The adaptive SAR ATR problem set (AdaptSAPS)

被引:8
作者
Wise, AR [1 ]
Fitzgerald, D [1 ]
Ross, TD [1 ]
机构
[1] Jacobs Sverdrup ASG, COMPASE Ctr, AFRL, Wright Patterson AFB, OH 45433 USA
来源
ALGORITHMS FOR SYNTHETIC APERTURE RADAR IMAGERY XI | 2004年 / 5427卷
关键词
problem set; adaptive systems; ATR; SAR;
D O I
10.1117/12.542131
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A strong and growing interest in systems that adapt to changing circumstances was evident in panel discussions at the "Algorithms for SAR Imagery" Conference of the AeroSense Symposium in April 2003, with DARPA, Air Force, industry and academia participation. As a result, Conference Co-Chair Mr. Ed Zelnio suggested producing a dynamic model to create problem sets suitable for adaptive system research and development. Such a problem set provides a framework for the overall problem, including organization of operating conditions, performance measures and specific test cases. It is hoped that this AdaptSAPS framework will help provide the community with a more concrete base for discussing adaptation in SAR imagery exploitation. AdaptSAPS Version 1.0 was produced by the AFRL COMPASE and SDMS organizations and posted on 5 August 2003. AdaptSAPS consists of over a dozen MatLab programs that allow the user to create "missions' with SAR data of varying complexities and then present that test data one image at a time, first as unexploited imagery and then later with the exploitation results that an ATR could use for adaptation in an operational environment. AdaptSAPS keeps track of performance results and reports performance measures. This paper describes AdaptSAPS - its application process and possible improvements as a problem set.
引用
收藏
页码:366 / 375
页数:10
相关论文
共 3 条
[1]  
Ross T. D., 2002, P SPIE, V4727
[2]  
Ross T. D., 1999, P SPIE, V3721
[3]  
ROSS TD, 2004, P SPIE, V5427