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Volume 26 Issue 5
May  2004
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Chen An-jun, Chen Wei, Mao Shi-yi. An Image Edge Based Algorithm for Multisensor Image Registration[J]. Journal of Electronics & Information Technology, 2004, 26(5): 679-684.
Citation: Chen An-jun, Chen Wei, Mao Shi-yi. An Image Edge Based Algorithm for Multisensor Image Registration[J]. Journal of Electronics & Information Technology, 2004, 26(5): 679-684.

An Image Edge Based Algorithm for Multisensor Image Registration

  • Received Date: 2002-12-03
  • Rev Recd Date: 2003-05-29
  • Publish Date: 2004-05-19
  • Image registration is an very important technology in multisensor image fusion. There is little correlation among multisensor images, especially images with different bands. It is very difficult to matching these images. Among some images which can be described in affine model, edge is a very obvious character. In this article, wavelet analysis is used to extract image edge, then correlative deviation is calculated. When correlative deviation reaches the minor, the image registration parameters are obtained. The processing of SPOT and TM images demonstrates the efficacy of the proposed method.
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  • Brown L G. A survey of inage registration techniques[J].ACM Computing Surveys.1992, 24(4):325-376[2]Hui Li, Manjunath B S. A contour-based approach to multisensor image registration. IEEE Trans. on Image Processing, 1995, IP-4(3): 320-334.[3]Jun-Wei Hsieh. Image registration using a new edge-based approach[J].Computer Vision and Image Understanding.1997, 67(2):112-130[4]Mallat S. Singularity detection and processing with wavelets[J]. IEEE Trans. on Information Theory, 1992, IT-38(2): 617-643.[5]Mallat S. Characterization of signals from multiscale edges[J].IEEE Trans. on Pattern Analysis Machine Intelligence.1992, 14(7):710-732[6]王东峰.多模态图像配准和大型图像配准.[博士论文],北京:中国科学院电子学研究所,2002.
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