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Proceedings Paper

Image registration method based on evolutionary modeling with constraints
Author(s): Zongyue Wang; Hongchao Ma; Jianwei Zhang; Zhangcan Huang; Jianwei Wu; Honggen Xu
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Paper Abstract

Considering the deficiency of mapping model in traditional image registration, a new image registration method based on evolutionary modeling is proposed in this paper. Multi Expression Programming has been used as modeling tool to build mapping model. To avoid over fitting and improve actual effective, constraints of the mapping function's slope and curvature were added during modeling process. SAR image and optical image rectifying experiment is given in the last. The experiment result indicated that the evolutionary model has high precision for image registration. This method is fit for image registration.

Paper Details

Date Published: 15 November 2007
PDF: 9 pages
Proc. SPIE 6786, MIPPR 2007: Automatic Target Recognition and Image Analysis; and Multispectral Image Acquisition, 678630 (15 November 2007); doi: 10.1117/12.749751
Show Author Affiliations
Zongyue Wang, Wuhan Univ. (China)
Jimei Univ. (China)
Hongchao Ma, Wuhan Univ. (China)
Jianwei Zhang, Wuhan Univ. (China)
Zhangcan Huang, Wuhan Univ. of Technology (China)
Jianwei Wu, Wuhan Univ. (China)
Honggen Xu, Wuhan Univ. (China)


Published in SPIE Proceedings Vol. 6786:
MIPPR 2007: Automatic Target Recognition and Image Analysis; and Multispectral Image Acquisition

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