遥感技术与应用 2021, Vol. 36 Issue (4): 865-872 DOI: 10.11873/j.issn.1004-0323.2021.4.0865 |
遥感应用 |
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基于多纹理特征融合的震后SAR图像倒塌建筑物信息提取 |
杜妍开( ),龚丽霞( ),李强,詹森,张景发 |
应急管理部自然灾害防治研究院,北京 100085 |
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Earthquake Induced Building Damage Assessment on SAR Multi-texture Feature Fusion |
Yankai Du( ),Lixia Gong( ),Qiang Li,Sen Zhan,Jingfa Zhang |
National Institute of Natural Hazards,Beijing 100085,China |
引用本文:
杜妍开,龚丽霞,李强,詹森,张景发. 基于多纹理特征融合的震后SAR图像倒塌建筑物信息提取[J]. 遥感技术与应用, 2021, 36(4): 865-872.
Yankai Du,Lixia Gong,Qiang Li,Sen Zhan,Jingfa Zhang. Earthquake Induced Building Damage Assessment on SAR Multi-texture Feature Fusion. Remote Sensing Technology and Application, 2021, 36(4): 865-872.
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1 |
Xue Tengfei. Extraction of seismic buildings based on SAR multi-feature change detection [D].Harbin:Institute of Engineering Mechanics,China Earthquake Administration,2017.薛腾飞.基于SAR多特征变化检测的震害建筑物提取研究.哈尔滨:中国地震局工程力学研究所,2017.
|
2 |
Natsuaki R, Nagai H, Tomii N, et al. Sensitivity and limitation in damage detection for individual buildings using InSAR Coherence-a case study in 2016 Kumamoto earthquakes[J]. Remote Sensing,2018(10):245. DOI:10.3390/rs10020245.
doi: 10.3390/rs10020245
|
3 |
Zhan Sen, Zhang Jingfa, Wang Jianfei, et al. Earthquake induced building damage extraction based on multi-temporal and dual-polarized Sentinel-1A data[J]. Journal of Natural Disasters,2019,28(5):220-228.
|
3 |
詹森,张景发,王建飞,等.基于多时相双极化Sentinel-1A数据的震害建筑物提取[J].自然灾害学报,2019,28(5):220-228.
|
4 |
Guida R, Lodice A, Riceio D. An application of the deterministic feature extraction approach to COSMO-SKyMed data[C]∥ Proceedings of the 2010 8th European Conference on Synthetic Aperture Radar (EUSAR). Aachen,Germany:VDE,2010:1-4.
|
5 |
Brett P T B. Urban damage detection in high resolution amplitude images[D]. Surrey:Surrey Space Centre, University of Surrey,2013.
|
6 |
Liu Jinyu, Zhang Jingfa, Liu Guolin. An analysis of earthquake damage information based on imaging mechanism of the high resolution SAR image[J]. Remote Sensing for Land and Resources,2013,25(3):61-65.
|
6 |
刘金玉,张景发,刘国林. 基于高分辨率SAR图像成像机理的震害信息分析[J].国土资源遥感,2013,25(3):61-65.
|
7 |
Cui Liping, Wang Xiaoqing, Dou Aixia, et al. Building damage analysis based on high resolution Synthetic Aperture Radar imaging geometry[J].Earthquake Science,2016,38(2):272-282.
|
7 |
崔丽萍,王晓青,窦爱霞,等. 基于高分辨率合成孔径雷达影像建筑物成像几何结构的震害特征分析[J].地震学报,2016,38(2):272-282.
|
8 |
Li Qiang, Zhang Jingfa, Gong Lixia, et al. Extraction of earthquake-collapsed buildings based on correlation change detection of multi-texture features in SAR images[J]. Journal of Remote Sensing,2018,22(Sup.1):128-138.
|
8 |
李强,张景发,龚丽霞,等. SAR图像纹理特征相关变化检测的震害建筑物提取[J].遥感学报,2018,22():128-138.
|
9 |
Guo Huadong, Wang Xinyuan, Li Xinwu, et al. Yushu earthquake synergic analysis study using multi-model SAR datasets[J]. Chinese Science Bulletin,2010,55(31):1195-1199.
|
9 |
郭华东,王心源,李新武,等. 多模式SAR玉树地震协同分析[J].科学通报,2010,55(13):1195-1199.
|
10 |
Sato M, Chen S W. Detection of damaged area by polarimetric SAR[C]∥ Proeedings of the 2013 Asia-Pacific Conference on Synthetic Aperture Radar(APSAR).Tsukuba,Japan:IEEE,2013:451-454.
|
11 |
Karimzadeh S, Matsuoka M. Building damage characterization for the 2016 amatrice earthquake using ascending descending COSMO-SkyMed data and topographic position index[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018(8):1-15.DOI: 10.1109/JSTARS.2018.2825399.
doi: 10.1109/JSTARS.2018.2825399
|
12 |
Zhai Wei, Shen Huanfeng, Huang Chunlin. Collapsed buildings extraction from the PolSAR image based on the analysis of texture features[J]. Remote Sensing Technology and Application,2016,31(5):975-982.
|
12 |
翟玮,沈焕锋,黄春林.结合PolSAR影像纹理特征分析提取倒塌建筑物[J].遥感技术与应用,2016,31(5):975-982.
