自动目标识别(ATR)算法评估研究综述

摘要

Performance evaluation of Automatic Target Recognition ( ATR) algorithm is one of the key technologies in ATR research,which has become a hot topic of this area. Based on extensive investigation of published literatures, the current situation of domestic and foreign studies on the performance evaluation of ATR are summarized, the commonly used evaluation indexes and typical evaluation methods are analyzed in detail. Furthermore, the advantages and disadvantages of each index are analyzed, and the scope of application for the typical evaluation methods is discussed. At last, some conclusions are given and the problems needed to be solved are indicated.%自动目标识别(ATR)算法评估是ATR研究领域的一项关键技术,已成为近年来该领域的一个热门课题.从ATR算法评估的国内外研究现状开始,对其常用的评估指标、典型的评估方法等进行了较为全面的分析和综述,在此基础上,比较了各种指标的优缺点,讨论了典型方法的适用范围,给出了主要研究结论,并提出了需要进一步解决的问题.