自动目标识别算法性能评价的一种方法  

A METHOD OF AUTOMATIC TARGET RECOGNITION ALGORITHM PERFORMANCE EVALUATION

作　　者：熊艳 张桂林[1] 彭嘉雄[1] 

机构地区：[1]华中理工大学图象识别与人工智能研究所

出　　处：《自动化学报》1996年第2期192-196,共5页Acta Automatica Sinica

基　　金：航天技术研究基金

摘　　要：研究了自动目标识别（ＡＴＲ）算法性能评价方法．从象质评价的角度讨论了图象质量的统计描述方法，给出了１２个与ＡＴＲ系统性能有关的图象质量指标．提出了一种基于响应函数模型的评价ＡＴＲ算法性能的系统化的新方法，建立了一个模块式的集测试、分析、评价于一体的ＡＴＲ算法性能评价系统的方案，并采用这种方案对两种ＡＴＲ算法的性能进行了分析与评价，从而对该方案的可行性进行了论证．A research on the performance evaluation of automatic target recognition(ATR)algorithms has been done. 12 kinds of image metrics related to ATR performance were choosen under the law of image quality description. And then a systematic approach based on response surface model for the scientific evaluatipn of ATR algorithm performance was presented. And also we provide a modular project of ATR evaluation system with many of needed capabilities for rapid testing, analysis and evaluation and data reduction. Finally, we do a comparative study for the performance of two kinds of ATR algorithms to prove its feasibility.

关 键 词：ATR算法 性能评价 图象识别 目标识别 

分 类 号：TP391.41[自动化与计算机技术—计算机应用技术]