高分辨率光学与SAR影像在建筑物信息提取中的应用

doi:10.3969/j.issn.0255-8297.2015.05.010

Abstract

Abstract: Three-dimensional reconstruction of buildings based on high-resolution spaceborne remote sensing data is an important topic, with theoretical research and application values. Optical and SAR images are two types of widely applied remote sensing data. Highresolution remote sensing is an important trend in contemporary development. Building detection and height estimation are described and summarized. Physical scattering characteristics of buildings in high resolution SAR images are analyzed, and simulation carried out. Research status of building detection and height estimation is presented in the order of used image sources. In-depth analysis of the problems in building detection and height estimation is presented. Finally, the future research directions for building three-dimensional reconstruction based on high-resolution optical and SAR images are suggested.

Key words: high resolution, optical image, SAR image, three-dimensional reconstruction, building detection, height estimation

CLC Number:

TN95

ZHANG Bin, ZHANG Yao-ming, ZHANG Zhi, QIN Qian-qing, WANG Han. Application of Building Information Extraction Based on High Resolution Optical and SAR Images[J]. Journal of Applied Sciences, 2015, 33(5): 559-567.

References

[1] Franceschetti G, Miglaccio M, Riccio D. A canonical problem in electromagnetic backscattering from buildings [J]. IEEE Transactions on Geoscience and Remote Sensing, 2002, 40(8): 1787-1801

[2] Dong Y, Forster B, Ticehurst C. Radar backscatter analysis for urban environments [J]. International Journal of Remote Sensing, 1997, 18(6): 1351-1364.

[3] Brunner D, Lemoine G, Bruzzone L. Height estimation of man made structures using hybrid VHR optical and SAR imagery [C]//Proceeding of EARSeL Joint Workshop: Remote Sensing-New Challenges of High Resolution, Bochum, 2008.

[4] Brunner D, Lemoine G, Bruzzone L. Analysis of the reliability of the double bounce scattering mechanism for detecting buildings in VHR SAR images [C]//Process of IEEE Radar Conference, 2009.

[5] Balz T, Stilla U. Hybrid GPU based single-and double-bounce SAR simulation [J]. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47(10): 3519-3529.

[6] 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.

[7] Sirmacek B, Ünsalan 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.

[8] Müller S, Zaum D W. Robust building detection in aerial images [C]//Proceeding of International Archives of Photogrammetry and Remote Sensing, 2005: 143-148.

[9] Shackelford A K, Davis C H, Wang X. Automated 2-D building footprint extraction from high-resolution satellite multi-spectral imagery [C]//Proceeding of International Geoscience and Remote Sensing Symposium (IGARSS), 2004: 1996-1999.

[10] Wei Y, Zhao Z, Song J. Urban building extraction from high-resolution satellite panchromatic image using clustering and edge detection [C]//Proceeding of IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2004: 2008-2010.

[11] Jin X Y, Curt H. Automated building extraction from high resolution satellite imagery in urban areas using structural, contextual, and spectral information [C]//Proceeding of EURASIP Journal on Applied Signal Processing, 2005: 2196-2206.

[12] Singh D, Maurya R, Shukla A S, Sharma M K. Building extraction from very high resolution multispectral images using NDVI based segmentation and morphological operators [C]//Process of Engineering and Systems (SCES), 2012.

[13] Ren K, Sun H X, Jia Q H. Building recognition from aerial images combining segmentation and shadow [C]//Process of International Conference on Intelligent Computing and Intelligent System (ICICISYS), 2009: 578-582.

[14] Shackelford A K, Davis C H, Wang X Y. Automated 2-D Building footprint extraction from high-resolution satellite multispectral imagery [C]//Process of International Geoscience and Remote Sensing Symposium (IGARSS), 2004: 1996-1999.

[15] Tupin F, Roux M. Markov random field on region adjacency graph for the fusion of SAR and optical data in radargrammetric applications [J]. IEEE Transactions on Geoscience and Remote Sensing, 43(8): 1920-1928.

[16] Zhang H Y, Sun K M, Li W Z. Object-oriented shadow detection and removal from urban highresolution remote sensing images [J]. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(2): 6972-6982.

