基于假设检验技术的匹配可信度分析方法
Matching Confidence Analysis Method Based on Tests of Hypotheses
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摘要: 匹配可信度是分析图像匹配质量的主要指标.以数理统计中的假设检验方法为手 段,以相似性度量值为检验用统计量,确定在一定的检验显著性水平下图像匹配可信度的假 设检验结果.针对大量实际图像的实验结果证实了该方法在确定图像匹配可信度方面的有效 性.Abstract: Matching confidence is an important element for evaluating image matching quality. In this paper, a method is presented which uses the technique of tests of hypotheses to determine image matching confidence under a certain testing level. Here, we use similarity measurement values to be the statistics. Experimental results with large real images prove the effectiveness of the method to determine image matching confidence.
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Key words:
- Image matching /
- matching reliability /
- hypothesis test
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