Advanced Search
Volume 25 Issue 1
Jan.  2003
Turn off MathJax
Article Contents
Wu Yan, Li Ming, Liang Jimin, Yang Wanhai. A new algorithm of image fusion[J]. Journal of Electronics & Information Technology, 2003, 25(1): 44-49.
Citation: Wu Yan, Li Ming, Liang Jimin, Yang Wanhai. A new algorithm of image fusion[J]. Journal of Electronics & Information Technology, 2003, 25(1): 44-49.

A new algorithm of image fusion

  • Received Date: 2001-07-12
  • Rev Recd Date: 2002-12-07
  • Publish Date: 2003-01-19
  • A new algorithm is developed to merge a high-resolution panchromatic image and a low-resolution multi-spectral image based on the combination of multi-resolution wavelet, decomposition, evolutionary strategy and the IHS transform. The high-resolution panchromatic image is firstly decomposed to the wavelet planes, then the region is divided by the wavelet planes and the proposed merging algorithm is done by adding edge influence factor in different region. The proposed method is compared with the IHS and the MWD methods. The results of the comparison show the proposed merger performing the best in combining and preserving spectral-spatial information for the test images.
  • loading
  • D.L. Hall, J. Llinas, An introduction to multi-sensor data fusion, Proc. IEEE, 1997, 85(1), 6-23.[2]J.L. Van Genderen, C. Pohl, Image fusion: Issues, techniques and applications, Intelligent Image Fusion, Proceedings EARSeL Workshop, Strasbourg, France, 1994, edited by J. L. Van Genderen and V. Cappellini, 18-26.[3]D.L. Hall, Mathematical Techniques in Multi-sensor Data Fusion, Boston, Artech House, 1992,20-59.[4]W.J. Carper, T. M. Lillesand, R. W. Kiefer, The use of intensity-hue-saturation transformations for merging SPOT panchromatic and multispectral image data, Photogramm. Eng. Remote Sensing, 1990, 56(5), 459-467.[5]V.K. Shettigara, A generalized component substitution technique for spatial enhancement of multispectral images using a higher resolution data set, Photogramm. Eng. Remote Sensing,1992, 58(5), 561-567.[6]A. David, Image merging and data fusion by means of the discrete two-dimensional wavelet transform, J. Opt. Soc. Am. A, 1995, 12(9), 1834-1841.[7]J. Zhou, D. L. Civco, J. A. Silander, A wavelet transform method to merge Landsat TM and SPOT panchromatic data, Int. J. Remote Sensing, 1998,19(4), 743-757.[8]M.J. Shensa, Discrete wavelet transforms: Wedding the a trous and Mallat algorithms, IEEE Trans. on Signal Processing, 1992, 40(10), 2464-2482.[9]章毓晋,图像工程,上册,图像处理和分析,北京,清华大学出版社,1999,2,17-22.[10]D. B. Fogel, L. J. Fogel, An introduction to simulated evolutionary optimization, IEEE Trans.on NN, Special Issue on Evolutionary Computation, 1994, 5(1),3-14.
  • 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

    Article Metrics

    Article views (2063) PDF downloads(819) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return