Volume 5 Issue 6
Jan.  2017
Turn off MathJax
Article Contents
Ji Kefeng, Wang Haibo, Leng Xiangguang, Xing Xiangwei, Kang Lihong. Spaceborne Compact Polarimetric Synthetic Aperture Radar for Ship Detection[J]. Journal of Radars, 2016, 5(6): 607-619. doi: 10.12000/JR16083
Citation: Ji Kefeng, Wang Haibo, Leng Xiangguang, Xing Xiangwei, Kang Lihong. Spaceborne Compact Polarimetric Synthetic Aperture Radar for Ship Detection[J]. Journal of Radars, 2016, 5(6): 607-619. doi: 10.12000/JR16083

Spaceborne Compact Polarimetric Synthetic Aperture Radar for Ship Detection

DOI: 10.12000/JR16083
Funds:

The National Natural Science Foundation of China (61372163,61331015,61601035)

  • Received Date: 2016-07-01
  • Rev Recd Date: 2016-11-01
  • Publish Date: 2016-12-28
  • Spaceborne Compact Polarimetric Synthetic Aperture Radar (CP SAR) is a new form of SAR, which has intrinsic advantages in maritime surveillance because it can obtain relatively rich polarimetric information of targets with wide swath.First, the basic modes and the development of a spaceborne CP SAR system are introduced in this paper with respect to ship detection applications.Second, typical methods of spaceborne CP SAR information processing are reviewed.Third, the attributes of frequently used methods for spaceborne CP SAR ship detection are analyzed and compared in depth.Fourth, the results of our research on spaceborne CP SAR ship detection are given.Finally, suggestions for further research on spaceborne CP SAR ship detection are proposed.

     

