[1]Li Deren,Tong Qingxi,Li Rongxing,et al.Current Issues in High-resolution Earth Observation Technology[J].Science China:Earth Science,2012,42(6):805-813.[李德仁,童庆禧,李荣兴,等.高分辨率对地观测的若干前沿科学问题[J].中国科学:地球科学,2012,42(6):805-813.][2]Qin Qiming.The Problem and Approach in the Auto-interpretation of Remote Sensing Imagery[J].Science of Surveying and Mapping,2000,25(2):21-24.[秦其明.遥感图像自动解译面临的问题与解决的途径[J].测绘科学,2000,25(2):21-24.][3]Blaschke T,Hay G J,Kelly M,et al.Geographic Object-based Image Analysis-towards a New Paradigm[J].ISPRS Journal of Photogrammetry and Remote Sensing,2014,87(0):180-191.[4]Sun Xian,Fu Kun,Wang Hongqi.High Resolution Remote Sensing Image Understanding[M].Beijing:Science Press,2011.[孙显,付琨,王宏琦.高分辨率遥感图像理解[M].北京:科学出版社,2011.][5]Zhang Qingyun,Zhao Dong.Research on Methods of Building Extraction from High Resolution Remote Sensing Images[J].Geomatics & Spatial Information Technology,2015,(4):78-82.[张庆云,赵冬.高空间分辨率遥感影像建筑物提取方法综述[J].测绘与空间地理信息,2015,(4):78-82.][6]Mayer H.Automatic Object Extraction from Aerial Imagery—A Survey Focusing on Buildings[J].Computer Vision and Image Understanding,1999,74(2):138-149.[7]Huertas A,Nevatia R.DetectingBuildings in Aerial Images[C]//Computer Vision,Graphics and Image Processing,1988,41(2):131-152.[8]Mohan R,Nevatia R.UsingPerceptual Organization to Extract 3D Structures[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1989,11(11):1121-1139.[9]Shufelt J A,McKeown D M.Fusion of Monocular Cues to Detect Man-made Structures in Aerial Imagery[J].Computer Vision,Graphics and Image Processing,1993,57(3):307-330.[10]Jaynes C O,Stolle F,Collins R T.Task Driven Perceptual Organization for Extraction of Rooftop Polygons[C]//Applications of Computer Vision,1994.Proceedings of the Second IEEE Workshop on.1995,(5):152-159.[11]Kim T,Muller J P.Automated Urban Area Building Extraction from High Resolution Stereo Imagery[J].Image and Vision Computing,1996,14(2):115-130.[12]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.[明冬萍,骆剑承,沈占锋.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.][13]Wang J,Yang X,Qin X,et al.An Efficient Approach for Automatic Rectangular Building Extraction from very High Resolution Optical Satellite Imagery[J].IEEE Geoscience and Remote Sensing Letters,2015,12(3):487-491.[14]Kim Z W,Huertas A,Nevatia R.Automatic Description of Buildings with Complex Rooftops from Multiple Images[C]//2001 IEEE Conference on Computer Vision and Pattern Recognition,IEEE Computer Society,2001:272-279.[15]Tao Wenbing,Liu Jian,Tian Jinwen.A New Approach to Extract Rectangle Building Automatically from Aerial Images[J].Chinese Journal of Computers,2003,26(7):866-873.[陶文兵,柳健,田金文,等.一种新型的航空图像城区建筑物自动提取方法[J].计算机学报,2003,26(7):866-873.][16]Katartzis A,Sahli H.A Stochastic Framework for the Identification of Building Rooftops Using a Single Remote Sensing Image[J].IEEE Transactions on Geoscience and Remote Sensing,2008,46(1):259-271.[17]Kim T,Muller P.Development of a Graph-based Approach for Building Detection[J].Image and Vision Computing,1999,17(1):3-14.[18]Liu Zhengjun,Zhang Jixian,Meng Yabin,et al.Method of Building Extraction from High Resolution Image based on Classification and Shape Generalization[J].Science of Surveying and Mapping,2007,32(3):38-39,46.[刘正军,张继贤,孟亚宾,等.