Implementation of plane split model in remote sensing image mosaicking
BU Kun1, WANG Zhiliang2,3, WANG Juanle3, ZHANG Shuwen1, YANG Jiuchun1, Yu Lingxue1
1. Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, Changchun 130102, China; 2. Science College,Qiqihar University, Qiqihar 161006, China; 3. Institute of Geographic Sciences and Natural Resources Research,Chinese Academy of Sciences, Beijing 100101, China
摘要针对目前遥感商用软件影像镶嵌过程中人工干预过多、自动化程度不高和不易修改等问题,提出了基于平面剖分的遥感影像镶嵌模型。模型基于开源类库空间数据抽象库(geospatial data abstraction library,GDAL),在GNU/Linux平台下,使用Python语言,实现了遥感影像按研究区域进行掩模及镶嵌的功能,并采用模型—视图—控制器(model view controller,MVC)的设计模式,应用跨平台的图形用户界面(graphical user interface,GUI)库wxPython实现了软件的封装,提供了完整的、功能键全的GUI用户界面。程序可以基于GUI界面或命令行方式运行,参数简单、可定制性强、可以批处理数据,提高了影像镶嵌自动化水平,在东北土地利用数据库更新中被用于Landsat5 TM影像镶嵌。
Abstract：A plane split model was designed to resolve the problems of manual intervention dependency, low automation and difficulty in modification during remote sensing image mosaicking. Based on the GNU/Linux system, segmentation and mosaicking of experimental remote sensing images were carried out by Python and open source geospatial data abstraction library(GDAL). The set of algorithms was encapsulated by wxPython in the model view controller(MVC) framework. The design of the software with graphical user interface(GUI) is so perfect that it not only can be operated by GUI or command line, but also can process large numbers of images in batch. It has been well received to mosaic Landsat5 TM images in Land Cover Database Updated Program of Northeast China.
卜坤, 王治良, 王卷乐, 张树文, 杨久春, 于灵雪. 遥感影像镶嵌中平面剖分模型的应用及实现[J]. 国土资源遥感, 2017, 29(4): 225-230.
BU Kun, WANG Zhiliang, WANG Juanle, ZHANG Shuwen, YANG Jiuchun, Yu Lingxue. Implementation of plane split model in remote sensing image mosaicking. REMOTE SENSING FOR LAND & RESOURCES, 2017, 29(4): 225-230.
[1] 卜 坤,张树文,颜凤芹,等.一种基于矢量数据记录的遥感影像镶嵌处理方法:中国,2013101483527[P].2013-08-28. Bu K,Zhang S W,Yan F Q,et al.Remote-sensing image mosaic processing method based on vector data recording:China,2013101483527[P].2013-08-28. [2] 宋 利,周源华,周 军.基于特征匹配的鲁棒图像镶嵌[J].上海交通大学学报,2004,38(5):783-786. Song L,Zhou Y H,Zhou J.Feature-based robust image mosaicking[J].Journal of Shanghai Jiaotong University,2004,38(5):783-786. [3] Mann S,Picard R W.Video orbits of the projective group a simple approach to featureless estimation of parameters[J].IEEE Transactions on Image Processing,1997,6(9):1281-1295. [4] Johnson K,Cole-Rhodes A,Zavorin I,et al.Mutual information as a similarity measure for remote sensing image registration[C]//Proceedings of the SPIE 4383,Geo-Spatial Image and Data Exploitation II.Orlando,FL,United States:SPIE,2001,4383:51-61. [5] Thangavel P,Kokila R.An extension of FFT based image registration[M]//Meghanathan N,Nagamalai D,Chaki N.Advances in Intelligent Systems and Computing.Berlin,Heidelberg:Springer,2013,177:729-737. [6] Liu X Z,Tian Z,Leng C C,et al.Remote sensing image registration based on KICA-SIFT descriptors[C]//Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery.Yantai,China:IEEE,2010:278-282. [7] Cao X Y,Shao X X,Li X Y,et al.Research on the image registration algorithm based on regional feature[M]//Ma M.Communication Systems and Information Technology.Berlin,Heidelberg:Springer,2011:795-801. [8] 辛 亮,张景雄.共轭面状特征的快速提取与遥感影像精确配准[J].武汉大学学报(信息科学版),2011,36(6):678-682. Xin L,Zhang J X.Fast extraction of conjugated area features and accurate registration of remote sensing image[J].Geomatics and Information Science of Wuhan University,2011,36(6):678-682. [9] Sedaghat A,Mokhtarzade M,Ebadi H.Uniform robust scale-invariant feature matching for optical remote sensing images[J].IEEE Transactions on Geoscience and Remote Sensing,2011,49(11):4516-4527. [10] 张泽旭,李金宗,李冬冬.基于光流场分析的红外图像自动配准方法研究[J].