|
|
- 2017
基于基尼系数的倾斜航空影像中建筑物立面损毁检测
|
Abstract:
针对已分割出的建筑物立面，提出了以基尼系数作为损毁指数对倾斜航空影像中建筑物立面损毁检测的方法。该方法首先通过改进的k-means算法分割出建筑物立面的门窗和墙面，然后利用Canny算法对分割影像进行边缘检测提取统计特征，最后利用经济学中的基尼系数来判断建筑物立面是否损毁。实验结果表明，本文方法在没有先验信息的情况下仅利用单时相倾斜航空影像就能简单高效地判定建筑物立面损毁
| [1] | Dong Laigen, Shan Jie. A Comprehensive Review of Earthquake-Induced Building Damage Detection with Remote Sensing Techniques[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2013,84:85-99 |
| [2] | Li Deren, Liu Likun,Shao Zhenfeng. An Integration of Aerial Oblique Photogrammetry and Mobile Mapping System for Urban Geographical Conditions Monitoring[J].Geomatics and Information Science of Wuhan University, 2015,40(4):427-435,443(李德仁,刘立坤,邵振峰.集成倾斜航空摄影测量和地面移动测量技术的城市环境监测[J].武汉大学学报·信息科学版,2015,40(4):427-435,443) |
| [3] | Kerle N, Fernandez G J, Gerke M. Urban Structural Damage Assessment with Oblique UAV Imagery, Object-Based Image Analysis and Semantic Reasoning[C]. 35th Asian Conference on Remote Sensing, Nay Pyi Taw, Myanmar,2014 |
| [4] | Sui Haigang, Tu Jihui, Song Zhina, et al. A Novel 3D Building Damage Detection Method Using Multiple Overlapping UAV Images[C]. ISPRS Technical Commission VⅡ Symposium, Istanbul, Turkey,2014 |
| [5] | Xiao J, Gerke M, Vosselman G. Building Extraction from Oblique Airborne Imagery Based on Robust Facade Detection[J]. ISPRS Journal of Pho togrammetry and Remote Sensing, 2012,68:56-68 |
| [6] | Tamura H, Mori S, Yamawaki T. Texture Features Corresponding to Visual Perception[J]. IEEE Tracnsaction on Systems, Man, and Cybernetics, 1978, SMC-8(6):460-473 |
| [7] | Mankiw G N.Principles of Economics[M].Beijing:China Machine Press,2003:78-89(曼昆.经济学原理[M].北京:机械工业出版社,2003:78-89) |
| [8] | Hurley N, Rickard S. Comparing Measures of Sparsity[J]. IEEE Transactions on Information Theory, 2009, 55(10):4723-4741 |
| [9] | Sun Yingjuan. Research on Classification Methods Based on Rough Set[D]. Jilin:Jilin Univsertiy, 2011(孙英娟.基于粗糙集的分类方法研究[D].吉林:吉林大学,2011) |
| [10] | Liu Jingchen, Liu Yanxin. Local Regularity-Driven City-Scale Facade Detection from Aerial Images[C]. CVPR,Columbus, Ohio, USA,2014. |
| [11] | Huang Min'er, Du Zhiqiang, Zhu Qing, et al.3D Building Facades and Roofs Objects Extraction from Pixel Height Map[J].Geomatics and Information Science of Wuhan University,2014,39(10):1221-1224(黄敏儿,杜志强,朱庆,等.利用像素高度图的三维建筑物屋顶和立面提取方法[J].武汉大学学报·信息科学版,2014,39(10):1221-1224) |
| [12] | Jiang Qingxiang, Liu Huiping. Extracting TM Image Information Using Texture Analysis[J]. Journal of Remote Sensing, 2004,8(5):458-464(姜青香,刘慧平.利用纹理分析方法提取TM图像信息[J].遥感学报, 2004, 8(5):458-464) |
