Spaceborne Compact Polarimetric Synthetic Aperture Radar for Ship Detection
-
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。Abstract: 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.
-
Key words:
- SAR /
- Polarimetric SAR /
- Compact Polarimetric SAR /
- Spaceborne SAR /
- Ship detection
-
[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.
点击查看大图
计量
- 文章访问数: 2619
- HTML全文浏览量: 457
- PDF下载量: 1015
- 被引次数: 0