基于分类与形态综合的高分辨率影像建筑物提取方法研究[J].测绘科学,2007,32(3):38-39,46.][19]Saeedi P,Zwick H.Automatic Building Detectionin Aerial and Satellite Images[C]//International Conference on Control,Automation,Robotics and Vision,2008:623-629.[20]Izadi M,Saeedi P.Three-dimensional Polygonal Building Model Estimationfrom Single Satellite Images[J].IEEE Transactions on Geoscience and Remote Sensing,2012,50(6):2254-2272.[21]Cui S Y,Yan Q,Reinartz P.Complex Building Description and Extraction based on Hough Transformation and Cycle Detection[J].Remote Sensing Letters,2012,3(2):151-159.[22]Ok A O.Automated Detection of Buildings from Single VHR Multispectral Images Using Shadow and Graph Cuts[J].ISPRS Journal of Photogrammetry and Remote Sensing,2013,86:21-40.[23]Ok A O,Senaras C,Yuksel B.Automated Detection of Arbitrarily Shaped Buildings in Complex Environments from Monocular VHR Optical Satellite Imagery[J].IEEE Transactions on Geoscience and Remote Sensing 2013,51(3):1701-1717.[24]Cote M,Saeedi P.Automatic Rooftop Extraction in Nadir Aerial Imagery of Suburban Regions Using Corners and Variational Level Set Evolution[J].IEEE Transactions on Geoscience and Remote Sensing,2013,51(1):313-328.[25]Jin X,Davis C H.Automated Building Extraction from High-Resolution Satellite Imagery in Urban Areas Using Structural,Contextual,and Spectral Information[J].Eurasip Journal on Advances in Signal Processing,2005,2005(14):1-11.[26]Sirmacek B,Unsalan C.A Probabilistic Framework to Detect Buildings in Aerial and Satellite Images[J].IEEE Transactions on Geoscience and Remote Sensing,2011,49(1):211-221.[27]Baatz M,Schpe A.Multi-resolution Segmentation:An Optimization Approach for High Quality Multi-scale Image Segmentation[C]//Beitrge Symposium,2000:12-23.[28]Sirmacek B,Unsalan C.Urban-Area and Building Detection Using SIFT Keypoints and Graph Theory[J].IEEE Transactions on Geoscience and Remote Sensing,2009,47(4):1156-1167.[29]Aytekn ,Erener A,Ulusoy 〖AKI·〗,et al.Unsupervised Building Detection in Complex Urban Environments from Multispectral Satellite Imagery[J].International Journal of Remote Sensing,2012,33(7):2152-2177.[30]Qiao Cheng,Luo Jiancheng,Wu Quanyuan,et al.Object-oriented Method based Urban Building Extraction from High Resolution Remote Sensing Image[J].Geography and Geo-Information Science,2008,24(15):36-39.[乔程,骆剑承,吴泉源,等.面向对象的高分辨率影像城市建筑物提取[J].地理与地理信息科学,2008,24(15):36-39.][31]Wegner J D,Soergel U,Rosenhahn B.Segment-based Building Detection with Conditional Random Fields[C]//Urban Remote Sensing Event (JURSE),2011 Joint:11-13 April;2011:205-208.[32]Izadi M,Saeedi P.Automatic Building Detection in Aerial Images Using a Hierarchical Featurebased Image Segmentation[C]//Pattern Recognition (ICPR),2010 20th International Conference on,2010:472-475.[33]Maruyama Y,Tashiro A,Yamazaki F.Use of Digital Surface Model Constructed from Digital Aerial Images to Detect Collapsed Buildings during Earthquake[J].Procedia Engineering,2011,14(2259):552-558.[34]Tournaire O,Brédif M,Boldo D,et al.An Efficient Stochastic Approach for Building Footprint Extraction from Digital Elevation Models[J].ISPRS Journal of Photogrammetry and Remote Sensing,2010,65(4):317-327.[35]Li Y,Zhu L,Gong P,et al.A Refined Marker Controlled Watershed for Building Extraction from DSM and Imagery[J].International Journal of Remote Sensing,2010,31(6):1441-1452.