【摘要】 提出一种自动目标检测算法性能的评价方法，设计了一种实景目标背景图像合成方法，由此可以得到满足测试目标检测算法性能的要求且度量参数调整方便的测试图像集，确定了１６个图像质量度量指标，建立了性能评价的响应函数模型，采用因子分析、多元相关回归分析和Ｌｏｇｉｓｔｉｃ回归分析方法，研究算法性能与图像度量的统计关系，实验表明，所提出的目标检测算法性能评价方法是合理的。更多还原

【Abstract】 This paper presents the performance evaluating method for an automatic target detectionalgorithm,In order to meet the requirements of the target detection algorithm and obtain atesting image with an easily modified metric index,an image synthesizing method with realtarget/background is proposed.A performance evaluating model is developed with the re-sponse function modelling method.The statistical relation between the performance of auto-matic target detection algorithms and the image measure is studied using the factor analysis,multivariate correlative regression analysis,and logistic regression analysis,Evaluation results of two target segmentation detection algorithms are given.更多还原