[17] 王国军,张风丽,徐旭. 几何模型约束的SAR图像建筑物提取[J]. 红外与毫米波学报,2013, 32(5): 444-450. Wang G J, Zhang F L, Xu X. Geometrical model-based three-dimensional building extraction in high-resolution SAR imagery [J]. Journal of Infrared and Millimeter Waves, 2013, 32(5): 444-450. (in Chinese)

[18] 傅兴玉,尤红建,付琨. 基于改进Markov随机场的高分辨率SAR图像建筑物分割算法[J]. 电子学报,2012, 40(6): 1141-1147. Fu X Y, You H J, Fu K. Building segmentation from high-resolution SAR images based on improved Markov random field [J]. Chinese Journal of Electronics, 2012, 40(6): 1141-1147. (in Chinese)

[19] Simonetto E, Oriot H, Garello R. Rectangular building extraction from stereoscopic airborne radar images [J]. IEEE Transactions on Geoscience and Remote Sensing, 43(10): 2386-2395.

[20] Xu F, Jin Y Q. Automatic reconstruction of building objects from multi-aspect meter-resolution SAR images [J]. IEEE Transactions on Geoscience and Remote Sensing, 2007, 45(7): 2336-2353.

[21] 呙维,胡涛,廖明生. 用于高分辨率SAR影像建筑物提取的对象级高亮特征描述方法[J]. 武汉大学学报:信息科学版,2014, 39(2): 220-224. Guo W, Hu T, Liao M S. Object-level highlight features for high-resolution SAR building extraction [J]. Geomatics and Information Science of Wuhan University, 2014, 39(2): 220-224. (in Chinese)

[22] Benz U C, Hofmann P, Willhauck G. Multi-resolution, object-oriented fuzzy analysis of remote sensing data for GIS-ready information [C]//Proceeding of ISPRS Journal of Photogrammetry and Remote Sensing, 2004: 239-258.

[23] Chehata N, Desseilligny M P, Jung F. Extraction of 3D primitives from stereopairs of satellite images for automatic reconstruction of buildings [C]//Proceeding of 7th Digital Image Computing: Techniques and Applications, 2003: 889-898.

[24] 邵振峰. 基于航空立体影像对的人工目标三维提取与重建[D]. 武汉:武汉大学,2004.

[25] Ortner M, Descombes X, Zerubia J. Building outline extraction from digital elevation models using marked point processes [J]. International Journal of Computer Vision, 2007, 72(2): 107-132.

[26] Flammanc D, Maillet G, Jibrini H. 3D city models: an operational approach using aerial images and cadastral maps [C]//Proceeding of International Archives of Photogrammetry Remote Sensing and Spatial Information Sciences, 2003: 53-58.

[27] Brunner D, Lemoine G, Thoorens F X. Distributed geospatial data processing functionality to support collaborative and rapid emergency response [J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2009, 2(1): 33-46, 2009.

[28] Simonetto E, Oriot H, Garello R. Rectangular building extraction from stereoscopic airborne radar images [J]. IEEE Transactions on Geoscience and Remote Sensing, 2005, 43(10): 2386-2395.

[29] Gamba P, Houshmand B, Saccani M. Detection and extraction of buildings from interferometric SAR data [J]. IEEE Transactions on Geoscience and Remote Sensing, 2000, 38(1): 611-617.

[30] 张波,王超,张红. SAR影像建筑物提取与高度反演研究综述[J]. 遥感技术与应用,2012, 27(3): 496-503. Zhang B, Wang C, Zhang H. A review on building extraction and reconstruction from SAR image [J]. Remote Sensing technology and Application, 2012, 27(3): 496-503. ( in Chinese)

[31] 徐丰,金亚秋. 城区高分辨率SAR图像的信息获取与重建[J]. 遥感技术与应用, 2007, 22(2): 287-290. Xu F, Jin Y Q. Information retrieval and reconstruction based on high-resolution SAR observation over urban area [J]. Remote Sensing Technology and Application, 2007, 22(2): 287-290. (in Chinese)

[32] 张风丽,邵芸. 城市目标高分辨率SAR遥感监测技术研究进展[J]. 遥感技术与应用,2010, 25(3): 415-422. Zhang F L, Shao Y. Urban target monitoring using high-resolution SAR data [J]. Remote Sensing Technology and Application, 2010, 25(3): 415-422. (in Chinese)

[33] Guillaso S, Ferro-Famil L, Reigber A. Building characterization using L-band polarimetric interferometric SAR data [J]. IEEE Transactions on Geoscience and Remote Sensing Letters, 2005, 2(3): 347-351.

[34] Tison C, Tupin F, Maitre H. Retrieval of building shapes from shadows in high resolution SAR interferometric images [C]//Proceeding of Geoscience and Remote Sensing Symposium, 2004, 3: 1788-1791.

