Building extraction from very high-resolution synthetic aperture radar images based on statistical and structural information fusion

References

• Adelipour, S., and H. Ghassemian. 2018. “The Fusion of Morphological and Contextual Information for Building Detection from Very High-Resolution SAR Images.” Paper presented at the Iranian Conference on Electrical Engineering (ICEE), Mashhad, Iran. doi:10.1109/ICEE.2018.8472581.
   Google Scholar
• Amitrano, D., V. Belfiore, F. Cecinati, G. D. Martino, A. Iodice, P.-P. Mathieu, S. Medagli, D. Poreh, D. Riccio, and G. Ruello. 2016. “Urban Areas Enhancement in Multitemporal SAR RGB Images Using Adaptive Coherence Window and Texture Information.” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 9 (8): 3740–3752. doi:10.1109/JSTARS.2016.2555340.
   Web of Science ®Google Scholar
• Aytekın, Ö., A. Erener, İ. Ulusoy, and Ş. Düzgün. 2012. “Unsupervised Building Detection in Complex Urban Environments from Multispectral Satellite Imagery.” International Journal of Remote Sensing 33 (7): 2152–2177. doi:10.1080/01431161.2011.606852.
   Web of Science ®Google Scholar
• Baselice, F., A. Budillon, G. Ferraioli, and V. Pascazio. 2009. “Layover Solution in SAR Imaging: A Statistical Approach.” IEEE Geoscience and Remote Sensing Letters 6 (3): 577–581. doi:10.1109/LGRS.2009.2021489.
   Web of Science ®Google Scholar
• Boldt, M., A. Thiele, K. Schulz, and S. Hinz. 2014. “SAR Image Segmentation Using Morphological Attribute Profiles.” The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences 40 (3): 39. doi:10.5194/isprsarchives-XL-3-39-2014.
   Google Scholar
• Cellier, F., H. Oriot, and J.-M. Nicolas. 2005. “Introduction of the Mean Shift Algorithm in SAR Imagery: Application to Shadow Extraction for Building Reconstruction.” Paper presented at the Proceedings of the Earsel 3D Remote Sensing Workshop, Porto, Portugal.
   Google Scholar
• Chen, H., Y. Zhang, H. Wang, and C. Ding. 2012a. “Analysis of Geometric Property of Building Double-Reflection in High-Resolution SAR Images and Its Application to Height Retrieval.” Journal of Applied Remote Sensing 6 (1): 063555. doi:10.1117/1.JRS.6.063555.
   Google Scholar
• Chen, L., S. Zhao, W. Han, and L. Yun. 2012b. “Building Detection in an Urban Area Using Lidar Data and QuickBird Imagery.” International Journal of Remote Sensing 33 (16): 5135–5148. doi:10.1080/01431161.2012.659355.
   Web of Science ®Google Scholar
• Chen, S., H. Wang, X. Feng, and Y.-Q. Jin. 2015. “Automatic Recognition of Isolated Buildings on Single-Aspect SAR Image Using Range Detector.” IEEE Geoscience and Remote Sensing Letters 12 (2): 219–223. doi:10.1109/LGRS.2014.2327125.
   Web of Science ®Google Scholar
• Dalla Mura, M., J. A. Benediktsson, and L. Bruzzone. 2009. “Modeling Structural Information for Building Extraction with Morphological Attribute Filters.” Paper presented at the Proceedings of the SPIE European Remote Sensing, Berlin, Germany. doi:10.1117/12.836021.
   Google Scholar
• Dalla Mura, M., J. A. Benediktsson, B. Waske, and L. Bruzzone. 2010. “Morphological Attribute Profiles for the Analysis of Very High Resolution Images.” IEEE Transactions on Geoscience and Remote Sensing 48 (10): 3747–3762. doi:10.1109/TGRS.2010.2048116.
   Web of Science ®Google Scholar
• DLR. 2009. “TerraSAR-X - Germany‘S Radar Eye in Space.” https://www.dlr.de/dlr/en/desktopdefault.aspx/tabid-10377/565_read436/#/gallery/350
   Google Scholar
• El-Darymli, K., P. McGuire, D. Power, and C. Moloney. 2013. “Target Detection in Synthetic Aperture Radar Imagery: A State-Of-The-Art Survey.” Journal of Applied Remote Sensing 7 (1): 071598. doi:10.1117/1.JRS.7.071598.
