Advanced Search
Volume 39 Issue 6
Jun.  2013
Turn off MathJax
Article Contents
Abstract
References
Journal of Beijing University of Aeronautics and Astronautics  > 2013  >  (6): 847-852.
Sun Jingjing, Yang Min, Liu Jinghua, et al. Computerized tomography image registration based on sinogram[J]. Journal of Beijing University of Aeronautics and Astronautics, 2011, 37(2): 223-226. (in Chinese)
Citation: Yuan Xiaodong, Li Chao, Sheng Haoet al. Wavelet multi resolutionweight correlationimage fusion method[J]. Journal of Beijing University of Aeronautics and Astronautics, 2013, (6): 847-852. (in Chinese)
shu

Wavelet multi resolutionweight correlationimage fusion method

  • 1.

    School of Computer Science and Engineering, Beijing University of Aeronautics and Astronautics, Beijing 100191, China

  • 2. Shenzhen Research Institute, Beijing University of Aeronautics and Astronautics, Shenzhen 518057, China

  • Received Date: 12 Jun 2012
  • Publish Date: 30 Jun 2013
    Abstract
  • An image fusion method which based on wavelet multi resolution of weight correlation was introduced for the fusion of multispectral image and panchromatic image. On basis of wavelet decomposition for original image, the method fused the high and low weights image with different fusing rules, and the final fused image was obtained by taking inverse wavelet transform. The low frequencies were fused by weighted calculating with the coefficient of local correlation, and a certain constraints for the high frequencies were defined, so that part of the strong correlation between strengthened, and the weak part preserved. In the end, the experiment indicates its advantage to preserve spectra information and improve spatial resolution by comparing the correlative coefficient and the spectral distortion with several typical image fusion methods. The effect of fusion for different threshold value of T was also analyzed by experiment, so that appropriate value can be set to adapt different scene.

     

    • FullText(HTML)
    • References(12)
  • [1]
    Tu Teming,Cheng Wenchun,Chang Chienping,et al.Best tradeoff for high-resolution image fusion to preserve spatial details and minimize color distortion[J].IEEE Geosciences and Remote Sensing Letters,2007,4(2):302-306
    [2]
    Shah V P,Younan N H,King R L.An efficient pan-sharpening method via a combined adaptive PCA approach and contourlets[J].Geosciences and Remote Sensing,IEEE,2008,46(5):1323-1335
    [3]
    Metwalli M R,Nasr A H,Farag Allah O S,et al.Image fusion based on principal component analysis and high-pass filter [C]//Computer Engineering & System,ICCES.Piscataway,NJ:IEEE Computer Society,2009:63-70
    [4]
    Demirel H,Ozcinar C,Anbarjafari G.Satellite image contrast enhancement using discrete wavelet transform and singular value decomposition[J].IEEE Geosciences and Remote Sensing Letters,2010,7(2):333-337
    [5]
    Kim Yonghyun,Lee Changno,Han Dongyeob.Improved additive-wavelet image fusion[J].IEEE Geosciences and Remote Sensing Letters,2011,8(2):263-267
    [6]
    Zhu Junjie,Fan Xiangtao,Ding Chibiao,et al.Afusion method of high-resolution images considering spectral distortions[J].Journal of Wuhan University,2006,31(10):858-861
    [7]
    Yang Jun,Zhao Zhongming.Aremote sensing images fusion method based on HIS and brightness control[J].Research of Computer Application,2007,24(4):195-197
    [8]
    Cao Guangzhen,Hou Peng,Jin Yaqiu,et al.Alaplacetower remote sensing images fusion method based ontexture characteristic[J].Application of Remote Sensing Technology,2007,22(5):628-632
    [9]
    Yang Ya,Wang Zheng,Zhang Sulan,et al.Amulti-focusremote sensing images fusion method based on wavelet transform[J].Computer Technology and Development,2010,20(3):56-58
    [10]
    Yang Senlin,Gao Jinghuai.Seismicquality factors estimation from spectral correlation[J].IEEE Geosciences and Remote Sensing Letters,2008,5(4):740-744
    [11]
    Al-Wassai F A,Kalyankar N V,Al-Zaky A A.Spatial and spectral quality evaluation based on edges regions of satellite:imagefusion [C]//Advanced Computing & Communication Technologies(ACCT).Piscataway,NJ:IEEE Computer Society,2012:265-276
    [12]
    Beak Du Hyun,Yoon Jin Woo,Shin Jae Sung,et al.Restoration of high spatial frequency at the image formed by stimulated Brillouin scattering with a prepulse[J].Applied Physics Letters,2008,93(23):231113
    • Relative Articles

