星载简缩极化SAR船舶目标检测技术研究

计科峰 王海波 冷祥光 邢相薇 康利鸿

计科峰, 王海波, 冷祥光, 邢相薇, 康利鸿. 星载简缩极化SAR船舶目标检测技术研究[J]. 雷达学报, 2016, 5(6): 607-619. doi: 10.12000/JR16083
引用本文: 计科峰, 王海波, 冷祥光, 邢相薇, 康利鸿. 星载简缩极化SAR船舶目标检测技术研究[J]. 雷达学报, 2016, 5(6): 607-619. doi: 10.12000/JR16083
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

星载简缩极化SAR船舶目标检测技术研究

doi: 10.12000/JR16083
基金项目: 

国家自然科学基金(61372163,61331015,61601035)

详细信息
    作者简介:

    计科峰(1974-),男,陕西长武人,博士,国防科学技术大学副教授,硕士生导师,主要研究方向为SAR图像处理、判读解译、目标识别及海洋监视应用。E-mail:jikefeng@nudt.edu.cn;冷祥光(1991-),男,江西修水人,2015年毕业于国防科学技术大学摄影测量与遥感专业,获得工学硕士学位,现在攻读博士学位,主要研究方向为遥感信息处理。E-mail:luckight@163.com;王海波(1982-),男,山东青州人,2016年毕业于国防科学技术大学电子与通信工程领域,获得工程硕士学位,主要研究方向为遥感信息处理。E-mail:wjmsn@qq.com

    通讯作者:

    计科峰jikefeng@nudt.edu.cn

Spaceborne Compact Polarimetric Synthetic Aperture Radar for Ship Detection

Funds: 

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

  • 摘要: 作为一种新兴的星载极化SAR系统,星载简缩极化(Compact Polarimetric)SAR能同时获取目标较丰富的极化信息和实现大幅宽观测,在海洋观测领域具有先天的优势。该文针对星载简缩极化SAR海上船舶目标检测应用,首先简要介绍了星载简缩极化SAR系统基本模式及发展,其次综述了典型的星载简缩极化SAR信息处理方法,在此基础上,重点分析比较了目前常用的星载简缩极化SAR船舶目标检测方法的特点,然后给出了作者研究小组在星载简缩极化SAR船舶目标检测方面的部分研究结果,最后分析展望了进一步研究方向。

     

  • [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
计量
  • 文章访问数:  1737
  • HTML全文浏览量:  301
  • PDF下载量:  935
  • 被引次数: 0
出版历程
  • 收稿日期:  2016-07-01
  • 修回日期:  2016-11-01

目录

    /

    返回文章
    返回