Automatic extraction of building roofs using LIDAR data and multispectral imagery

ISPRS Journal of Photogrammetry and Remote Sensing

Volumn 83, Issue , 2013, Pages 1-18

  Awrangjeb, Mohammad ^a   Zhang, Chunsun ^b   Fraser, Clive S ^b  

^a MONASH UNIVERSITY   (Australia)

^b UNIVERSITY OF MELBOURNE   (Australia)

Author keywords

Automation; Building; Extraction; Feature; Integration; LIDAR; Orthoimage; Reconstruction

Indexed keywords

AUTOMATION; BUILDINGS; EXTRACTION; FORESTRY; IMAGE RECONSTRUCTION; INTEGRATION; ITERATIVE METHODS; REMOTE SENSING; ROOFS; THREE DIMENSIONAL; THREE DIMENSIONAL COMPUTER GRAPHICS;

AUTOMATIC EXTRACTION; DIGITAL ELEVATION MODEL; FEATURE; LIDAR (LIGHT DETECTION AND RANGING); MULTI-SPECTRAL IMAGERY; ORTHOIMAGES; REMOTELY SENSED DATA; SEGMENTATION TECHNIQUES;

OPTICAL RADAR;

AUTOMATION; BUILDING; EXPERIMENTAL STUDY; LIDAR; MULTISPECTRAL IMAGE; RECONSTRUCTION; SATELLITE DATA;

AUTOMATION; BUILDINGS; CONSTRUCTION; INTEGRATION; RADAR; REMOTE SENSING; THREE DIMENSIONAL DESIGN;

EID: 84879538900     PISSN: 09242716     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.isprsjprs.2013.05.006     Document Type: Article

References (31)

