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景象匹配置信度计算方法的实验分析
Experimental analyzing on calculation of confidence level for image matching
【摘要】 介绍了一种基于图像像元独立性和空间非相关性假设条件下的置信度计算方法 ,并进行了真实数据的实验 ,分析了计算的准确性。结果表明计算置信度大小可以较准确判断景象匹配定位结果是否正确 ,在置信度小于 0 .5或接近 1.0条件下尤其如此 ,但置信度大于 0 .5和小于 0 .99条件下景象匹配定位结果具有不确定性 ,探讨了解决此问题的方法和途径。
【Abstract】 Calculation of confidence level for image matching is introduced, which is based on the assumption that image pixels are independent each other and no spatial correlation is in the scene. A large number of tests on the real sensed image has been implemented to estimate the accuracy of calculation. It shows that the value of the confidence level can be used to judge the credibility of matching result, especially when the confidence level is close to 1.0 or less than 0.5, however the matching position is uncertainty when the confidence level is higher than 0.5 and less than 0.99. Further more, how to improve the estimation accuracy of the confidence level is discussed.
- 【文献出处】 红外与激光工程 ,Infrared and Laser Engineering , 编辑部邮箱 ,2002年05期
- 【分类号】TP391.4
- 【被引频次】12
- 【下载频次】253