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A Method of Line Matching Based on Feature Points

机译:一种基于特征点的线匹配方法

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This paper proposes a method for line matchingbased on invariance of feature points. Firstly, feature pointsare roughly matched by Normalized Cross Correlation(NNC) and Average of Square Difference (ASD).Additionally, feature points obtained from the two views aregrouped into matched point pairs. Finally, curve segmentsbetween matched point pairs are matched by dynamicprogramming algorithm with edge potential functions (EPF)taken as the measure. The proposed method makes full useof feature points, the relationship between feature pointsand the curve, and space information of the gray image.
机译:提出了一种基于特征点不变性的线匹配方法。首先,将特征点通过归一化互相关(NNC)和均方差(ASD)进行粗略匹配;此外,将从两个视图获得的特征点分组为匹配点对。最后,通过动态编程算法对匹配点对之间的曲线段进行匹配,并以边缘势函数(EPF)作为度量。该方法充分利用了特征点,特征点与曲线的关系以及灰度图像的空间信息。

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