   Google Scholar
• Feng, X., and Y.-Q. Jin. 2007. “Automatic Reconstruction of Building Objects from Multiaspect Meter-Resolution SAR Images.” IEEE Transactions on Geoscience and Remote Sensing 45 (7): 2336–2353. doi:10.1109/TGRS.2007.896614.
   Web of Science ®Google Scholar
• Ferro, A., D. Brunner, and L. Bruzzone. 2013. “Automatic Detection and Reconstruction of Building Radar Footprints from Single VHR SAR Images.” IEEE Transactions on Geoscience and Remote Sensing 51 (2): 935–952. doi:10.1109/TGRS.2012.2205156.
   Web of Science ®Google Scholar
• Ferro, A., D. Brunner, L. Bruzzone, and G. Lemoine. 2011. “On the Relationship between Double Bounce and the Orientation of Buildings in VHR SAR Images.” IEEE Geoscience and Remote Sensing Letters 8 (4): 612–616. doi:10.1109/LGRS.2010.2097580.
   Web of Science ®Google Scholar
• Gavankar, N. L., and S. K. Ghosh. 2018. “Automatic Building Footprint Extraction from High-Resolution Satellite Image Using Mathematical Morphology.” European Journal of Remote Sensing 51 (1): 182–193. doi:10.1080/22797254.2017.1416676.
   Web of Science ®Google Scholar
• Gui, R., X. Xin, H. Dong, C. Song, and P. Fangling. 2016. “Individual Building Extraction from TerraSAR-X Images Based on Ontological Semantic Analysis.” Remote Sensing 8 (9): 708. doi:10.3390/rs8090708.
   Web of Science ®Google Scholar
• Imani, M., and H. Ghassemian. 2016a. “Edge Patch Image-Based Morphological Profiles for Classification of Multispectral and Hyperspectral Data.” IET Image Processing 11 (3): 164–172. doi:10.1049/iet-ipr.2016.0421.
   Web of Science ®Google Scholar
• Imani, M., and H. Ghassemian. 2016b. “Spectral-Spatial Classification of High Dimensional Images Using Morphological Filters and Regression Model.” Paper presented at the 2016 6th International Conference on Intelligent and Advanced Systems (ICIAS), Kuala Lumpur, Malaysia. doi:10.1109/ICIAS.2016.7824087.
   Google Scholar
• Jin, X., and C. H. Davis. 2005. “Automated Building Extraction from High-Resolution Satellite Imagery in Urban Areas Using Structural, Contextual, and Spectral Information.” EURASIP Journal on Advances in Signal Processing 2005 (14): 745309. doi:10.1155/ASP.2005.2196.
   Google Scholar
• Kim, J., and J.-P. Muller. 2011. “Tree and Building Detection in Dense Urban Environments Using Automated Processing of IKONOS Image and LiDAR Data.” International Journal of Remote Sensing 32 (8): 2245–2273. doi:10.1080/01431161003698237.
   Web of Science ®Google Scholar
• Kun, F., Y. Zhang, X. Sun, L. Feng, H. Wang, and F. Dou. 2016. “A Coarse-to-Fine Method for Building Reconstruction from HR SAR Layover Map Using Restricted Parametric Geometrical Models.” IEEE Geoscience and Remote Sensing Letters 13 (12): 2004–2008. doi:10.1109/LGRS.2016.2621054.
   Web of Science ®Google Scholar
• Liu, B., K. Tang, and J. Liang. 2017. “A Bottom-Up/Top-Down Hybrid Algorithm for Model-Based Building Detection in Single Very High Resolution SAR Image.” IEEE Geoscience and Remote Sensing Letters 14 (6): 926–930. doi:10.1109/LGRS.2017.2687946.
   PubMed Web of Science ®Google Scholar
• Lombardo, P., M. Sciotti, and L. M. Kaplan. 2001. “SAR Prescreening Using Both Target and Shadow Information.” Paper presented at the Proceedings of the 2001 IEEE Radar Conference, Atlanta, GA. doi:10.1109/NRC.2001.922968.
   Google Scholar
• Manavalan, R. 2018. “Review of Synthetic Aperture Radar Frequency, Polarization, and Incidence Angle Data for Mapping the Inundated Regions.” Journal of Applied Remote Sensing 12 (2): 021501.
