Application of a passive polarimetric infrared sensor in improved detection and classification of targets

被引:12
|
作者
Sadjadi, FA
Chun, CS
机构
[1] Lockheed Martin Corp, Eagan, MN 55121 USA
[2] Phys Innovat Inc, Inver Grove Hts, MN 55076 USA
关键词
False Alarm; False Alarm Rate; Target Detection; Imaging Sensor; Recognition Algorithm;
D O I
10.1023/A:1022611310541
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Automatic detection and recognition of targets by means of passive IR sensors suffer from limitations due to lack of sufficient contrast between the targets and their background, and among the facets of a target. In this paper the results of a suite of polarization-sensitive automatic target detection and recognition algorithms on sets of simulated and real polarimetric IR Imagery are presented. A custom designed Polarimetric IR (PIR) imaging sensor is used for collecting real polarimetric target data-three of the four Stokes parameters under a variety of conditions. Then a set of novel algorithms are designed and tested that uses the target and background Stokes parameters for detection, segmentation and classification of targets. The empirical performance results are obtained in terms of the probabilities of detection, false alarm rate, segmentation accuracy, and recognition probabilities as functions of number of pixels on target, aspect and depression angles and under several background conditions (clutter densities) on the polarimetric and non-polarimetrirc data. These results show that a noticeable improvement over the non-polarimetric ATR can be achieved.
引用
收藏
页码:1541 / 1559
页数:19
相关论文
共 50 条
  • [1] Application of a Passive Polarimetric Infrared Sensor in Improved Detection and Classification of Targets
    Firooz A. Sadjadi
    Cornell S. Chun
    [J]. International Journal of Infrared and Millimeter Waves, 1998, 19 : 1541 - 1559
  • [2] Moving targets detection and localization in passive infrared sensor networks
    Zhang, Zhiqiang
    Gao, Xuebin
    Biswas, Jit
    Wu, Jian Kang
    [J]. 2007 PROCEEDINGS OF THE 10TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION, VOLS 1-4, 2007, : 1589 - +
  • [3] APPLICATION OF ENTROPY CLASSIFICATION METHOD TO THE DETECTION OF SUBSURFACE LINNEAR TARGETS IN POLARIMETRIC GPR DATA
    Yu, Yue
    Chen, Chi-Chih
    Feng, Xuan
    Liu, Cai
    [J]. 2016 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2016, : 7438 - 7441
  • [4] Feasibility of tripwire detection using Infrared Polarimetric Sensor
    Playle, N
    Gaskell, M
    Deas, R
    Rutherford, R
    [J]. DETECTION AND REMEDIATION TECHNOLOGIES FOR MINES AND MINELIKE TARGETS IX, PTS 1 AND 2, 2004, 5415 : 745 - 753
  • [5] Improved feature classification by means of a polarimetric IR imaging sensor
    Sadjadi, F
    Chun, C
    [J]. IGARSS '96 - 1996 INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM: REMOTE SENSING FOR A SUSTAINABLE FUTURE, VOLS I - IV, 1996, : 396 - 398
  • [6] Application Study of the Airborne Polarimetric SAR Calibration Using Passive Point Targets
    Zhang, Lintao
    Hong, Jun
    Meng, Feng
    Hu, Jiwei
    [J]. EPLWW3S 2011: 2011 INTERNATIONAL CONFERENCE ON ECOLOGICAL PROTECTION OF LAKES-WETLANDS-WATERSHED AND APPLICATION OF 3S TECHNOLOGY, VOL 2, 2011, : 442 - 445
  • [7] Polarimetric SAR Targets Detection and Classification with Deep Convolutional Neural Network
    Chen, Si-Wei
    Tao, Chen-Song
    Wang, Xue-Song
    Xiao, Shun-Ping
    [J]. 2018 PROGRESS IN ELECTROMAGNETICS RESEARCH SYMPOSIUM (PIERS-TOYAMA), 2018, : 2227 - 2234
  • [8] Deorientation theory of polarimetric scattering targets and application to terrain surface classification
    Xu, F
    Jin, YQ
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2005, 43 (10): : 2351 - 2364
  • [9] Passive polarimetric IR target classification
    Sadjadi, FA
    Chun, CSL
    [J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 2001, 37 (02) : 740 - 751
  • [10] Experiments in multiple-waveband passive polarimetric and active infrared imaging for material classification
    Brown, Jarrod P.
    Holtsberry, Bryan L.
    Card, Darrell B.
    Short, Daniel J.
    [J]. POLARIZATION: MEASUREMENT, ANALYSIS, AND REMOTE SENSING XIV, 2020, 11412