遥感图像道路信息提取算法研究现状与地震应急应用
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摘要
遥感图像中道路信息的提取是遥感领域的一个研究热点和难点,同时在地震应急中有着重要的应用价值。首先,总结了遥感图像道路信息提取的主要算法;其次,讨论了目前的研究现状及在地震应急应用中的不足;最后,分析了遥感图像道路信息提取在地震应急中的应用前景及需要进一步推进的工作。通过遥感技术提升地震应急处置能力,具有重要的现实应用意义。
Road information extraction in remote sensing images is a hot and difficult research topic in the field of remote sensing,with great application value in earthquake emergency. Firstly,the main remote sensing image road information extraction algorithms are summarized. Subsequently,the current status of research and lack in earthquake emergency applications were discussed. Finally,the application prospects and the need for further advancing work of remote sensing image road information in earthgake emergency were analyzed. With the help of remote sensing technology,earthquake emergency response capabilities would be enhanced,which means important practical application significance.
Road information extraction in remote sensing images is a hot and difficult research topic in the field of remote sensing,with great application value in earthquake emergency. Firstly,the main remote sensing image road information extraction algorithms are summarized. Subsequently,the current status of research and lack in earthquake emergency applications were discussed. Finally,the application prospects and the need for further advancing work of remote sensing image road information in earthgake emergency were analyzed. With the help of remote sensing technology,earthquake emergency response capabilities would be enhanced,which means important practical application significance.
引文
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[2]Dal Poz A P,Zanin R B,do Vale G M.Automated extraction of road network from medium-and high-resolution images[J].Pattern Recognition and Image Analysis,2006,16(2):239-248.
[3]王润,姜彤,Lorenz King,等.20世纪重大自然灾害评析[J].自然灾害学报,2000,9(1):9-15.WANG Run,JIANG Tong,Lorenz King,et al.Review on global natural catastrophes in the 20th century[J].Journal of Natural Disasters,2000,9(1):9-15.(in Chinese)
[4]赵和平.地震应急救援任重道远[J].防灾博览,2009,9(4):8-13.ZHAO Heping.Earthquake emergency rescue has a long way to go[J].Overview of Disaster Prevention,2009,9(4):8-13.(in Chinese)
[5]史文中,朱长青,王昱.从遥感影像提取道路特征的方法综述与展望[J].测绘学报,2001,30(3):257-262.SHI Wenzhong,ZHU Changqing,WANG Yu.Road feature extraction from remotely sensed image:review and prospects[J].Acta Geodaetica et Cartographica Sinica,2001,30(3):257~262.(in Chinese)
[6]Kass M,Witkin A,Terzopoulos D.Snakes:Active contour models[J].International Journal of Computer Vision,1988,1(4):321-331.
[7]Gruen A,Li H.Road extraction from aerial and satellite images by dynamic programming[J].ISPRS Journal of Photogrammetry and Remote Sensing,1995,50(4):11-20.
[8]Vosselman G,de Knecht J.Road tracing by profile matching and Kalman filtering[J].Automatic Extraction of Man-Made Objects from Aerial and Space Images,1995,1:265-274.
[9]Gruen A,Li H.Semi-automatic linear feature extraction by dynamic programming and LSB-snakes[J].Photogrammetric Engineering and Remote Sensing,1997,63(8):985-994.
[10]Heipke C,Englisch A,Speer T,et al.Semi-automatic extraction of roads from aerial images[J].In:International Archives of Photogrammetry and Remote Sensing,1994:353-360.
[11]Mayer H,Laptev I,Baumgartner A,et al.Automatic road extraction based on multi-scale modeling,context,and snakes[J].International Archives of Photogrammetry and Remote Sensing,1997,32(Part 3):106-113.
[12]Baumgartner A,Hinz H.Multi-scale road extraction using local and global grouping criteria[J].International Archives of Photogrammetry and Remote Sensing,2000,33(B3/1;PART 3):58-65.
