期刊文献+

基于Freeman编码的遥感影像直角型房屋半自动提取方法研究 被引量:3

Semi-automatic extraction of right-angle houses from remote sensing imagery based on Freeman code chain
原文传递
导出
摘要 通过分析遥感影像中直角型房屋特点,本文提出一种新的房屋提取方法:利用Freeman编码推导出常见直角型房屋代码,使得每一种形状房屋都具有惟一编号,且编号不随房屋大小、方位及位置改变而改变,利用Hough变换提取房屋角点并剔除伪角点,最后利用模式匹配方法获得各个角点之间的连接关系。实验结果表明该方法具有较强的抗噪性,能有效提取影像中直角型房屋。 A semi-automatic extraction of right-angle houses from the high-resolution satellite imagery is proposed. The main process is explained as following, firstly, common-shaped houses are been coded with serial numbers by using of the Freeman chain code, every kind of house corresponds to unique code. Secondly, we extract the house comers through Hough translation and get rid of faked comers, so the targeted house code is been gained. At last, we extract the right-angle houses from remote sensing imagery.
作者 秦永 宋伟东
出处 《测绘科学》 CSCD 北大核心 2009年第6期203-205,共3页 Science of Surveying and Mapping
基金 国家自然科学基金(40771159)
关键词 Freeman编码 HOUGH变换 角点提取 房屋提取 Freeman chain code hough translation comer extraction house extraction
  • 相关文献

参考文献9

二级参考文献34

  • 1刘少创,林宗坚.航空影像分割的Snake方法[J].武汉测绘科技大学学报,1995,20(1):7-11. 被引量:3
  • 2陈崚,陈云霞.改进的Hough变换及其并行计算[J].电子学报,1996,24(10):111-114. 被引量:7
  • 3廖克,成夕芳,吴健生,陈文惠.高分辨率卫星遥感影像在土地利用变化动态监测中的应用[J].测绘科学,2006,31(6):11-15. 被引量:90
  • 4LI Hui, et al. A Contour-Based Approach to Multisensor Image Registeation[J]. IEEE Transaction on Image Processing, 1995,4(3).
  • 5PRATT W. Digital Image Processing [ M ]. NewYork: Wiley, 1991.
  • 6HARALICK R, et al. Computer and Robot Vision[ M]. Massachusetts: Addison-Wesley, 1993.
  • 7ZHENG Q F,CHELLAPPA R. A Computational Vision Approach to Image Registration[J]. IEEE Transaction on Image Processing, 1993,2(3).
  • 8HSU C T, BEUKER R A. Multiresolution Feature-Based Image Registration [ A ]. Proceedings of SPIE[ C]. Perth: [s n ],2000.
  • 9SMITH S M, BRADY J M. SUSAN-A New Approach to Low Level Image Processing[J]. Int Journal of Computer Vision, 1997,23( 1 ).
  • 10MORAVEC H P. Towards Automatic Visual Obstacle Avoidance[ A]. In Proceeding of International Joint Conference on Artificial Intelligence[ C ]. Cambfige: [ s n ], 1977.

共引文献188

同被引文献28

  • 1程曦冉,张剑清,张祖勋.航空影像多直角平顶房屋的半自动提取[J].武汉大学学报(信息科学版),2004,29(12):1097-1100. 被引量:13
  • 2杨化超,邓喀中,张书毕.基于Hough变换的航空影像建筑物半自动提取[J].测绘科学,2006,31(6):93-94. 被引量:19
  • 3Sumer E,Turker M. An adaptive fuzzy - genetic algorithm approachfor building detection using high - resolution satellite images [ J ].Computers Environment and Urban Systems,2013 ,39(5) :48 -62.
  • 4Awrangjeb M, Fraser C S. Rule - based segmentation of LiDARpoint cloud for automatic extraction of building roof planes [ C ]//ISPHS Annals of Photogrammetry. Remote Sensing and Spatial In-formation Sciences,Volume II -3/W3. Antalya,Turkey,20I3:1 -6.
  • 5Cote M,Saeedi P. Automatic rooftop extraction in nadir aerial im-agery of suburban regions using comers and varialional level set e-volution[ J ]. IEEE Transactions on Geoscience and Remote Sens-ing,2013 ,51 (1) :313 -328.
  • 6Li Z B,Liu Z Z,Shi W Z. A fast level set algorithm for buildingroof recognition from high spatial resolution panchromatic images[J]. IEEE Geoscience and Remote Sensing Letters,2014,11 (4):743 -747.
  • 7Jung C R,Schramm R. Rectangle detection based on a windowedHough transform [ C ] //Proceedings of 17th Brazilian Symposiumon Computer Graphics and Image Processing. Curitiba : IEEE,2004:113-120.
  • 8黎瑾慧.基于Gabor滤波器和MRF的道路影像分割方法研究[D].南京:河海大学,2009.
  • 9Boykov Y,Kolmogorov V. An experimental comparison of Min -Cut/Max - Flow algorithms for energy minimization in vision [ J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2004,26(9) :1124-1137.
  • 10Gruen A,Agouris P. Linear feature extraction by least squares tem-plate matching constrained by internal shape forces [ C ]//Proc.SPIE 2357 , ISPRS Commission III Symposium : Spatial Informationfrom Digital Photogrammetry and Computer Vision. Munich,Feder-al Republic of Germany : SPIE, 1994 : 316 -333.

引证文献3

二级引证文献46

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部