  • loading
  • [1]
    邢相薇,计科峰,康利鸿,等.HRWS SAR图像舰船目标监视技术研究综述.雷达学报,2015,4(1):107-121.Xing Xiang-wei,Ji Ke-feng,Kang Li-hong,et al..Review of ship surveillance technologies based on high-resolution wide-swath synthetic aperture radar imaging.Journal of Radars,2015,4(1):107-121.
    [2]
    郭睿.极化SAR处理中若干问题的研究.,西安电子科技大学,2012.Guo Rui.Study on several problems in polarimetric SAR processing.,Xidian University,2012.
    [3]
    杨汝良,戴博伟,李海英.极化合成孔径雷达极化层次和系统工作方式.雷达学报,2016,5(2):132-142.Yang Ru-liang,Dai Bo-wei,and Li Hai-ying.Polarization hierarchy and system operating architecture for polarimetric synthetic aperture radar.Journal of Radars,2016,5(2):132-142.
    [4]
    张红,谢镭,王超,等.简缩极化SAR数据信息提取与应用.中国图象图形学报,2013,18(9):1065-1073.Zhang Hong,Xie Lei,Wang Chao,et al..Information extraction and application of compact polarimetric SAR data.Journal of Image and Graphics,2013,18(9):1065-1073.
    [5]
    Mascolo L,Lopez-Sanchez J M,Vicente-Guijalba F,et al..Retrieval of phenological stages of onion fields during the first year of growth by means of C-band polarimetric SAR measurements.International Journal of Remote Sensing,2015,36(12):3077-3096.
    [6]
    Sivasankar T,Srivastava H S,Sharma P K,et al..Study of hybrid polarimetric parameters generated from Risat-1 SAR data for various land cover targets.International Journal of Advancement in Remote Sensing,GIS And Geography,2015,3(1):32-42.
    [7]
    Aghabalaei A,Ebadi H,and Maghsoudi Y.Forest cover classification using compact polarimetry data.Journal of Geomatics Science and Technology,2016,5(3):1-14.
    [8]
    Xie L,Zhang H,Li H,et al..A unified framework for crop classification in southern China using fully polarimetric,dual polarimetric,and compact polarimetric SAR data.International Journal of Remote Sensing,2015,36(14):3798-3818.
    [9]
    Zhang X,Dierking W,Zhang J,et al..Retrieval of the thickness of undeformed sea ice from C-band compact polarimetric SAR images.The Cryosphere,2016.DOI: 10.5194/tc-10-1529-2016.
    [10]
    Collins M J,Denbina M,Minchew B,et al..On the use of simulated airborne compact polarimetric SAR for characterizing oil-water mixing of the deepwater horizon oil spill.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2015,8(3):1062-1077.
    [11]
    Shirvany R,Chabert M,and Tourneret J Y.Ship and oil-spill detection using the degree of polarization in linear and hybrid/compact dual-pol SAR.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2012,5(3):885-892.
    [12]
    Yin J and Yang J.Ship detection by using the M-Chi and M-Delta decompositions.2014 IEEE International Geoscience and Remote Sensing Symposium (IGARSS),Quebec City,Canada,2014:2738-2741.
    [13]
    Atteia G and Collins M.Ship detection performance assessment for simulated RCM SAR data.IGARSS 2014 IEEE International,Quebec City,Canada,2014:553-556.
    [14]
    Yin J,Yang J,and Zhang X.On the ship detection performance with compact polarimetry.IEEE Radar Conference (RADAR),Kansas City,MO,USA,2011:675-680.
    [15]
    Li H,Perrie W,He Y,et al..Target detection on the ocean with the relative phase of compact polarimetry SAR.IEEE Transactions on Geoscience and Remote Sensing,2013,51(6):3299-3305.
    [16]
    Dabboor M and Geldsetzer T.On the classification of sea ice types using simulated radarsat constellation mission (RCM) compact polarimetric SAR parameters.ASPRS Annual Conference,Louisville,Kentucky,USA,2014.
    [17]
    Yin J J,Yang J,and Zhou Z S.New parameters in compact polarimetry for ocean target detection.2013 IET International Radar Conference,Xi'an,China,2013:1-6.
    [18]
    Souyris J C,Imbo P,Fjrtoft R,et al..Compact polarimetry based on symmetry properties of geophysical media:The p/4 mode.IEEE Transactions on Geoscience and Remote Sensing,2005,43(3):634-646.
    [19]
    Stacy N and Preiss M.Compact polarimetric analysis of X-band SAR data.EUSAR 2006,Dresden,Germany,2006:1-4.
    [20]
    Raney R K.Dual-polarized SAR and stokes parameters.IEEE Geoscience and Remote Sensing Letters,2006,3(3):317-319.
    [21]
    Raney R K.Hybrid-polarity SAR architecture.IEEE Transactions on Geoscience and Remote Sensing,2007,45(11):3397-3404.
    [22]
    Charbonneau F J,Brisco B,Raney R K,et al..Compact polarimetry overview and applications assessment.Canadian Journal of Remote Sensing,2010,36(Sup.2):S298-S315.
    [23]
    谢镭.简缩极化SAR图像分解及分类技术研究.,中国科学院大学,2014.Xie Lei.Decomposition and classification for compact polarimetric SAR images.,University of Chinese Academy of Science.