[36]Nyaruhuma A P,Gerke M,Vosselman G,et al.Verification of 2D Building Outlines Using Oblique Airborne Images[J].ISPRS Journal of Photogrammetry and Remote Sensing,2012,71(4):62-75.[37]Haala N,Kada M.An Update on Automatic 3D Building Reconstruction[J].ISPRS Journal of Photogrammetry and Remote Sensing,2010,65(6):570-580.[38]Ferro A,Brunner D,Bruzzone L.Automatic Detection and Reconstruction of Building Radar Footprints from Single VHR SAR Images[J].IEEE Transactions on Geoscience and Remote Sensing,2013,51(2):935-952.[39]Sohn G.Data Fusion of High-resolution Satellite Imagery and LIDAR Data for Automatic Building Extraction[J].ISPRS Journal of Photogrammetry and Remote Sensing,2007,62(1):43-63.[40]Hermosilla T,Ruiz L A,Recio J A,et al.Evaluation of Automatic Building Detection Approaches Combining High Resolution Images and LiDAR Data[J].Remote Sensing,2011,3(6):1188-1210.[41]Poulain V,Inglada J,Spigai M,et al.High-resolution Optical and SAR Image Fusion for Building Database Updating[J].IEEE Transactions on Geoscience and Remote Sensing,2011,49(8):2900-2910.[42]Huang X,Zhang L.Morphological Building/Shadow Index for Building Extraction From High-resolution Imagery Over Urban Areas[J].IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,2012,5(1):161-172.〖JP〗[43]Zhou Yanan,Shen Zhanfeng,Luo Jiancheng,et al.Shadow-Assisted Object-oriented Extraction of Urban Buildings[J].Geography and Geo-Information Science,2010,26(3):37-40.[周亚男,沈占锋,骆剑承,等.阴影辅助下的面向对象城市建筑物提取[J].地理与地理信息科学,2010,26(3):37-40.][44]Xiang Y,Sun Y,Li C.ARooftop Extraction Method Using Color Feature,Height Map Information and Road Information[C]//Proc.of SPIE,Image and Signal Processing for Remote Sensing,2012,8357:85370T-85370T.[45]Zhang Z,Srihari R.Qualitative Building Detection from Monocular Imagesbased on Linguistic Context[C]//Proc Vision Interface,1998:1-8.[46]Akcay H G,Aksoy S.Automatic Detection of Geospatial Objects Using Multiple Hierarchical Segmentations[J].IEEE Transactions on Geoscience and Remote Sensing,2008,46(7):2097-2111.[47]Tao Chao,Tan Yihua,Peng Bifa,et al.A Probabilistic Latent Semantic Analysis based Classification for High Resolution Remotely Sensed Imagery[J].Acta Geodaetica et Cartographica Sinica,2011,40(2):156-162.[陶超,谭毅华,彭碧发,等.一种基于概率潜在语义模型的高分辨率遥感影像分类方法[J].测绘学报,2011,40(2):156-162.][48]Tang H,Shen L,Qi Y,et al.A Multiscale Latent Dirichlet Allocation Model for Object-oriented Clustering of VHR Panchromatic Satellite Images[J].IEEE Transactions on Geoscience and Remote Sensing,2013,51(3):1680-1692.[49]Feng H,Jiang Z G,Yin J H.Roof-topDetection based on Structural Elements Combination[C]//IEEE International Geoscience and Remote Sensing Symposium (IGARSS),2012:2213-2216.[50]Kumar S,Hebert M.Man-made Structure Detection in Natural Images Using a Causal Multiscale Random Field[C]//Proceedings of Computer Vision and Pattern Recognition,2003:I-119-I-126 vol.111.[51]Li E,Femiani J,Shibiao X,et al.Robust Rooftop Extraction from Visible Band Images Using Higher Order CRF[J].IEEE Transactions on Geoscience and Remote Sensing,2015,53(8):4483-4495.[52]Mayunga S D,Coleman D J,Zhang Y.A Semi-automated Approach for Extracting Buildings from Quickbird Imagery Applied to Informal Settlement Mapping[J].International Journal of Remote Sensing,2007,28(10):2343-2357.