[13]Mrozek M,Z·Elawski M,Gryglewski A,et al.Homological methods for extraction and analysis of linear features in multidimensional images[J].Pattern Recognition,2012,45(1):285-298.
[14]Trinder J C,Wang Y.Knowledge-based road interpretation in aerial images[J].International Archives of Photogrammetry and Remote Sensing,1998,32:635-640.
[15]朱晓铃,邬群勇.基于高分辨率遥感影像的城市道路提取方法研究[J].资源环境与工程,2009,23(1):296-299.ZHU Xiaoling,WU Qunyong.Study on the method of extracting city roads from the high resolution remote sensing image[J].Recourses Environment&Engineering,2009,23(1):296-299.(in Chinese)
[16]Trinder J C,Wang Y.Automatic road extraction from aerial images[J].Digital Signal Processing,1998,8(4):215-224.
[17]Lobo A,Chic O,Casterad A.Classification of Mediterranean crops with multisensor data:per-pixel versus per-object statistics and image segmmentation[J].International Journal of Remote Sensing,1996,17(12):2385-2400.
[18]Peteri R,Celle J,Ranchin T.Detection and extraction of road networks from high resolution satellite images[J].2003 ICIP.2003,1:301-304.
[19]唐伟,赵书河,王培法.面向对象的高空间分辨率遥感影像道路信息的提取[J].地球信息科学,2008,10(2):257-262.TANG Wei,ZHAO Shuhe,WANG Peifa.Object-oriented road information extraction from high resolution imagery[J].Geo-information Science,2008,10(2):257-262.(in Chinese)
[20]明冬萍,骆剑承,沈占锋,等.高分辨率遥感影像信息提取与目标识别技术研究[J].测绘科学,2005,30(3):18-20.MING Dongping,LUO Jiancheng,SHEN Zhanfeng,et al.Research on information extraction and target recognition from high resolution remote sensing image[J].Science of Surveying and Mapping,2005,30(3):18-20.(in Chinese)
[21]Hinz S,Baumgartner A.Automatic extraction of urban road networks from multi-view aerial imagery[J].ISPRS Journal of Photogrammetry and Remote Sensing,2003,58(1):83-98.
[22]周绍光,刘娟娟,李昊,等.一种从高分辨率遥感影像中分割道路的新方法[J].计算机工程与应用,2011,47(20):159-162.ZHOU Shaoguang,LIU Juanjuan,LI Hao,et al.New method of road segmentation from high-resolution RS imagery[J].Computer Engineering and Applications,2011,47(20):159-162.(in Chinese)
[23]周绍光,刘娟娟,陈仁喜.从高分辨率遥感影像中提取城市道路的新方法[J].计算机工程与应用,2010,46(32):216-219.ZHOU Shaoguang,LIU Juanjuan,CHEN Renxi.New method to extract roads in urban area from high-resolution remote sensing imagery[J].Computer Engineering and Applications,2010,46(32):216-219.(in Chinese)
[24]沈占锋,骆剑承,郜丽静,等.不同尺度下高分辨率遥感影像道路信息提取[J].四川师范大学学报(自然科学版),2009,32(6):812-815.SHEN Zhanfeng,LUO Jiancheng,HAO Lijing,et al.Road information extraction from high-resolution remote sensing image in different research scales[J].Journal of Sichuan Normal University(Natural Science),2009,32(6):812-815.(in Chinese)
[25]洪日昌,吴秀清,刘媛,等.低分辨率遥感影像中道路的全自动提取方法研究[J].遥感学报,2008,12(1):36-45HONG Richang,WU Xiu-qing,LIU Yuan,et al.Research on roads automatic extraction from low resolution remote sensing image[J].Journal of Remote Sensing,2008,12(1):36-45.(in Chinese)
[26]倪翠,叶勤,李博峰,等.基于相位编组的高分辨率遥感影像道路信息提取[J].遥感信息,2008,23(4):45-51.NI Cui,YE Qin,LI Bofeng,et al.Road information extraction in high-resolution remote sensing image based on Phase Classification[J].Remote Sensing Information,2008,23(4):45-51.(in Chinese)
[27]徐天才,杨敏华,姜柱.模糊Hough变换算法在城市道路提取中的应用[J].测绘信息与工程,2012,37(3):34-36.XU Tiancai,YANG Minhua,JIANG Zhu.Extracting urban road with Fuzzy Hough Transform[J].Journal of Geomatics,2012,37(3):34-36.(in Chinese)
[28]Valero S,Chanussot J,Benediktsson J A,et al.Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images[J].Pattern Recognition Letters,2010,31(10):1120-1127.
