Department of Information Physics and Engineering,Nanjing University of Science & Technology,Nanjing 2100942 School of Physics and Electronic Engineering,Ludong University,Yantai 2640253 School of Computer Science and Technology,Nanjing University of Science & Technology,Nanjing 2100944 Library of Ludong University,Yantai 2640255 School of Information Technology and Photo-Eletronics,Yantai University,Yantai 264000;Sub-Pixel Multifractal Method for Image Processing Application[J];Acta Optica Sinica;2006-09
4 Li Suwen Xie Pinhua Li Yujin Qin Min Si Fuqi Li Ang Liu Jianguo Liu Wenqing(Key Laboratory of Environmental Optics and Technology,Anhui Institute of Optics and Fine Mechanics,the Chinese Academy of Sciences,Hefei 230031);Wavelet Transform Based Differential Optical Absorption Spectroscopy Data Processing[J];Acta Optica Sinica;2006-11
【Co-references】
Chinese Journal Full-text Database 10 Hits
1 ;Development of Research on Pavement Distress Automatic Inspection Based on Image Identify[J];Northeastern Highway;2002-03
2 HU Liang-mei,GAO Jun,HE Ke-feng (Institute of Computer and Information,Hefei University of Technology,Hefei,Anhui 230009,China; Institute of Intelligent Machines,Chinese Academy of Sciences,Hefei,Anhui 230031,China);Research on Quality Measures for Image Fusion[J];Acta Electronica Sinica;2004-S1
3 LI Guang-xin,WANG Ke(College of Communications Engineering,Jilin University,Changchun,Jilin 130025,China);Color Image Fusion Algorithm Using the Contourlet Transform[J];Acta Electronica Sinica;2007-01
4 Xiao Liang Wei Zhi-hui Wu Hui-zhong (Dept of Computer Science, Nanjing Univ. of Science & Tech., Nanjing 210094, China) (Dept of Applied Mathematics, Nanjing Univ. of Sci. & Tech., Nanjing 210094, China);Research of Image Content BasedDigital Watermarking Model and Algorithmin Ridgelet Transform Domain[J];Journal of Electronics and Information Technology;2004-09
5 Tian Chun-na Gao Xin-bo (School of Electronic Engineering, Xidian University, Xi’an 710071, China);Relative Fuzzy Connected Interactive Image Segmentation Algorithm Based on Redundant Wavelet Transform[J];Journal of Electronics & Information Technology;2006-12
6 ZHANG Qiang~(),GUO Bao-long(ICIE Institute,School of Electromechanical Engineering,Xidian University,Xi'an 710071,China);Fusion of Multisensor Images Based on the Curvelet Transform[J];Journal of Optoelectronics.laser;2006-09
7 Wang Ququan 1) Li Lin 1), 2) Hou Yong 1) Xiong Guiguang 1) Tian Decheng 1) 1) Department of Physics, Wuhan University, Wuhan 430072 2) Shanghai Institute of Optics and Fine Mechanics, The Chinese Academy of Sciences, S;Spectrum Enlargement and Wavelet Transform on Planar Fractal by Improved 4f Fourier Optical System[J];ACTA OPTICA SINICA;2000-02
8 Liu Guixi Yang Wanhai (School of Electronic Engineering, Xidian University, Xi′an 710071);A Multiscale Contrast-Pyramid-Based Image Fusion Scheme and Its Performance Evaluation[J];Acta Optica Sinica;2001-11
9 Qi Feng Liu Wenqing Zhou Bin Li Zhenbi Chui Yanjun (Anhui Institute of Optics and Fine Mechanics, The Chinese Academy of Sciences, Hefei 230031);Improving DOAS System Measurement Precision with Artificial Neutral Network Method[J];Acta Optica Sinica;2002-11
10 Jiang Lihui 1,2 Zhao Chunhui2 Wang Qi3 1 Department of Information and Communication Engineering, Harbin Engineering University, Harbin 150001 2 Department of Information and Communication Engineering, Civil Aviation University of China, Tianjin 300300 3 National Key Laboratory of Tunable Laser Technology, Harbin Institute of Technology, Harbin 150001 (Received 27 May 2002);Algorithm about Suppressing Speckle Noise in Coherent Laser Radar Imagery[J];Acta Optica Sinica;2003-05
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 YANG Xiao-hui, Li Deng-feng (Institute of Applied Mathematics, School of Mathematics and Information Sciences, He'nan University, Kaifeng He'nan 475004,China);Multisensor Image Fusion Using Fast LHS Based on Curvelet Multiresolution Geometric Decomposition[J];Chinese Journal of Sensors and Actuators;2009-04
2 ;Calibration Method Of Binocular Stereoscopic Vision Sensor Based On Coplanar Reference Target[J];Sensor World;2007-05
3 LI Guo-yan②,LIU Xiao-mei,LI Jin-lian③( Nanjing Institute of Geography and Limnology, Chinese Academy of Sciences, Nanjing 210008, China;② Graduate School,Chinese Academy of Sciences,Beijing 100039, China;③ Nanjing Xiaozhuang University, Nanjing 210007, China);Research on remote sensing image fusion based on image multiscale analysis[J];Science of Surveying and Mapping;2008-01
4 Shao Litang1,2 Tang Guanghua1 Xu Chuanlong1 Wang Shimin1(1School of Energy and Environment,Southeast University,Nanjing 210096,China)(2College of Science,Huaihai Institute of Technology,Lianyungang 222005,China);Eliminating Mie scattering influence of particles on DOAS technique using wavelet transform[J];Journal of Southeast University(Natural Science Edition);2008-03
5 DING Lan(College of Information Science & Technology,Nanjing University of Aeronautics and Astronautics,Nanjing 210016,China);Multifocus Image Fusion Based on Contorlet Transform[J];Computer Knowledge and Technology;2008-34
6 ZHANG Qiang,GUO Bao-long(Institute of Intelligent Control and Image Engineering,School of Electromechanical Engineering,Xidian University,Xi'an 710071,China);Fusion of remote sensing images based on the second generation Curvelet transform[J];Optics and Precision Engineering;2007-07
7 Wang Gang1,2 Xiao Liang3 He Anzhi11 Department of Information Physics and Engineering,Nanjing University of Science and Technology,Nanjing 2100942 School of Physics and Electronic Engineering,Ludong University,Yantai 2640253 School of Computer Science,Nanjing University of Science and Technology,Nanjing 210094;Algorithm Research of Adaptive Fuzzy Image Enhancement in Ridgelet Transform Domain[J];Acta Optica Sinica;2007-07
8 Cao Wanpeng Che Rensheng Ye Dong(Department of Automatic Measurement and Control,Harbin Institute of Technology,Harbin 150001);Illumination-Independent Wavelet Scale Multiplication Edge Detection Method[J];Acta Optica Sinica;2007-10
9 Sun Xudong1 Wang Jiahua2 Pi Fuwei2 Han Donghai2(1 College of Engineering,China Agricultural University,Beijing 100083 2 College of Food Science & Nutritional Engineering,China Agricultural University,Beijing 100083);A Fast Online Method to Measure and Calculate the Apple's Cubage Based on X-Ray Image[J];Acta Optica Sinica;2007-11
10 Ye Chuanqi1,2 Miao Qiguang1 Wang Baoshu11School of Computer Science,Xidian University,Xi'an,Shaanxi 710071,China2School of Electronic Information Engineer,Henan University of Science & Technology,Luoyang,Henan 471003,China;An Image Fusion Algorithm Using Region Segmentation and Contourlet Transform[J];Acta Optica Sinica;2008-03
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