   Web of Science ®Google Scholar
• Mirzapour, F., and H. Ghassemian. 2015. “Hyperspectral Image Classification Using Profiles Based on Partial Differential Equations.” Paper presented at the 2015 23rd Iranian Conference on Electrical Engineering (ICEE), Tehran, Iran. doi:10.1109/IranianCEE.2015.7146226.
   Google Scholar
• Pesaresi, M., and J. A. Benediktsson. 2001. “A New Approach for the Morphological Segmentation of High-Resolution Satellite Imagery.” IEEE Transactions on Geoscience and Remote Sensing 39 (2): 309–320. doi:10.1109/36.905239.
   Web of Science ®Google Scholar
• Rohling, H. 1983. “Radar CFAR Thresholding in Clutter and Multiple Target Situations.” IEEE Transactions on Aerospace and Electronic Systems 4: 608–621. doi:10.1109/TAES.1983.309350.
   Web of Science ®Google Scholar
• SDMS. 1995. “MSTAR public clutter.” https://www.sdms.afrl.af.mil/index.php?collection=mstar&page=clutter
   Google Scholar
• Soergel, U., U. Thoennessen, A. Brenner, and U. Stilla. 2006. “High-Resolution SAR Data: New Opportunities and Challenges for the Analysis of Urban Areas.” IEE Proceedings-Radar, Sonar and Navigation 153 (3): 294–300. doi:10.1049/ip-rsn:20045088.
   Google Scholar
• Taghipour, A., and H. Ghassemian. 2017. “Hyperspectral Anomaly Detection Using Attribute Profiles.” IEEE Geoscience and Remote Sensing Letters 14 (7): 1136–1140. doi:10.1109/LGRS.2017.2700329.
   Web of Science ®Google Scholar
• Teimouri, M., M. Mokhtarzade, and M. J. Valadan Zoej. 2016. “Optimal Fusion of Optical and SAR High-Resolution Images for Semiautomatic Building Detection.” GIScience & Remote Sensing 53 (1): 45–62. doi:10.1080/15481603.2015.1116140.
   Web of Science ®Google Scholar
• Thiele, A., E. Cadario, K. Schulz, U. Thonnessen, and U. Soergel. 2007. “Building Recognition from Multi-Aspect High-Resolution InSAR Data in Urban Areas.” IEEE Transactions on Geoscience and Remote Sensing 45 (11): 3583–3593. doi:10.1109/TGRS.2007.898440.
   Web of Science ®Google Scholar
• Tupin, F., J. Henri Maitre, F. Mangin, J.-M. Nicolas, and E. Pechersky. 1998. “Detection of Linear Features in SAR Images: Application to Road Network Extraction.” IEEE Transactions on Geoscience and Remote Sensing 36 (2): 434–453. doi:10.1109/36.662728.
   Web of Science ®Google Scholar
• Vidal, A., and M. R. Moreno. 2011. “Change Detection of Isolated Housing Using a New Hybrid Approach Based on Object Classification with Optical and TerraSAR-X Data.” International Journal of Remote Sensing 32 (24): 9621–9635. doi:10.1080/01431161.2011.571297.
   Web of Science ®Google Scholar
• Wang, Z., D. Lan, and S. Hongtao. 2017. “Target Detection via Bayesian-Morphological Saliency in High-Resolution SAR Images.” IEEE Transactions on Geoscience and Remote Sensing 55 (10): 5455–5466. doi:10.1109/TGRS.2017.2707672.
   Web of Science ®Google Scholar
• Xue, L., X. Yang, and Z. Cao. 2012. “Building Extraction of SAR Images Using Morphological Attribute Profiles.” Communications, Signal Processing, and Systems, 202: 13–21. Springer. doi:10.1007/978-1-4614-5803-6_2.
   Google Scholar
• Zhai, W., H. Shen, C. Huang, and W. Pei. 2016. “Fusion of Polarimetric and Texture Information for Urban Building Extraction from Fully Polarimetric SAR Imagery.” Remote Sensing Letters 7 (1): 31–40. doi:10.1080/2150704X.2015.1101179.
   Web of Science ®Google Scholar
• Zhao, L., X. Zhou, and G. Kuang. 2013. “Building Detection from Urban SAR Image Using Building Characteristics and Contextual Information.” EURASIP Journal on Advances in Signal Processing 2013 (1): 56. doi:10.1186/1687-6180-2013-56.
   Google Scholar