Target Classification Using Passive Radar ISAR Imagery

被引:0
作者
Jarabo-Amores, Pilar [1 ]
Giusti, Elisa [2 ]
Rosa-Zurera, Manuel [1 ]
Bacci, Alessio [2 ]
Capria, Amerigo [2 ]
Mata-Moya, David [1 ]
机构
[1] Univ Alcala, Polytech Sch, Signal Theory & Commun Dept, Campus Univ S-N, Madrid 28805, Spain
[2] CNIT Natl Interuniv Consortium Telecommun, RaSS Natl Lab, Galleria GB Gerace 18, I-56124 Pisa, Italy
来源
2017 EUROPEAN RADAR CONFERENCE (EURAD) | 2017年
关键词
EFFICIENT CLASSIFICATION; BISTATIC ISAR;
D O I
暂无
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
This paper presents a study about the possibility of using Passive Radar ISAR imaging for target classification. Some features are proposed which allow to separate target classes using simple classifiers. Due to the lack of big databases for training and testing, the study is focused on the pre-processing chain to calculate useful features related to the target properties, that are useful for target classification. Features are useful if the values for different classes are separable in the features space. The possibility of designing target classifiers is demonstrated for the first time with Passive Radar ISAR imagery.
引用
收藏
页码:155 / 158
页数:4
相关论文
共 16 条
  • [1] [Anonymous], INT J ADV COMPUTER S
  • [2] [Anonymous], OCEANS 2015 GENOA
  • [3] [Anonymous], INFOCOMP J COMPUT SC
  • [4] IEEE Radar Standards and the Radar Systems Panel
    Bruder, Joseph A.
    [J]. IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE, 2013, 28 (07) : 19 - 22
  • [5] High Range Resolution Multichannel DV8-T Passive Radar
    Conti, M.
    Berizzi, F.
    Martorella, M.
    Mese, E. Dalle
    Petri, D.
    Capria, A.
    [J]. IEEE AEROSPACE AND ELECTRONIC SYSTEMS MAGAZINE, 2012, 27 (10) : 37 - 42
  • [6] del Hoyo P. J., 2015, EUROCON 2015 INT C C, P1
  • [7] A MODEL FOR RADAR IMAGES AND ITS APPLICATION TO ADAPTIVE DIGITAL FILTERING OF MULTIPLICATIVE NOISE
    FROST, VS
    STILES, JA
    SHANMUGAN, KS
    HOLTZMAN, JC
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1982, 4 (02) : 157 - 166
  • [8] Spatial-Range Mean-Shift Filtering and Segmentation Applied to SAR Images
    Jarabo-Amores, Pilar
    Rosa-Zurera, Manuel
    de la Mata-Moya, David
    Vicen-Bueno, Raul
    Maldonado-Bascon, Saturnino
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2011, 60 (02) : 584 - 597
  • [9] Efficient classification of ISAR images
    Kim, KT
    Seo, DK
    Kim, HT
    [J]. IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2005, 53 (05) : 1611 - 1621
  • [10] Langellotti D, 2014, IEEE RAD CONF, P1197, DOI 10.1109/RADAR.2014.6875779