1. Awrangjeb M., Lu G. Robust image corner detection based on the chord-to-point distance accumulation technique. IEEE Transactions on Multimedia 2008, 10(6):1059-1072.
2. Awrangjeb, M., Lu, G., Fraser, C.S., Ravanbakhsh, M., 2009. A fast corner detector based on the chord-to-point distance accumulation technique. In: Proc. Digital Image Computing: Techniques and Applications. Melbourne, Australia, pp. 519-525.
3. Awrangjeb, M., Ravanbakhsh, M., Fraser, C.S., 2010a. Automatic building detection using LIDAR data and multispectral imagery. In: Proc. Digital Image Computing: Techniques and Applications. Sydney, Australia, pp. 45-51.
4. Awrangjeb M., Ravanbakhsh M., Fraser C.S. Automatic detection of residential buildings using LIDAR data and multispectral imagery. ISPRS Journal of Photogrammetry and Remote Sensing 2010, 65(5):457-467.
5. Awrangjeb M., Ravanbakhsh M., Fraser C.S. Building detection from multispectral imagery and LIDAR data employing a threshold-free evaluation system. International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences 2010, 38(part 3A):49-55.
6. Awrangjeb, M., Zhang, C., Fraser, C.S., 2012a. Automatic reconstruction of building roofs through integration of LIDAR and multispectral imagery. In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. I-3. Melbourne, Australia, pp. 203-208.
7. Awrangjeb M., Zhang C., Fraser C.S. Building detection in complex scenes thorough effective separation of buildings from trees. Photogrammetric Engineering and Remote Sensing 2012, 78(7):729-745.
8. Barista, 2011. The Barista Software. http://www.baristasoftware.com.au.
9. Chen L., Teo T., Hsieh C., Rau J. Reconstruction of building models with curvilinear boundaries from laser scanner and aerial imagery. Lecture Notes in Computer Science 2006, 4319:24-33.
10. Cheng L., Gong J., Li M., Liu Y. 3d building model reconstruction from multi-view aerial imagery and LIDAR data. Photogrammetric Engineering and Remote Sensing 2011, 77(2):125-139.
11. Dorninger P., Pfeifer N. A comprehensive automated 3d approach for building extraction, reconstruction, and regularization from airborne laser scanning point clouds. Sensors 2008, 8(11):7323-7343.
12. Foody G. Status of land cover classification accuracy assessment. Remote Sensing of Environment 2002, 80(1):185-201.
13. Gonzalez R.C., Woods R.E., Eddins S.L. Digital Image Processing Using MATLAB 2003, Prentice Hall, New Jersey.
14. Gröger G., Plümer L. Citygml - interoperable semantic 3d city models. ISPRS Journal of Photogrammetry and Remote Sensing 2012, 71(7):12-33.
15. Habib A.F., Zhai R., Changjae K. Generation of complex polyhedral building models by integrating stereo-aerial imagery and LIDAR data. Photogrammetric Engineering and Remote Sensing 2010, 76(5):609-623.
16. Jiang X.Y., Bunke H. Fast segmentation of range images into planar regions by scan line grouping. Machine Vision and Applications 1994, 7(2):115-122.
17. Jochem A., Höfle B., Wichmann V., Rutzinger M., Zipf A. Area-wide roof plane segmentation in airborne LIDAR point clouds. Computers, Environment and Urban Systems 2012, 36(1):54-64.
18. Khoshelham K., Li Z., King B. A split-and-merge technique for automated reconstruction of roof planes. Photogrammetric Engineering and Remote Sensing 2005, 71(7):855-862.
19. Lafarge F., Descombes X., Zerubia J., Pierrot-Deseilligny M. Structural approach for building reconstruction from a single DSM. IEEE Transactions on Pattern Analysis and Machine Intelligence 2010, 32(1):135-147.
20. Lee D., Shan J., Bethel J. Class-guided building extraction from IKONOS imagery. Photogrammetric Engineering and Remote Sensing 2003, 69(2):143-150.
21. Park J., Lee I.Y., Choi Y., Lee Y.J. Automatic extraction of large complex buildings using LIDAR data and digital maps. International Archives of the Photogrammetry and Remote Sensing 2006, XXXVI(3/W4):148-154.
22. Parmehr, E.G., Zhang, C., Fraser, C.S., 2012. Automatic registration of multi-source data using mutual information. In: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, vol. I-7. Melbourne, Australia, pp. 301-308.
23. Rottensteiner F. Automatic generation of high-quality building models from LIDAR data. Computer Graphics and Applications 2003, 23(6):42-50.
24. Rottensteiner, F., Trinder, J., Clode, S., Kubik, K., 2004. Fusing airborne laser scanner data and aerial imagery for the automatic extraction of buildings in densely built-up areas. In: Proc. ISPRS Twentieth Annual Congress. Istanbul, Turkey, pp. 512-517.
25. Rottensteiner F., Trinder J., Clode S., Kubik K. Using the dempstershafer method for the fusion of LIDAR data and multi-spectral images for building detection. Information Fusion 2005, 6(4):283-300.
26. Rutzinger M., Rottensteiner F., Pfeifer N. A comparison of evaluation techniques for building extraction from airborne laser scanning. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 2009, 2(1):11-20.
27. Sampath A., Shan J. Segmentation and reconstruction of polyhedral building roofs from aerial LIDAR point clouds. IEEE Transactions on Geoscience and Remote Sensing 2010, 48(3):1554-1567.
28. Satari M., Samadzadegan F., Azizi A., Maas H.G. A multi-resolution hybrid approach for building model reconstruction from LIDAR data. The Photogrammetric Record 2012, 27(139):330-359.
29. Song W., Haithcoat T. Development of comprehensive accuracy assessment indexes for building footprint extraction. IEEE Transactions on Geoscience and Remote Sensing 2005, 43(2):402-404.
30. Vosselman G., Dijkman S. 3d building model reconstruction from point clouds and ground plans. International Archives of the Photogrammetry and Remote Sensing 2001, XXXIV(3/W4):37-44.
31. Vosselman G., Gorte B.G.H., Sithole G., Rabbani T. Recognising structure in laser scanner point cloud. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences 2004, XXXVI(8/W2):33-38.