[53]Karantzalos K,Paragios N.Recognition-driven Two-dimensional Competing Priors Toward Automatic and Accurate Building Detection[J].IEEE Transactions on Geoscience and Remote Sensing,2009,47(1):133-144.[54]Peng J,Zhang D,Liu Y.An Improved Snake Model for Building Detection from Urban Aerial Images[J].Pattern Recognition Letters,2005,26(5):587-595.[55]Liasis G,Stavrou S.Building Extraction in Satellite Images Using Active Contours and Colour Features[J].International Journal of Remote Sensing,2016,37(5):1127-1153.[56]Tian Hao,Yang Jian,Wang Yanming,et al.Towards Automatic Building Extraction:Variational Level Set Model Using Prior Shape Knowledge[J].Acta Automatica Sinica,2010,36(11):1502-1511.[田昊,杨剑,汪彦明.基于先验形状约束水平集模型的建筑物提取方法[J].自动化学报,2010,36(11):1502-1511.][57]Huang Jinku,Feng Xianfeng,Xu Xiuli,et al.A Study of Building Extraction based on Morphological Rehabilitation and Rule-oriented Classification[J].Geography and Geo-Information Science,2011,27(4):28-31.[黄金库,冯险峰,徐秀莉,〖HJ2mm〗等.基于知识规则构建和形态学修复的建筑物提取研究[J].地理与地理信息科学,2011,27(4):28-31.][58]Wu Wei,Luo Jiancheng,Shen Zhanfeng,et al.Building Extraction from High Resolution Remote Sensing Imagery based on Spatial-Spectral Method[J].Geomatics and Information Science of Wuhan University,2012,37(7):800-805.[吴炜,骆剑承,沈占锋,等.光谱和形状特征相结合的高分辨率遥感图像的建筑物提取方法[J],武汉大学学报:信息科学版,2012,37(7):800-805.][59]Ahmadi S,Zoej M V,Ebadi H,et al.Automatic Urban Building Boundary Extraction from High Resolution Aerial Images Using an Innovative Model of Active Contours[J].International Journal of Applied Earth Observation and Geoinformation,2010,12(3):150-157.[60]Karim.A Featureless Approach to 3D Polyhedral Building Modeling from Aerial Images[J].Sensors,2011,11(1):228-259.[61]Baltsavias E P.ObjectExtraction and Revision by Image Analysis Using Existing Geodata and Knowledge:Current Status and Steps Towards Operational Systems[J].ISPRS Journal of Photogrammetry and Remote Sensing,2004,58(3-4):129-151.[62]Chen L.Topological Structure in Visual Perception[J].Science,1982,218(4573):699-700.[63]Chen L,Zhang S,Srinivasan M V.GlobalPerception in Small Brains:Topological Pattern Recognition in Honey Bees[J].Proceedings of the National Academy of Sciences,2003,100(11):6884-6889.[64]Ma Li.Research on Road Information Extraction from High Resolution Imagery based on Global Precedence[D].Wuhan:Wuhan University,2011.[马力.基于整体优先性的遥感影像道路信息提取研究[D].武汉:武汉大学,2011.][65]Fu Qiankun,Wu Bo,Wang Xiaoqin,et al.Extraction and Its Height Estimation over Urban Areas based on Morphological Building Index[J].Remote Sensing Technology and Application,2015,30(1):148-154.[付乾坤,吴波,汪小钦,等.基于形态学建筑物指数的城市建筑物提取及其高度估算[J].遥感技术与应用,2015,30(1):148-154.][66]Liu G,Lin Z,Yan S,et al.Robust Recovery of Subspace Structures by Low-rank Representation[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2013,35(1):171-184.[67]Diao W,Sun X,Dou F,et al.Object Recognition in Remote Sensing Images Using Sparse Deep Belief Networks[J].Remote Sensing Letters,2015,6(10):745-754.[68]LeCun Y,Bengio Y,Hinton G.DeepLearning[J].Nature,2015,521(7553):436-444.[69]Schmidhuber J.Deep Learning in Neural Networks:An Overview[J].Neural Networks,2015,61:85-117. |