Generation of a DTM and building detection based on an MPF through integrating airborne lidar data and aerial images

International Journal of Remote Sensing

Volumn 34, Issue 8, 2013, Pages 2947-2968

  Kim, Y M ^a   Eo, Y D ^b   Chang, A J ^a   Kim, Y I ^a  

^a Seoul National University   (South Korea)

^b Konkuk University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

AERIAL PHOTOGRAPHY; ANTENNAS; EXTRACTION; FORESTRY; OBJECT DETECTION;

AIRBORNE LIDAR DATA; DIGITAL SURFACE MODELS; DIGITAL TERRAIN MODEL; EXTRACTING BUILDINGS; LIGHT DETECTION AND RANGING; NON-PLANAR SURFACES; PRE-PROCESSING STEP; SUPERVISED CLASSIFICATION;

OPTICAL RADAR;

ACCURACY ASSESSMENT; AIRBORNE SENSING; DATA PROCESSING; DIGITAL TERRAIN MODEL; IMAGE ANALYSIS; LIDAR;

AIR CRAFT; DATA PROCESSING; EXTRACTION; FORESTRY; PHOTOGRAPHY; RADAR;

EID: 84875862546     PISSN: 01431161     EISSN: 13665901     Source Type: Journal    
DOI: 10.1080/01431161.2012.756597     Document Type: Article

References (37)

