清华大学电子工程系
纸质出版:1996
移动端阅览
[1]刘刚,吴国威.一种在有序图象特征空间中进行查找的快速匹配搜索算法[J].电子学报,1996(01):93-96.
刘刚, 吴国威. A Fast Searching Algorithm Based on Searching in an Orderly Image Feature Space[J]. Acta Electronica Sinica, 1996, (1).
本文提出,在图象匹配的搜索算法中,搜索路线的设计应在基准图的数值特征空间中进行,通过对基准图的数值特征空间进行有序化调整以从全局把握其分布,这样便在很大程度上克服了以往快速搜索算法所固有的局部性的缺点,在有序化特征空间中可以用折半查找法为核心构造新的快速搜索算法。模拟实验的测试结果证明,这种新的搜索算法具有极佳的匹配速度和很好的匹配精度。
This paper proposed that the design of fast search path for image matching should be done right in the feature space of the reference image. By rearranging the feature space into an orderly structure
we can have a global grasp of its distribution.In this way
we are no longer restricted to the local information that traditional fast search algorithms can only rely on
hence the problem of local minima is avoided.In the orderly feature space
binary search can be adopted as the core of a new fast search algorithm.Results from simulated experiments have shown that the new algorithm can yield excellent searching speed and very good matching accuracy.
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