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基于EMD度量的图像匹配技术
Algorithm of image registration based on EMD
【摘要】 图像匹配是图像处理中的一项重要技术,在许多领域都有广泛的应用。简单地说,它就是找到两幅不同图像之间的空间位置关系。对一种衡量图像之间相似性的推土机距离EMD度量做了介绍,提出了一种基于EMD度量的图像匹配方法。实验结果表明,运用此种技术进行图像匹配相对一些其它的图像匹配方法有更好的效果。
【Abstract】 Image matching is considered as an important technology in image processing, and it has lots of applications. Simply put, its goal is to find out the spatial relationship between two different images. The conception of earth mover’s distance (EMD) is introduced, which can weigh comparability between two images, then a method is constructed to match image based on EMD. Experimental results indicate that image matching using this algorithm has good performance, when it is compared with other algorithms.
【关键词】 图像匹配;
相似性度量;
推土机距离;
特征点;
小波变换;
【Key words】 image matching; comparability measurement; EMD; feature point; wavelet transfer;
【Key words】 image matching; comparability measurement; EMD; feature point; wavelet transfer;
- 【文献出处】 计算机工程与设计 ,Computer Engineering and Design , 编辑部邮箱 ,2008年11期
- 【分类号】TP391.41
- 【被引频次】7
- 【下载频次】572