1. Ackermann, F. 1999. Airborne Laser Scanning-Present Status and Future Expectations. ISPRS Journal of Photogrammetry and Remote Sensing, 54: 64-7.
2. Arroyo, L. A., Johansen, K., Armston, J. and Phinn, S. 2010. Integration of LiDAR and QuickBird Imagery for Mapping Riparian Biophysical Parameters and Land Cover Types in Australian Tropical Savannas. Forest Ecology and Management, 259: 598-606.
3. Axelsson, P. 1999. Processing of Laser Scanner Data-Algorithms and Applications. ISPRS Journal of Photogrammetry and Remote Sensing, 54: 138-47.
4. Baltsavias, E. 1999. A Comparison between Photogrammetry and Laser Scanning. ISPRS Journal of Photogrammetry and Remote Sensing, 54: 83-94.
5. Chadwick, J. 2011. Integrated LiDAR and IKONOS Multispectral Imagery for Mapping Mangrove Distribution and Physical Properties. International Journal of Remote Sensing, "doi:10.1080/01431161.2010.512944
6. Chen, Y., Su, W., Li, J. and Sun, Z. 2009. Hierarchical Object Oriented Classification Using Very High Resolution Imagery and LIDAR Data over Urban Areas. Advances in Space Research, 43: 1101-10.
7. Committee of Codification of Law. 2011. "Limit of Building Area.", Article 57, Clause 1, Building Law in Korea
8. Ekhtari, N., Sahebi, M. R., Valadan Zoej, M. J. and Mohammadzadeh, A. 2008a. "Automatic Building Detection from LiDAR Point Cloud Data". In The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences Vol. XXXVII, 473-7. Beijing "VolPart B4
9. Ekhtari, N., Sahebi, M. R., Valadan Zoej, M. J. and Mohammadzadeh, A. Semi-Automatic Building Extraction from LIDAR Data and High-Resolution Image. Map India Conference 2008. India. February 6-8. "Greater Noida
10. Han, S., Lee, J. and Yu, K. 2007. An Approach for Segmentation of Airborne Laser Point Clouds Utilizing Scan-Line Characteristics. ETRI Journal, 29: 641-8.
11. James, L. A., Watson, D. G. and Hansen, W. F. 2007. Using LiDAR Data to Map Gullies and Headwater Streams under Forest Canopy: South Carolina, USA. Catena, 71: 132-44.
12. Kilian, J., Haala, N. and English, M. 1996. "Capture and Evaluation of Airborne Laser Scanner Data". In International Archives of Photogrammetry and Remote Sensing Vol. XXXI, 383-8. Vienna VolPart B3
13. Koch, B., Straub, C., Dees, M., Wang, Y. and Weinacker, H. 2009. Airborne Laser Data for Stand Delineation and Information Extraction. International Journal of Remote Sensing, 30: 935-63.
14. Korea Forest Research Institute. 2008. Guideline for the 1:5,000 Forest Type Map, 17 pDaejeon: Korea Forest Research Institute.
15. Korea Forest Service. 2009. Stand Volume, Tree Weight, and Stand Yield Table. A Periodical Publication of Korea Forest Service,: 227 p. Daejeon: Korea Forest Service 11-1400000-000382-14
16. Lee, D. S. and Shan, J. 2003. Combining LiDAR Elevation Data and IKONOS Multispectral Imagery for Coastal Classification Mapping. Marine Geodesy. An International Journal of Ocean Surveys, Mapping and Remote Sensing, 26: 117-27.
17. Lee, D. S., Shan, J. and Bethel, J. S. 2003. Class-Guided Building Extraction from IKONOS Imagery. Photogrammetric Engineering and Remote Sensing, 69: 143-50.
18. Lee, J. H., Han, S. H., Yu, K. Y., Kim, Y. I. and Lee, B. K. 2005. Automatic Generation of DEM Using LiDAR Data. The Korean Society for GeoSpatial Information System, 13: 27-32.
19. Lindenberger, J. 1993. Laser-Profilmessungen zur topographischen Gelaedeaufnahme. Deutsche Geodaetische Kommission, Series C, No. 400 (Munich in German).,
20. Ma, R. 2005. DEM Generation and Building Detection from LiDAR Data. Photogrammetric Engineering & Remote Sensing, 71: 847-54.
21. Meng, X., Wang, L., Silvan-Cardenas, J. L. and Currit, N. 2009. A Multi-Directional Ground Filtering Algorithm for Airborne LIDAR. ISPRS Journal of Photogrammetry and Remote Sensing, 64: 117-24.
22. Osuna, E., Freund, R. and Girosi, F. 1997. "An Improved Training Algorithm for Support Vector Machines". In Neural Networks for Signal Processing VII-Proceedings of the 1997 IEEE Workshop Edited by: Principe, J., Gile, L., Morgan, N. and Wilson, E. 276-85. New York IEEE
23. Rosin, P. L. and Ioannidis, E. 2003. Evaluation of Global Image Thresholding for Change Detection. Pattern Recognition Letters, 24: 2345-56.
24. Rottensteiner, F., Trinder, J., Clode, S. and Kubik, K. 2005. Using the Dempster-Shafer Method for the Fusion of LIDAR Data and Multispectral Images for Building Detection. Information Fusion, 6: 283-300.
25. Sampath, A. and Shan, J. 2007. Building Boundary Tracing and Regularization from Airborne LiDAR Point Clouds. Photogrammetric Engineering and Remote Sensing, 73: 805-12.
26. Shan, J. and Sampath, A. 2005. Urban DEM Generation from Raw LiDAR Data: A Labeling Algorithm and Its Performance. Photogrammetric Engineering & Remote Sensing, 71: 217-26.
27. Shen, W., Zhang, J. and Yuan, F. A New Algorithm of Building Boundary Extraction Based on LIDAR Data. 19th International Conference on Geoinformatics, 2011. unpaginated CD-ROM.
28. Shrestha, R. L., Carter, W. E., Lee, M., Finer, P. and Satori, M. 1999. Airborne Laser Swath Mapping: Accuracy Assessment for Surveying and Mapping Applications. Surveying and Land Information Systems, 59: 83-94.
29. Sohn, G. and Dowman, I. 2003. "Building Extraction Using LiDAR DEMs and IKONOS Images". In International Archives of Photogrammetry and Remote Sensing, Vol. 34, Dresden, Germany: WG III/3 Workshop on 3-D Reconstruction from Airborne Laserscanner and InSAR Data. 3/W13, unpaginated
30. St-Onge, B., Hu, Y. and Vega, C. 2008. Mapping the Height and Above-Ground Biomass of a Mixed Forest Using LIDAR and Stereo Ikonos Images. International Journal of Remote Sensing, 29: 1277-94.
31. Vosselman, G. 2000. "Slope Based Filtering of Laser Altimetry Data". In International Archives of Photogrammetry and Remote Sensing Vol. XXXIII, 935-42. Amsterdam "VolPart B3
32. Vosselman, G. and Dijkman, S. 2001. "3D Building Model Reconstruction from Point Clouds and Ground Plans". In International Archives of Photogrammetry and Remote Sensing Vol. XXXIV-3/W4, 37-43. Annapolis
33. Xiong, H., Tang, L. and Sun, L. 2008. "A Strategy to Build a Seamless Multi-Scale TIN-DEM Database". In The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences Vol. XXXVII, 83-6. Beijing "VolPart B4
34. Yu, B., Liu, H., Zhang, L. and Wu, J. 2009. An Object-Based Two-Stage Method for a Detailed Classification of Urban Landscape Components by Integrating Airborne LIDAR and Color Infrared Image Data: A Case Study of Downtown Houston. In Urban Remote Sensing Event, 2009 Joint, "unpaginated CD-ROM
35. Yuan, F., Zhang, J., Zhang, L. and Gao, J. 2009. Urban DEM Generation from Airborne LiDAR Data. Urban Remote Sensing Event, 2009 Joint, unpaginated CD-ROM
36. Zhang, K. Q., Chen, S. C., Whitman, D., Shyu, M. L., Yan, J. H. and Zhang, C. C. 2003. A Progressive Morphological Filter for Removing Non-Ground Measurements from Airborne LiDAR Data. IEEE Transactions on Geoscience and Remote Sensing, 41: 872-82.
37. Zhao, W., Cheng, L., Tong, L., Liu, Y. and Li, M. Robust Segmentation of Building Points from Airborne LiDAR Data and Imagery. 19th International Conference on Geoinformatics, 2011. unpaginated CD-ROM