Road Network Extraction in Suburban Areas

Photogrammetric Record

Volumn 27, Issue 137, 2012, Pages 8-28

  Grote, Anne ^a   Heipke, Christian ^a   Rottensteiner, Franz ^a  

^a LEIBNIZ UNIVERSITY HANNOVER   (Germany)

Author keywords

Completeness and correctness; Context; Network generation; Normalised cuts; Road extraction; Suburban areas

Indexed keywords

COMPLETENESS AND CORRECTNESS; CONTEXT; NETWORK GENERATION; NORMALISED CUTS; ROAD EXTRACTION; SUBURBAN AREAS;

ALGORITHMS; INFRARED IMAGING; MOTOR TRANSPORTATION;

ROADS AND STREETS;

ALGORITHM; DATA SET; GEOMETRY; IMAGE RESOLUTION; INFRARED IMAGERY; NUMERICAL MODEL; PHOTOGRAMMETRY; QUANTITATIVE ANALYSIS; RADIOMETRIC METHOD; ROAD; SEGMENTATION; SUBURBAN AREA; TRANSPORTATION INFRASTRUCTURE;

EID: 84858321123     PISSN: 0031868X     EISSN: 14779730     Source Type: Journal    
DOI: 10.1111/j.1477-9730.2011.00670.x     Document Type: Article

References (23)

1. Bacher, U. and Mayer, H., 2005. Automatic road extraction from multispectral high resolution satellite images. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 36(3/W24): 29-34.
2. Cramer, M., 2010. The DGPF-test on digital airborne camera evaluation-overview and test design. Photogrammetrie Fernerkundung Geoinformation, 2010(2): 73-82.
3. Dantzig, G. B. and Thapa, M. N., 1997. Linear Programming 1: Introduction. Springer Series in Operations Research. Springer, New York. 435 pages.
4. Gerke, M. and Heipke, C., 2008. Image-based quality assessment of road databases. International Journal of Geographical Information Science, 22(8): 871-894.
5. Grote, A., 2011. Automatic road network extraction in suburban areas from aerial images. Ph.D. thesis, DGK Series C, No. 663. 96 pages.
6. Grote, A., Heipke, C., Rottensteiner, F. and Meyer, H., 2009. Road extraction in suburban areas by region-based road subgraph extraction and evaluation. Proceedings of Urban Remote Sensing Joint Event, Shanghai, China. 6 pages (on CD-ROM).
7. Hinz, S., 2004. Automatic road extraction in urban scenes-and beyond. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 35(B3): 349-355.
8. Hinz, S. and Baumgartner, A., 2003. Automatic extraction of urban road networks from multi-view aerial imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 58(1-2): 83-98.
9. Hu, X., Tao, C. V. and Hu, Y., 2004. Automatic road extraction from dense urban area by integrated processing of high resolution imagery and LIDAR data. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 35(B3): 288-292.
10. Mayer, H., Hinz, S., Bacher, U. and Baltsavias, E., 2006. A test of automatic road extraction approaches. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 36(3): 209-214.
11. Mena, J. B. and Malpica, J. A., 2005. An automatic method for road extraction in rural and semi-urban areas starting from high-resolution satellite imagery. Pattern Recognition Letters, 26(9): 1201-1220.
12. Poullis, C. and You, S., 2010. Delineation and geometric modeling of road networks. ISPRS Journal of Photogrammetry and Remote Sensing, 65(2): 165-181.
13. Ramer, U., 1972. An iterative procedure for the polygonal approximation of plane curves. Computer Graphics and Image Processing, 1(3): 244-256.
14. Rubner, Y., Puzicha, J., Tomasi, C. and Buhman, J. M., 2001. Empirical evaluation of dissimilarity measures for color and texture. Computer Vision and Image Understanding, 84(1): 25-43.
15. Shi, J. and Malik, J., 2000. Normalized cuts and image segmentation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(8): 888-905.
16. Steger, C., 1998. An unbiased detector of curvilinear structures. IEEE Transactions on Pattern Analysis and Machine Intelligence, 20(2): 113-125.
17. Wiedemann, C., 2002. Extraktion von Straßennetzen aus optischen Satellitenbilddaten. Ph.D. thesis, TU München, Deutsche Geodätische Kommission, Reihe C, Vol. 551. 94 pages (in German).
18. Wiedemann, C., Heipke, C., Mayer, H. and Jamet, O., 1998. Empirical evaluation of automatically extracted road axes. In Empirical Evaluation Techniques in Computer Vision (Eds. K. J. Boyer & P. J. Phillips ). Wiley-IEEE Computer Society Press, Los Alamitos, California, USA. 262 pages: 172-187.
19. Wiedemann, C. and Ebner, H., 2000. Automatic completion and evaluation of road networks. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 33(B3/2): 979-986.
20. Youn, J., Bethel, J. S., Mikhail, E. M. and Lee, C., 2008. Extracting urban road networks from high-resolution true orthoimage and lidar. Photogrammetric Engineering & Remote Sensing, 74(2): 227-237.
21. Yu, S. X. and Shi, J., 2003. Multiclass spectral clustering. Proceedings of the Ninth IEEE International Conference on Computer Vision 1525 pages: 313-319.
22. Zhang, C., 2004. Towards an operational system for automated updating of road databases by integration of imagery and geodata. ISPRS Journal of Photogrammetry and Remote Sensing, 58(3-4): 166-186.
23. Zhang, Q. and Couloigner, I., 2006. Automated road network extraction from high resolution multi-spectral imagery. Proceedings of the ASPRS Annual Conference, Reno, Nevada, USA. 10 pages (on CD-ROM).