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Volume 27 Issue 6
Jun.  2005
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Xu Jian-bin, Hong Wen, Wu Yi-rong . A Remote Sensing Images Matching Method Based on Zernike Moments and Steady Genetic Algorithms[J]. Journal of Electronics & Information Technology, 2005, 27(6): 924-927.
Citation: Xu Jian-bin, Hong Wen, Wu Yi-rong . A Remote Sensing Images Matching Method Based on Zernike Moments and Steady Genetic Algorithms[J]. Journal of Electronics & Information Technology, 2005, 27(6): 924-927.

A Remote Sensing Images Matching Method Based on Zernike Moments and Steady Genetic Algorithms

  • Received Date: 2004-01-17
  • Rev Recd Date: 2004-04-26
  • Publish Date: 2005-06-19
  • In this paper, a remote sensing images matching method based on Zernike moments and steady genetic algorithms is proposed. Genetic algorithms, which are rapid and efficient in global finding optima, are used to match the images. Considering rotation distortion, the Zernike moments of remote sensing images are used as similarity measurements. The results confirm the proposed algorithm can overcome the distortion of images and improve the efficiency while guarantee the accuracy.
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  • Emery W J, Brown J, Nowak Z P. AVHRR image navigation:summary and review. Photogrammetry Eng. Remote Sensing,1989, 55(8): 1175- 1183.[2]Wang W H, Chen Y C. Image registration by control points pairing using invariant properties of line segments[J].Pattern Recognition Letters.1997, 18(3):269-[3]Hu M K. Visual pattern recognition by moment invariants. IRE Trans. of Information Theory, 1962, IT-8: 179- 187.[4]Khotanzad A, Hong Y H. Invariant image recognition by Zernike moments[J].IEEE Trans. on Pattern Analysis. Machine Intelligence.1990, 12(5):489-[5]Prokop R J, Reeves A P. A survey of moment-based techniques for unoccluded object representation and recognition[J].Graphical Models Image Processing.1992, 54(5):438-[6]Sharma R K, Pavel M. Multisensor image registration. Proc.Society for Information Display, 1997, ⅩⅩⅤⅢ: 951 - 954.[7]Starink J P P, Baker E. Finding point correspondence using simulated annealing[J].Pattern Recognition.1995, 28(2):231-[8]Sawhney H S, Kumar R. True multi-image alignment and its applications to mosaicing and lens distortion correction[J].IEEE Trans. on Pattern Analysis and Machine Intelligence.1999, 21(3):235-[9]Vavak F, Fogarty T. Comparison of Steady State and Generational Genertic Algorithms for use in Nonstationary Environments. Proc.of the 1996 IEEE Conference on Evolutionary Computation,IEEE Press, Nagoya, Japan, 1996:192 - 195.[10]Holland J H. Adaptation in Natural and Artificial System, Ann Arbor: University of Michigan Press, 1975:30 - 58.[11]种劲松,王宏崎,周孝宽.自然数编码遗传算法在图像相关匹配中的应用[J].电子与信息学报.2001,23(7):644-649浏览
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