An image mosaic method based on interest points matching

An image mosaic method based on interest points matching
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DOI:
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发表时间:
2006
期刊:
Journal of Computer Applications
影响因子:
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通讯作者:
Feng Zong-zhe
Feng Zong-zhe
中科院分区:
其他
文献类型:
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作者:
Feng Zong-zhe

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针对特征点配准方法中难以提取出对应的特征点对的问题,提出了一种基于兴趣点匹配的图像拼接方法。首先利用Harris角点检测器提取两幅图像的兴趣点,然后利用比较极大值算法得到相应的兴趣点特征对;最后利用相应的特征对对图像进行拼接。实验表明,该算法能有效避免伪兴趣点对特征的影响,同时降低了伪匹配的可能性。该算法可以成功地应用于全景图像。
Since the corresponding pair of feature points was difficult to be extracted in feature points registration methods, an image mosaic method based on interest point matching was presented. Firstly, the interest points from two images were extracted by Harris corner detector, then the corresponding interest point pair of features were got by comparison maximum algorithm. At last the images could be stitched by the corresponding pair of features.The experiments show that this algorithm can efficiently avoid the affect of false interest point pair of features, reducing the likelihood of false matching at the same time. This algorithm can be applied in panoramic images successfully.