|
13 |
Yaqi J, Josaphat S S, Ming C, et al. Earthquake/Tsunami damage assessment for urban areas using post-event PolSAR data[J]. Remote Sensing, 2018, 10(7):1088. DOI: 10.3390/rs10071088.
doi: 10.3390/rs10071088
|
14 |
Romaniello V, Piscini A, Bignami C, et al. Earthquake damage mapping by using remotely sensed data: the Haiti case study[J]. Journal of Applied Remote Sensing, 2017,11(1):016042. DOI: 10.1117/1.JRS.11.016042.
doi: 10.1117/1.JRS.11.016042
|
15 |
Shi L, Sun W, Yang J, et al. Building collapse assessment by the use of post-earthquake Chinese VHR airborne SAR[J]. IEEE Geoscience&Remote Sensing Letters,2015,12(10):2021-2025. DOI: 10.1109/LGRS.2015.2443018.
doi: 10.1109/LGRS.2015.2443018
|
16 |
Wu F, Gong L, Wang C, et al. Signature analysis of building damage with TerraSAR-X new staring spotlight mode data[J]. IEEE Geoscience and Remote Sensing Letters, 2016(99):1-5. DOI: 10.1109/LGRS.2016.2604841.
doi: 10.1109/LGRS.2016.2604841
|
17 |
Dell'Acqua F, Polli D A. Postrevent only VHR Radar satellite data for automated damage assessment[J]. Photogrammetric Engineering Remote Sensing,2011,77(10):1037-1043.
|
18 |
Gong L X, Wang C, Wu F, et al. Earthquake induced building damage detection with post-event submeter VHR terraSAR-X staring spotlight imagery[J]. Remote Sensing,2016,8(12):887. DOI: 10.3390/rs8110887.
doi: 10.3390/rs8110887
|
19 |
Chen Qihao, Nie Yuliang, Li Linlin, et al. Buildings damage assessment using texture features of polarization decomposition components[J]. Journal of Remote Sensing, 2017, 21(6): 955-965.
|
19 |
陈启浩,聂宇靓,李林林,等.极化分解后多纹理特征的建筑物损毁评估[J].遥感学报, 2017, 21(6):955-965.
|
20 |
Ge P, Gokon H, Meguro K. Building damage assessment using intensity SAR data with different incidence angles and longtime interval[J]. Journal of Disaster Research,2019,14(3):456-465. DOI: 10.20965/jdr.2019.p0456.
doi: 10.20965/jdr.2019.p0456
|
21 |
Sun W, Shi L, Yang J, et al. Building collapse assessment in urban areas using texture information from post-event SAR data[J]. IEEE Journal of Selected Topics in Applied Earth Observations & Remote Sensing,2016,9(8):3792-3808. DOI: 10.1109/JSTARS.2016.2580610.
doi: 10.1109/JSTARS.2016.2580610
|
22 |
Ojala T, Pietikainen M, Maenpaa T. Multiresolution gray-scale and rotation invariant texture classification with local binary patterns[C]∥ IEEE Transactions on Pattern Analysis and Machine Intelligence,2002,24(7):971-987.
|
23 |
Sandler R, Lindenbaum M. Gabor filter analysis for texture segmentation[C]∥ Computer Vision and Pattern Recognition Workshop,CVPRW '06.
|
23 |
Conference on. IEEE,2006.
|
24 |
Zhang Bin, Gao Xin. A Multi-feature joint SAR texture image classification method based on Gabor filter bank and LBP[J]. Science Technology and Engineering,2010,10(17):4196-4201.
|
24 |
张斌,高鑫.一种基于Gabor滤波器组和LBP的多特征联合SAR纹理图像分类方法[J].科学技术与工程,2010,10(17):4196-4201.
|
25 |
Deng Lei, Li Jing, Nie Juan. A method fusing SAR with multi-spectral image and reducing speckle noise[J].Journal of Natural Disasters,2008,17(6):87-90.
|
25 |
邓磊,李京,聂娟,孙洪泉.抑制斑点噪声的SAR与多光谱图像融合方法[J].自然灾害学报,2008,17(6):87-90.
|
26 |
Chen Miaojin, Wang Xiaoqin, Wu Siying. Importance analysis of soil erosion influencing factors based on random forest [J].Journal of Natural Disasters,2019,28(4):209-219.
|
26 |
陈妙金,汪小钦,吴思颖.基于随机森林算法的水土流失影响因子重要性分析[J].自然灾害学报,2019,28(4):209-219.
|
27 |
Zhan Sen, Zhang Jingfa, Gong Lixia, et al. Seismic damage identification of single buildings in high resolution Synthetic Aperture radar image based on texture features[J]. Science Technology and Engineering,2019,19(31):47-54.
|
27 |
詹森,张景发,龚丽霞,等.基于纹理特征的高分辨率合成孔径雷达影像单体建筑物震害信息识别[J].科学技术与工程,2019,19(31):47-54.
|
28 |
Li Q, Gong L, Zhang J. A correlation change detection method integrating PCA and multi-texture features of SAR image for building damage detection[J]. European Journal of Remote Sensing,2019,52(1):435-447. DOI:10.1080/22797254. 2019.1630322.
doi: 10.1080/22797254. 2019.1630322
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