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基于样条小波和混合遗传算法的多源图像自动配准算法
An algorithm for multi-source image automatic registration based on B-spline wavelet and hybrid genetic algorithm
【摘要】 为实现图像自动配准,需要确定初始变换参数,为此提出图像特征线和图像特征圆的概念,基于仿射变换模型,推导了确定图像自动配准初始参数的算法,并基于B样条小波和混合遗传算法求取最终的多源图像配准参数.实验结果表明,该算法可实现图像的自动配准,证明了该算法的有效性.
【Abstract】 Initial transform parameters must be confirmed firstly to realize automatic image registration.The conceptions of image character line and image character circle were defined,and the algorithm determining initial parameters of automatic image registration was derived based on affine transform model.B-spline wavelet and hybrid genetic algorithm were used to work out the final multi-source image registration parameters.Experiments show that the proposed algorithm can realize automatic image registration,which verifies the effectiveness of the algorithm.
【关键词】 图像自动配准;
B样条小波;
混合遗传算法;
仿射变换;
【Key words】 automatic image registration; B-spline wavelet; hybrid genetic algorithm; affine transform;
【Key words】 automatic image registration; B-spline wavelet; hybrid genetic algorithm; affine transform;
【基金】 国家自然科学基金资助项目(60772159)
- 【文献出处】 大连海事大学学报 ,Journal of Dalian Maritime University , 编辑部邮箱 ,2009年01期
- 【分类号】TP391.41
- 【被引频次】1
- 【下载频次】197