红外与毫米波学报,2003,22(4):307-312. Zhang Z X,Li J Z,Li D D.Research of automated image registration technique for infrared images based on optical flow field analysis[J].Journal of Infrared and Millimeter Waves,2003,22(4):307-312. [11] 张登荣,俞 乐,张汉奎,等.光学遥感影像快速镶嵌方法[J].浙江大学学报(工学版),2009,43(11):1988-1993. Zhang D R,Yu L,Zhang H K,et al.Fast mosaic method for optical remote sensing images[J].Journal of Zhejiang University(Engineering Science),2009,43(11):1988-1993. [12] 刘 坡,匡纲要.遥感图像的图像镶嵌方法[J].电脑知识与技术:学术交流,2007,1(1):197-198. Liu P,Kuang G Y.Image mosaicing of remote image[J].Computer Knowledge and Technology,2007,1(1):197-198. [13] 张登荣,张汉奎,俞 乐,等.基于有效区域自动判断的多幅遥感图像镶嵌方法[J].国土资源遥感,2010,22(1):39-43.doi:10.6046/gtzyyg.2010.01.06. Zhang D R,Zhang H K,Yu L,et al.Multi remote sensing image mosaic based on valid area[J].Remote Sensing for Land and Resources,2010,22(1):39-43.doi:10.6046/gtzyyg.2010.01.06. [14] 陆首群.开源软件更安全[EB/OL].[2009-12-24].http://blog.sina.com.cn/s/blog_4b8a02690100gip6.html. Lu S Q.Open-source software is more secure[EB/OL].[2009-12-24].http://blog.sina.com.cn/s/blog_4b8a02 690100gip6.html. [15] 郝玉凤.利用开源推动国内地理空间信息产业发展[J].中州大学学报,2010,27(4):118-120. Hao Y F.Application of open source in the development of national geo-spatial information industry[J].Journal of Zhongzhou University,2010,27(4):118-120. [16] 胡庆武,陈亚男,周 洋,等.开源GIS进展及其典型应用研究[J].地理信息世界,2009,7(1):46-55. Hu Q W,Chen Y N,Zhou Y,et al.An overview on open source GIS software with its typical applications[J].Geomatics World,2009,7(1):46-55. [17] 赵 岩,王思远,毕海芸,等.基于GDAL的遥感图像浏览关键技术研究[J].计算机工程,2012,38(23):15-18,23. Zhao Y,Wang S Y,Bi H Y,et al.Research on key technology of remote sensing images browse based on GDAL[J].Computer Engineering,2012,38(23):15-18,23. [18] 刘亚东,李青元,谭 海,等.开源库GDAL及其在影像拼接中的应用[J].数字技术与应用,2010(2):88-89. Liu Y D,Li Q Y,Tan H,et al.Remote sensing images mosaicking based on GDAL[J].Digital Technology and Application,2010(2):88-89. [19] 郭 亮,龚建华,孙 麇,等.基于ArcGIS Server与AJAX的WebGIS设计与实现[J].测绘科学,2011,36(3):210-212,209. Guo L,Gong J H,Sun J,et al.Design and implementation of WebGIS based on ArcGIS server and AJAX[J].Science of Surveying and Mapping,2011,36(3):210-212,209. [20] 熊 静,张 箐.基于MapServer的遥感影像发布系统的研究[J].遥感信息,2007(1):53-57,75. Xiong J,Zhang Q.A research on remote sensing image publishing system based on MapServer[J].Remote Sensing Information,2007(1):53-57,75. [21] 韦 胜.ArcEngine环境下实现瓦片地图的访问与拼接[J].武汉大学学报(信息科学版),2012,37(6):737-740. Wei S.Implementation of access to and mosaicing tile map based on ArcEngine[J].Geomatics and Information Science of Wuhan University,2012,37(6):737-740. [22] 胡自和,刘 坡,龚建华,等.基于虚拟地球的台风多维动态可视化系统的设计与实现[J].武汉大学学报(信息科学版),2015,40(10):1299-1305. Hu Z H,Liu P,Gong J H,et al.Design and implementation of multidimensional and animated visualization system for typhoon on virtual globes[J].Geomatics and Information Science of Wuhan University,2015,40(10):1299-1305. [23] 赫特兰M L.Python基础教程[M].司 维,曾军崴,谭颖华译.2版.北京:人民邮电出版社,2010. Hetland M L.Beginning Python:From Novice to Professional[M].Translated by Si W,Zeng J W,Tan Y H.2nd ed.Beijing:Posts and Telecom Press,2010. [24] GDAL.GDAL-geospatial data abstraction library[EB/OL].[1998-12-19].http://www.gdal.org/. [25] 陈文彬.基于GDAL的遥感影像快速裁切技术[J].测绘与空间地理信息,2016,39(4):150-152. Chen W B.The remote sensing image based on GDAL rapid cutting technology[J].Geomatics and Spatial Information Technology,2016,39(4):150-152. [26] Hellmann D.Python标准库[M].刘炽译.北京:机械工业出版社,2012. Hellmann D.The Python Standard Library by Example[M].Translated by Liu C.Beijing:China Machine Press,2012. [27] 何玉云,张友生.MVC模式在网络中的应用[J].微计算机信息,2006,22(22):248-249,196. He Y Y,Zhang Y S.Application in network of MVC pattern[J].Microcomputer Information,2006,22(22):248-249,196. [28] 卜 坤,张树文,杨久春,等.栅格数据坐标变换模型在数据集成中的应用[J].测绘科学,2008,33(2):207-209. Bu K,Zhang S W,Yang J C,et al.Application of raster data coordination transformation model in data integration[J].Science of Surveying and Mapping,2008,33(2):207-209.
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