[35] 魏恋欢,廖明生,Balz T. 高分辨率SAR层析成像建筑物叠掩散射体提取[J]. 武汉大学学报:信息科学版,2014, 39(5): 537-359. Wei L H, Liao M S, Balz T. Layover building scatterers extraction via high-resolution spaceborne SAR tomography [J]. Geomatics and Information Science of Wuhan University, 2014, 39(5): 537-359. (in Chinese)

[36] 朱俊杰,丁赤飚,尤红建. 基于高分辨率SAR 图像的建筑物高度提取[J]. 现代雷达,2007, 28(12), 76-79. Zhu J J, Ding C B, You H J. Extraction of building height from high-resolution sar image [J]. Modern Radar, 2007, 28(12): 76-79. (in Chinese)

[37] Balz T, Stilla U. Hybrid GPU based single-and double-bounce SAR simulation [J]. IEEE Transactions on Geoscience and Remote Sensing, 2009, 47(10): 3519-3529.

[38] Brunner D, Lemoine G, Bruzzone L. Building height retrieval from VHR SAR imagery based on an iterative simulation and matching technique [J]. IEEE T Transactions on Geoscience and Remote Sensing, 2010, 48(3): 1487-1504.

[39] 张波,张红,王子玮. 电磁散射模型应用于单景高分辨率SAR影像建筑物高度反演的解算方法[J]. 武汉大学学报:信息科学版,2012, 37(12): 1460-1463. Zhang B, Zhang H, Wang Z W. Electromagnetic model used for building height retrieval by single high resolution SAR image [J]. Geomatics and Information Science of Wuhan University, 2012, 37(12): 1460-1463. (in Chinese)

[40] 蒋李兵,王壮,雷琳. 基于模型的单幅高分辨SAR图像建筑物高度反演方法[J]. 电子学报,2012, 40(6): 1086-1091. Jiang L B, Wang Z, Lei L. Model based building height retrieval from single HR SAR image[J]. Chinese Journal of Electronics, 2012, 40(6): 1086-1091. (in Chinese)

[41] 傅兴玉,尤红建,付琨. 单幅高分辨率SAR图像建筑物三维模型重构[J]. 红外与毫米波学报,2012, 31(6): 569-576. Fu X Y, You H J, Fu K. 3-D reconstruction of building from single high-resolution SAR image[J]. Journal of Infrared and Millimeter Waves, 2012, 31(6): 569-576. (in Chinese)

[42] Sportouche H, Tupin F, Denise L. Extraction and three-dimensional reconstruction of isolated buildings in urban scenes from high-resolution optical and SAR space borne images [J]. IEEE Transactions on Geoscience and Remote Sensing, 2009, 49(10): 3932-394.

[43] Wegner J D, Soergel U, Thiele A. Building extraction in urban scenes from high resolution INSAR data and optical imagery [C]//Proceedings of Joint Urban Remote Sensing Event 2009. Shanghai, China, 2009.

[44] 朱俊杰,郭华东,范湘涛. 高分辨率SAR与光学图像融合的建筑物三维重建研究[J]. 高技术通讯,2005, 15(12): 68-74. Zhu J J, Guo H D, Fan X T. 3D reconstruction based on high-resolution SAR and optical image [J]. High Technology Letters, 2005, 15(12): 68-74. (in Chinese)

[45] Brunner D, Lemoine G, Bruzzone L. Earthquake damage assessment of buildings using the optical and SAR image [J]. IEEE Transaction on Geoscience and Remote Sensing, 2010, 48(5): 2403-2420.

[46] Wang T L, Jin Y Q. Post-earthquake building damage assessment using multi-mutual information from pre-event optical image and post-event SAR image [J]. IEEE Transactions on Geoscience and Remote Sensing Letters, 2012, 9(3): 452-456.

[47] Poulain V, Inglada J, Spigai M, Tourneret J Y. High-resolution optical and SAR image fusion for building database updating [J]. IEEE Transactions on Geoscience and Remote Sensing, 2011, 49(8): 2900-2910.

[48] Hussain E, Ural S, Kim K H, Fu C S. Building extraction and rubble mapping for city portau-prince post-2010 earthquake with GeoEye-1 imagery and Lidar data [J]. Photogrammetric Engineering & Remote Sensing, 2011, 77(10): 1011-1023.

Application of Building Information Extraction Based on High Resolution Optical and SAR Images

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