Object-based Morphological Building Index for Building Extraction from High Resolution Remote Sensing Imagery

Cehui Xuebao/Acta Geodaetica et Cartographica Sinica

Volumn 46, Issue 6, 2017, Pages 724-733

  Lin, Xiangguo ^a   Zhang, Jixian ^b  

^a CHINESE ACADEMY OF SURVEYING AND MAPPING   (China)

^b National Quality Inspection and Testing Centre for Surveying and Mapping Products   (China)

Author keywords

Building extraction; High resolution remote sensing image; Mathematical morphology; Object based image analysis; Region adjacency graph

Indexed keywords

BINARY IMAGES; BINS; BUILDINGS; DATA MINING; EXTRACTION; GRAPHIC METHODS; IMAGE RECONSTRUCTION; IMAGE SEGMENTATION; MAPPING; MATHEMATICAL MORPHOLOGY; REMOTE SENSING;

BIDIRECTIONAL MAPPING; BUILDING EXTRACTION; HIGH RESOLUTION REMOTE SENSING IMAGERY; HIGH RESOLUTION REMOTE SENSING IMAGES; MAPPING RELATIONSHIPS; OBJECT BASED IMAGE ANALYSIS; PANCHROMATIC SATELLITES; REGION ADJACENCY GRAPHS;

IMAGE PROCESSING;

ACCURACY ASSESSMENT; AERIAL PHOTOGRAPH; BUILDING; GRAPHICAL METHOD; IMAGE ANALYSIS; INDEX METHOD; NUMERICAL METHOD; PANCHROMATIC IMAGE; PHOTOGRAMMETRY; PIXEL; POLYGON; REMOTE SENSING; SATELLITE IMAGERY; SEGMENTATION; SPECTRAL RESOLUTION;

EID: 85025075751     PISSN: 10011595     EISSN: None     Source Type: Journal    
DOI: 10.11947/j.AGCS.2017.20170068     Document Type: Article

References (32)