[29]Shi W,Zhu C.The line segment match method for extracting road network from high-resolution satellite images[J].IEEE Transactions on Geoscience and Remote Sensing,2002,40(2):511-514.
[30]周安发,周家香.一种高分辨率遥感影像道路信息提取方法[J].遥感技术与应用,2012,27(1):94-99.ZHOU Anfa,ZHOU Jiaxiang.A Methodology for road extraction from high resolution remote sensing images[J].Remote Sensing Technology and Application,2012,27(1):94-99.(in Chinese)
[31]李晓峰,张树清,韩富伟,等.基于多重信息融合的高分辨率遥感影像道路信息提取[J].测绘学报,2008,37(2):178-184.LI Xiaofeng,ZHANG Shuqing,HAN Fuwei,et al.Road extraction from high resolution remote sensing images based on multiple information fusion[J].Acta Geodaetica et Cartographica Sinica,2008,37(2):178-184.(in Chinese)
[32]Tupin F,Houshmand B,Datcu M.Road detection in dense areas using SAR imagery and the usefulness of multiple views[J].IEEE Transaction oil Geoscience and Remote Sensing,2002,40(11):2405-2414.
[33]汪闽,骆剑承,周成虎,等.结合高斯马尔可夫随机场纹理模型与支撑向量机在高分辨率遥感图像上提取道路网[J].遥感学报,2005,9(3):271-276.WANG Min,LUO Jiancheng,ZHOU Chenghu,et al.Extraction of road network from high resolution remote sensed imagery with the combination of Gaussian Markov Random Field Texture Model and Support Vector Machine[J].Acta Geodaetica et Cartographica Sinica,2005,9(3):271-276.(in Chinese)
[34]任玉环,刘亚岚,魏成阶,等.汶川地震道路震害高分辨率遥感信息提取方法探讨[J].遥感技术与应用,2009,24(1):52-58.REN Yuhuan,LIU Yalan,WEI Chenjie,et al.Study on information extraction method to road damage in Wenchuan earthquake based on highresolution remote sensing images[J].Sensing Technology and Application,2009,24(1):52-58.(in Chinese)
[35]任玉环,刘亚岚,张勇,等.基于灾后遥感影像特征的公路灾害检测方法[J].自然灾害学报,2013,22(6):33-40.REN Ruhuan,LIU Yanlan,ZHANG Yong,et al.High way disaster detection method based on features of post-disaster remote sensing images[J].Journal of Natural Disasters,2013,22(6):33-40.(in Chinese)
[36]陈爱莲,朱博勤,吴艳华,等.汶川大地震重灾区道路震害航空遥感评估[J].自然灾害学报,2010,19(4):152-157.CHEN Ailian,ZHU Boqin,WU Yanhua,et al.Assessment of road damage in severely affected areas of Wenchuan earthquake using airborne remote sensing[J].Journal of Natural Disasters,2010,19(4):152-157.(in Chinese)
[37]雷小奇,王卫星,赖均.一种基于形状特征进行高分辨率遥感影像道路提取方法[J].测绘学报,2009,38(5):457-465.LEI Xiaoqi,WANG Weixing,LAI Jun.A method of road extraction from high-resolution remote sensing images based on shape features[J].Acta Geodaetica et Cartographica Sinica,2009,38(5):457-465.(in Chinese)
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