    [24]
    Spudis D B J,Butler B,Carter L,et al..Result of the mini-SAR imaging RADAR,Chandrayyaan-1 mission to the Moon.41st Lunar and Planetary Science Conference,The Woodlands,TX,USA,2010.
    [25]
    Misra T,Rana S S,Bora V H,et al..SAR Payload of Radar Imaging Satellite (RISAT) of ISRO.EUSAR 2006,Dresden,Germany,2006:1-4.
    [26]
    Rosenqvist A,Shimada M,Suzuki S,et al..Operational performance of the ALOS global systematic acquisition strategy and observation plans for ALOS-2 PALSAR-2.Remote Sensing of Environment,2014,155(4):3-12.
    [27]
    Raney R K.DESDynI adopts hybrid polarity SAR architecture.2009 IEEE Radar Conference,Pasadena,CA,USA,2009:1-4.
    [28]
    Nord M E,Ainsworth T L,Lee J S,et al..Comparison of compact polarimetric synthetic aperture radar modes.IEEE Transactions on Geoscience and Remote Sensing,2009,47(1):174-188.
    [29]
    Collins M J,Denbina M,and Atteia G.On the reconstruction of quad-pol SAR data from compact polarimetry data for ocean target detection.IEEE Transactions on Geoscience and Remote Sensing,2013,51(1):591-600.
    [30]
    Li Y,Zhang Y,Chen J,et al..Improved compact polarimetric SAR Quad-pol reconstruction algorithm for oil spill detection.IEEE Geoscience and Remote Sensing Letters,2014,11(6):1139-1142.
    [31]
    Reigber A,Neumann M,Ferro-Famil L,et al..Multi-baseline coherence optimisation in partial and compact polarimetric modes.2008 IEEE International Geoscience and Remote Sensing Symposium,Boston,MA,USA,2008,2:597-600.
    [32]
    Lee J S,Pottier E著.洪文,李洋,尹嫱,等译.极化雷达成像基础与应用.北京:电子工业出版社,2013.Lee J S,Pottier E.Polarimetric Radar Imaging:From Basic to Applications.Beijing:Publishing House of Electronics Industry,2013.
    [33]
    Raney R K,Cahill J T S,Patterson G W,et al..Characterization of lunar craters using m-chi decompositions of mini-RF radar data.43rd Lunar and Planetary Science Conference,The Woodlands,TX,USA,2012:2676.
    [34]
    Guo R,Liu Y B,Wu Y H,et al..Applying H/a decomposition to compact polarimetric SAR.IET Radar,SonarNavigation,2012,6(2):61-70.
    [35]
    刘萌,张红,王超.基于简缩极化数据的三分量分解模型.电波科学学报,2012,27(2):365-371.Liu Meng,Zhang Hong,and Wang Chao.Three-component scattering model for compact ploarimetric SAR data.Chinese Journal of Radio Science,2012,27(2):365-371.
    [36]
    Cloude S R,Goodenough D G,and Chen H.Compact decomposition theory.IEEE Geoscience and Remote Sensing Letters,2012,9(1):28-32.
    [37]
    Shirvany R.Estimation of the degree of polarization in polarimetric SAR imagery:Principles and applications.,University of Toulouse,2012.
    [38]
    Denbina M and Collins M J.Iceberg detection using compact polarimetric synthetic aperture radar.Atmosphere-Ocean,2012,50(4):437-446.
    [39]
    Atteia G E and Collins M J.On the use of compact polarimetry SAR for ship detection.ISPRS Journal of Photogrammetry and Remote Sensing,2013,80:1-9.
    [40]
    Atteia G and Collins M.Ship detection performance using simulated dual-polarization RADARSAT constellation mission data.International Journal of Remote Sensing,2015,36(6):1705-1727.
    [41]
    Liu C and Meek A.Likelihood ratio test polarimetric SAR ship detection application.Defence Research and Development Canada Ottawa (ONTARIO),2005.
    [42]
    Zhang B,Li X,Perrie W,et al..Marine oil slick and platform detection by compact polarimetric synthetic aperture radar.2016 IEEE International IGARSS,Beijing,China,2016:4031-4034.
    [43]
    Yin J,Yang J,Zhou Z S,et al..The extended bragg scattering model-based method for ship and oil-spill observation using compact polarimetric SAR.IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2015,8(8):3760-3772.
    [44]
    Allah A and Mohamed G E.On the use of hybrid compact polarimetric SAR for ship detection.Canada,University of Calgary,2014.
    [45]
    Michael Denbina.Iceberg detection using compact polarimetric synthetic aperture radar.Canada,University of Calgary,2014.
    [46]
    Xu L,Zhang H,Wang C,et al..A feature-based ship detection method for compact polarization SAR image.Proceedings of EUSAR 2016:11th European Conference on Synthetic Aperture Radar,Hamburg,Germany,2016.
    [47]
    王海波.基于星载简缩极化SAR的海上舰船目标检测方法研究.,国防科技大学,2016.Wang Haibo.Research on the methods of maritime ship detection based on spaceborne copmact polorimetric SAR imagery.,National University of Defense Technology,2016.
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索
    Article views(2799) PDF downloads(1031) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint