Robust automatic target detection/recognition system for second generation FLIR imagery

被引：1
|
作者：
Zhao, HB [1 ]
Shah, S [1 ]
Choi, JH [1 ]
Nair, D [1 ]
Aggarwal, JK [1 ]
机构：
[1] Univ Texas, Dept Elect & Comp Engn, Comp & Vis Res Ctr, Austin, TX 78712 USA
来源：
FOURTH IEEE WORKSHOP ON APPLICATIONS OF COMPUTER VISION - WACV'98, PROCEEDINGS | 1998年
关键词：
D O I：
10.1109/ACV.1998.732898
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Automatic target detection and recognition (ATD/R) is of crucial interest to the defense community. We present a robust ATD/R system developed at the CVRC at UT-Austin for recognition in second generation forward looking infrared (FLIR) images. An experiment conducted on 1,930 FLIR images shows that this ATR system can achieve recognition with a high degree of accuracy and a low false alarm rate. This demo first presents a brief overview of the whole methodology, then shows the detailed procedures and temporary outputs step by step, by running this ATR system on typical low-contrast FLIR images. Results and examples are presented at the end of the demonstration.
引用
收藏
页码：262 / 263
页数：2
相关论文
共 50 条
  • [1] Robust automatic target recognition in second generation FLIR images
    Nair, D
    Aggarwal, JK
    THIRD IEEE WORKSHOP ON APPLICATIONS OF COMPUTER VISION - WACV '96, PROCEEDINGS, 1996, : 194 - 201
  • [2] Robust Automatic Target Recognition in FLIR imagery
    Soyman, Yusuf
    AUTOMATIC TARGET RECOGNITION XXII, 2012, 8391
  • [3] A robust target tracking algorithm for FLIR imagery
    Chan, Alex Lipchen
    AUTOMATIC TARGET RECOGNITION XX; ACQUISITION, TRACKING, POINTING, AND LASER SYSTEMS TECHNOLOGIES XXIV; AND OPTICAL PATTERN RECOGNITION XXI, 2010, 7696
  • [4] A Neural Network based target detection system for FLIR imagery
    Dwan, CM
    Der, SZ
    APPLICATIONS OF ARTIFICIAL NEURAL NETWORKS IN IMAGE PROCESSING III, 1998, 3307 : 14 - 21
  • [5] Efficient target detection in cluttered FLIR imagery
    Khan, JF
    Alam, MS
    Optical Pattern Recognition XVI, 2005, 5816 : 39 - 53
  • [6] Automatic target recognition of cluttered FLIR imagery using multistage feature extraction and feature repair
    Rizvi, SA
    Nasrabadi, NM
    APPLICATIONS OF ARTIFICIAL NEURAL NETWORKS IN IMAGE PROCESSING VII, 2003, 5015 : 1 - 10
  • [7] TARGET TRACKING AND TARGET DETECTION IN TV- AND FLIR-IMAGERY.
    Bohner, M.
    AGARD Conference Proceedings, 1980, : 1 - 31
  • [8] Robust automatic target tracking based on a Bayesian ego-motion compensation framework for airborne FLIR imagery
    del-Blanco, Carlos R.
    Jaureguizar, Fernando
    Garcia, Narciso
    Salgado, Luis
    AUTOMATIC TARGET RECOGNITION XIX, 2009, 7335
  • [9] A Knowledge-Based Technique for Robust Recognition of Bridges in FLIR Imagery
    Shahzad, Danish
    Abdulaziz, M. Ali
    Nawaz, Rab
    Mumtaz, Adeel
    PROCEEDINGS OF 2018 15TH INTERNATIONAL BHURBAN CONFERENCE ON APPLIED SCIENCES AND TECHNOLOGY (IBCAST), 2018, : 353 - 356
  • [10] Target detection in FLIR imagery using independent component analysis
    Sadeque, A. Z.
    Alam, M. S.
    AUTOMATIC TARGET RECOGNITION XVI, 2006, 6234
12345