An Area Based Image Matching Algorithm and Its Implementation

G. Yue, Yu Xu
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Abstract

Aiming at the problems of the global image matching, an area based on image matching algorithm is presented. In the paper, the principle of area based image matching is given firstly and the algorithm is analyzed in detail. In the algorithm, in order to diminish the influence of the segmentation to image matching, color key feature points are chosen as the feature of image and weighted distance measurement are used to achieve the coarse image matching and get candidate locations. Dominant color extraction to candidate locations according to human vision, the final result is achieved by precise matching which is measured by color measurement. A large number of experimental results demonstrate the feasibility and efficiency of the algorithm.
一种基于区域的图像匹配算法及其实现
针对图像全局匹配的问题,提出了一种基于区域的图像匹配算法。本文首先给出了基于区域的图像匹配原理,并对算法进行了详细的分析。在该算法中,为了减小分割对图像匹配的影响,选择颜色关键特征点作为图像的特征,利用加权距离测量实现图像的粗匹配,得到候选位置。根据人的视觉对候选位置进行主色提取,通过颜色测量进行精确匹配得到最终结果。大量的实验结果证明了该算法的可行性和有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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