  • Relative Articles

    [1]ZHAO Yuyu, WANG Baocheng, HUANG Tingshuang, JIA Zhongzhen, DU Xiaowei, XU Guoning. Research on Model Predictive Control Strategy for Buck-Boost Converter of Near-Space Aircraft[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2024.0860
    [2]WANG Z Y，XIANG Z R，ZHI J Y，et al. Physiological signal denoising method based on multi-spectrum adaptive wavelet and blind source separation[J]. Journal of Beijing University of Aeronautics and Astronautics，2025，51（3）：910-921 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2023.0179.
    [3]LIU Sheng, JIN Xuepeng, GAO Feng, GAN Yanhai. Sparse Attention and Deformable Feature Cross Fusion-Based Multi-source Remote Sensing Image Classification Method[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2024.0480
    [4]TENG Shangzhi, GONG Xi, LI Baoan, LYU Xueqiang. Small object detection algorithm based on state space model[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2024.0561
    [5]PAN C Z，HE G，LI Z J，et al. Adaptive filtered control for uncertain electro-hydraulic servo systems with time-varying output constraints[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（6）：1819-1828 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0497.
    [6]ZHANG X，WANG Z T，BAI C P，et al. Analysis and suppression of low-frequency harmonic current in space low-speed direct-driven servo system[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（12）：3603-3614 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0907.
    [7]JIANG W H，CHEN Z L，CHENG Y B，et al. Image captioning model based on divergence-based and spatial consistency constraints[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（2）：456-465 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0400.
    [8]NI Z Y，LI Z S，WU S N，et al. Time-varying frequency identification of space solar power station based on variable forgetting factor[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（8）：2470-2481 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0665.
    [9]YUAN Jia-hui, CHEN Shui-fu, XIA Yu-chao, LIU Yi. Spatial correlation of along-wind fluctuating wind loads on rectangular high-rise buildings[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2023.0828
    [10]CHEN Wankun, HU Yikun, GAO Feng, DONG Junyu, GAN Yanhai. Hyperspectral image denoising method based on global and local dynamic attention[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2024.0463
    [11]LIU Zhenjiang, ZHANG Huijuan, JI Miaoxin, LU Tao, ZHANG Chi, YU Yuanjin. Lightweight multi-scale feature fusion enhancement algorithm for spatial non-cooperative small target detection[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2024.0509
    [12]ZHANG M，FAN C G，YU S Q. An elliptical damage detection method using full matrix capture for stiffened plate[J]. Journal of Beijing University of Aeronautics and Astronautics，2024，50（6）：2033-2042 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2022.0568.
    [13]TAN Ziyu, HAN Meng, HAN Xiao, ZHAO Shuo, JIANG Yuhan, LIN Yuzhen. A Method for Analyzing Pressure Fluctuation Signals Based on Wavelet Transform[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2023.0781
    [14]SHI F Y，ZHENG X J，JIANG L H，et al. Point cloud registration algorithm for non-cooperative targets based on Hough transform[J]. Journal of Beijing University of Aeronautics and Astronautics，2023，49（8）：2071-2078 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2021.0575.
    [15]ZHAO G R，GU H L，HAN X，et al. NNS distributed fusion estimator under multiple network constraints[J]. Journal of Beijing University of Aeronautics and Astronautics，2023，49（2）：229-241 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2021.0225.
    [16]WANG Zhenyu, XIANG Zerui, ZHI Jinyi, DING Tiecheng, ZOU Rui. Multi-spectrum Adaptive Wavelet Coupling with Blind Source Separation for Physiological Signal Denoising[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2023-0179
    [17]ZHANG J B，XU X B，WANG X，et al. Data processing technology of balanced dynamic characteristics based on wavelet reconstruction[J]. Journal of Beijing University of Aeronautics and Astronautics，2023，49（6）：1362-1371 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2021.0441.
    [18]LI J F，ZHAO D Q，WANG D M，et al. A quality evaluation method for wavelet denoising based on combinatorial weighting method[J]. Journal of Beijing University of Aeronautics and Astronautics，2023，49（3）：718-725 （in Chinese）. doi: 10.13700/j.bh.1001-5965.2021.0303.
    [19]WANG Jia-yi, GAO Feng, ZHANG Tian-ge, GAN Yan-hai. Multi-Source Remote Sensing Image Classification Based on Wavelet Transform and Parallel Attention[J]. Journal of Beijing University of Aeronautics and Astronautics. doi: 10.13700/j.bh.1001-5965.2023.0329
    [20]XU Aiming, HUANG Yuxing, SHEN Qiu. Hyperspectral image compression method based on 3D Saab transform[J]. Journal of Beijing University of Aeronautics and Astronautics, 2022, 48(8): 1505-1514. doi: 10.13700/j.bh.1001-5965.2021.0521
    • Supplements(0)
    • Cited By
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索
    Get Citation
    PDF
    XML

    Article Metrics

    Article views(1456) PDF downloads(579) Cited by()
    Proportional views
    Related

    Copyright © Journal of Beijing University of Aeronautics and Astronautics

    Address: Editorial Department of Journal of Beijing University of Aeronautics and Astronautics, 37 Xueyuan Road, Haidian District, Beijing Post Code: 100191 Email: jbuaa@buaa.edu.cn

    Supported by: Beijing Renhe Information Technology Co., Ltd.    

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return