1. ZHOU Chenghu, LUO Jiancheng. Geocomputing of High Resolution Satellite Remote Sensing Imagery[M]. Beijing: Science Press, 2009: 11.
2. LI Deren. On Integrated Earth Observation Systems of Geomatics[J]. Science of Surveying and Mapping, 2004, 29(3): 1-2.
3. ZHANG Yongsheng, GONG Danchao, LIU Jun, et al. Application of High Resolution Remote Sensing Satellites[M]. Beijing: Science Press, 2004: 122.
4. ZHOU Junqi, LI Zhijuan. Spatial Relation-aided Method for Object-oriented Extraction of Buildings from High Resolution Image[J]. Journal of Applied Sciences, 2012, 30(5): 511-516.
5. HUERTAS A, NEVATIA R. Detecting Buildings in Aerial Images[J]. Computer Vision, Graphics, and Image Processing, 1988, 41(2): 131-152.
6. 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.
7. CUI Shiyong, YAN Qin, REINARTZ P. Complex Building Description and Extraction Based on Hough Transformation and Cycle Detection[J]. Remote Sensing Letters, 2012, 3(2): 151-159.
8. CROITORU A, DOYTSHER Y. Right-angle Rooftop Polygon Extraction in Regularised Urban Areas: Cutting the Corners[J]. The Photogrammetric Record, 2004, 19(108): 311-341.
9. GARCIN L, DESCOMBES X, LE MEN H, et al. Building Detection by Markov Object Processes[C]//Proceedings of 2001 International Conference on Image Processing. Thessaloniki: IEEE, 2001, 2: 565-568.
10. TAN Qulin. Urban Building Extraction from VHR Multi-spectral Images Using Object-based Classification[J]. Acta Geodaetica et Cartographica Sinica, 2010, 39(6): 618-623.
11. TAO Chao, TAN Yihua, CAI Huajie, et al. Object-oriented Method of Hierarchical Urban Building Extraction from High-resolution Remote-sensing Imagery[J]. Acta Geodaetica et Cartographica Sinica, 2010, 39(1): 39-45.
12. LIOW Y T, PAVLIDIS T. Use of Shadows for Extracting Buildings in Aerial Images[J]. Computer Vision, Graphics, and Image Processing, 1990, 49(2): 242-277.
13. SHI Wenzao, MAO Zhengyuan. Building Extraction from High Resolution Remotely Sensed Imagery Based on Shadows and Graph-cut Segmentation[J]. Acta Electronica Sinica, 2016, 44(12): 2849-2854.
14. PESARESI M, GERHARDINGER A, KAYITAKIRE F. A Robust Built-up Area Presence Index by Anisotropic Rotation-invariant Textural Measure[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2008, 1(3): 180-192.
15. PESARESI M, GERHARDINGER A. Improved Textural Built-up Presence Index for Automatic Recognition of Human Settlements in Arid Regions with Scattered Vegetation[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2011, 4(1): 16-26.
16. HUANG Xin, ZHANG Liangpei. 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.
17. HU Rongming, HUANG Xiaobing, HUANG Yuancheng. An Enhanced Morphological Building Index for Building Extraction from High-resolution Images[J]. Acta Geodaetica et Cartographica Sinica, 2014, 43(5): 514-520. DOI: 10.13485/j.cnki.11-2089.2014.0084.
18. HUANG Xin, YUAN Wenliang, LI Jiayi, et al. A New Building Extraction Postprocessing Framework for High-spatial-resolution Remote-sensing Imagery[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2017, 10(2): 654-668.
19. SOILLE P. Morphological Image Analysis: Principles and Applications[M]. Berlin, Heidelberg, New York: Springer-Verlag, 1999.
20. LANTUEJOUL C, MAISONNEUVE F. Geodesic Methods in Quantitative Image Analysis[J]. Pattern Recognition, 1984, 17(2): 117-187.
21. LANTUEJOUL C, BEUCHER S. On the Use of the Geodesic Metric in Image Analysis[J]. Journal of Microscopy, 1981, 121(1): 39-49.
22. COMANICIU D, MEER P. Mean Shift: A Robust Approach Toward Feature Space Analysis[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002, 24(5): 603-619.
23. CHRISTOUDIAS M C, GEORGESCU B, MEER P. Synergism in Low Level Vision[C]//Proceedings of the 16th International Conference on Pattern Recognition. Quebec City, Canada: IEEE, 2002, 4: 150-155.
24. GDAL-Geospatial Data Abstraction Library[EB/OL]. http://www.gdal.org/.
25. LIN Xiangguo, NING Xiaogang. Extraction of Human Settlements from High Resolution Remote Sensing Imagery by Fusing Features of Right Angle Corners and Right Angle Sides[J]. Acta Geodaetica et Cartographica Sinica, 2017, 46(1): 83-89. DOI: 10.11947/j.AGCS.2017.20160389.
26. HUANG Xin, ZHANG Liangpei. An Adaptive Mean-shift Analysis Approach for Object Extraction and Classification from Urban Hyperspectral Imagery[J]. IEEE Transactions on Geoscience and Remote Sensing, 2008, 46(12): 4173-4185.
27. MING Dongping, LI J, WANG Junyi, et al. Scale Parameter Selection by Spatial Statistics for GeOBIA: Using Mean-Shift Based Multi-scale Segmentation as an Example[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 106: 28-41.
28. MING Dongping, CI Tianyu, CAI Hongyue, et al. Semivariogram-based Spatial Bandwidth Selection for Remote Sensing Image Segmentation with Mean-shift Algorithm[J]. IEEE Geoscience and Remote Sensing Letters, 2012, 9(5): 813-817.
29. LIN Xiangguo, ZHANG Jixian, NING Xiaogang, et al. Filtering of Point Clouds Using Fusion of Three Types of Primitives Including Points, Objects and Key Points[J]. Acta Geodaetica et Cartographica Sinica, 2016, 45(11): 1308-1317. DOI: 10.11947/j.AGCS.2016.20160372.
30. ZHU Qing, CHEN Chongtai, HU Han, et al. An Adaptive Dense Matching Method for Airborne Images Using Texture Information[J]. Acta Geodaetica et Cartographica Sinica, 2017, 46(1): 62-72. DOI: 10.11947/j.AGCS.2017.20150608.
31. QIN Rongjun. Change Detection on LOD 2 Building Models with very High Resolution Spaceborne Stereo Imagery[J]. ISPRS Journal of Photogrammetry and Remote Sensing, 2014, 96: 179-192.
32. TIAN Jiaojiao, CUI Shiyong, REINARTZ P. Building Change Detection Based on Satellite Stereo Imagery and Digital Surface Models[J]. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(1): 406-417.