Automated road network extraction from high resolution multi-spectral imagery

American Society for Photogrammetry and Remote Sensing - Annual Conference of the American Society for Photogrammetry and Remote Sensing 2006: Prospecting for Geospatial Information Integration

Volumn 3, Issue , 2006, Pages 1696-1705

  Zhang, Qiaoping ^a   Couloigner, Isabelle ^a  

^a UNIVERSITY OF CALGARY   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

AERIAL IMAGERY; ANGULAR TEXTURE SIGNATURE; AUTOMATED ROADS; CENTERLINES; CROP FIELDS; DATA SETS; DIGITAL NUMBERS; EVALUATION SCHEME; FUZZY CLASSIFIERS; HIGH RESOLUTION MULTI-SPECTRAL IMAGERY; MISCLASSIFICATIONS; MULTI-SPECTRAL; MULTI-SPECTRAL IMAGERY; PARKING LOTS; QUICKBIRD; RADON TRANSFORM; ROAD NETWORK; ROAD NETWORK EXTRACTION; ROAD PIXELS; ROAD SEGMENTS; ROAD SURFACES; SHAPE DESCRIPTORS; SPECTRAL INFORMATION;

AERIAL PHOTOGRAPHY; CLUSTERING ALGORITHMS; FEATURE EXTRACTION; INFORMATION RETRIEVAL; INFORMATION SCIENCE; ITERATIVE METHODS; PHOTOGRAMMETRY; REMOTE SENSING; SPECTROSCOPY;

ROADS AND STREETS;

EID: 84869025351     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (28)

1. Amini, J, Saradjian, M.R, Blais, J.A.R, Lucas, C, and Azizi, A, 2002. Automatic road-side extraction from large scale imagemaps. International Journal of Applied Earth Observation and Geoinformation, 4(2002), pp. 95-107.
2. Auclair-Fortier, M.-F, Ziou, D, Armenakis, C. and Wang, S, 2000. Survey of Work on Road Extraction in Aerial and Satellite Images. Technical Report 247, Département de mathématiques et d'informatique, Université de Sherbrooke, 2000.
3. Auclair-Fortier, M. F, Ziou, D, Armenakis, C, and Wang, S, 2001. Automated Correction and Updating of Road Databases from High-Resolution Imagery. Canadian Journal of Remote Sensing, Vol. 27 No.1, pp.76-89.
4. Baltsavias, E.P, 2004. Objection extraction and revision by image analysis using existing geodata and knowledge: current status and steps towards operational systems. ISPRS Journal of Photogrammetry & Remote Sensing, 58, pp.129-151.
5. Bentabet, L, Jodouin, S, Ziou, D, and Vaillancourt, J, 2003. Road vectors update using SAR imagery : a snakebased method. IEEE Transactions on Geoscience and Remote Sensing, 41(8), pp.1785-1803.
6. Cheng, Q, 1999. The gliding box method for multifractal modelling, Computer & Geosciencies, 1999, Vol 25:1073- 1079.
7. Doucette, P, Agouris, P, Musavi, M, and Stefanidis, A, 1999. Automated Extraction of Linear Features from Aerial Imagery Using Kohonen Learning and GIS Data. In Agouris, P. and Stefanidis, A. (Eds.), 1999.
8. Integrated Spatial Databases: Digital Images and GIS, Lecture Notes in Computer Science, Vol. 1737, pp.20-33, Springer-Verlag: Berlin Heidelberg, 1999.
9. Doucette, P, Agouris, P, Stefanidis, A, Musavi, M, 2001. Self-Organised Clustering for Road Extraction in Classified Imagery. ISPRS Journal of Photogrammetry & Remote Sensing, 55, pp.347-358.
10. Doucette, P, Agouris, P, Stefanidis, A, 2004. Automated Road Extraction from High Resolution Multispectral Imagery. Photogrammetric Engineering & Remote Sensing, Vol. 70, No. 12, December 2004, pp. 1405- 1416.
11. Filin, S. and Doytsher, Y, 2000. A Linear Conflation Approach for the Integration of Photogrammetric Information and GIS Data. International Archives of Photogrammetry and Remote Sensing, 33(B3/1), pp.282-288.
12. Gao, J. and Wu, L, 2004. Automatic Extraction of road networks in urban areas from Ikonos imagery based on spatial reasoning. Proceedings of ISPRS XXth Congress, Istanbul, Turkey, July 12-23, 2004.
13. Gibson, L, 2003. Finding road networks in Ikonos satellite imagery. Proceedings of ASPRS 2003 conference, Anchorage, Alaska, May 5-9, 2003.
14. Haverkamp, D, 2002. Extracting straight road structure in urban environments using Ikonos satellite imagery. Optical Engineering, 41(9), pp. 2107-2110.
15. Heipke, C, Pakzad, K, Willrich, F, Peled, A, 2004. Theme Issue: Integration of Geodata and Imagery for Automated Refinement and Updating of Spatial Databases (Editorial). ISPRS Journal of Photogrammetry & Remote Sensing, 58, pp.127-128.
16. Hu, X, Tao, C.V, Hu, Y, 2004. Automatic Road Extraction from Dense Urban Area by Integrated Processing of High Resolution Imagery and Lidar Data. Proceedings of ISPRS XXth Congress, Istanbul, Turkey, July 12- 23, 2004.
17. Karathanassi, V, Iossifidis, CHR, Rokos, D, 1999. A Thinning-Based Method for Recognizing and Extracting Peri-Urban Road Networks from SPOT Panchromatic Images. International Journal of Remote Sensing, 20(1), pp.153-168.
18. Klang, D, 1998. Automatic Detection of Changes in Road Databases Using Satellite Imagery. International Archives of Photogrammetry and Remote Sensing, Vol. 32, Part 4 "GIS-Between Visions and Applications", Stuttgart, 1998, pp.293-298.
19. Mayer, H, Baltsavias, M. and Bacher, U, 2005. EuroSDR Working Group on Automated extraction, refinement, and update of road databases from imagery and other data, http://www.bauv.unibwmuenchen.de/institute/inst10/eurosdr/last accessed on January 5, 2006.
20. Mena, J.B, 2003. State of the art on automatic road extraction for GIS update: a novel classification. Pattern Recognition Letters, 24(2003), pp. 3037-3058.
21. Quackenbush, L.J, 2004. A Review of Techniques for Extracting Linear Features from Imagery. Photogrammetric Engineering & Remote Sensing, Vol. 70, No. 12, December 2004, pp. 1383-1392.
22. Song, M, Civco, D, 2004. Road Extraction Using SVM and Image Segmentation. Photogrammetric Engineering & Remote Sensing, Vol. 70, No. 12, December 2004, pp. 1365-1371.
23. Tarku, K, Bretschneider, T.R, Leedham, C.G, 2004. Unsupervised detection of roads in high resolution panchromatic satellite images. Proceedings of the International Workshop Advanced Image Technology (IWAIT-2004), pp. 15-19.
24. Zhang, Q. and Couloigner, I, 2005a. Accurate Centerline Detection and Line Width Estimation of Thick Lines using the Radon Transform, paper submitted to IEEE Transactions on Image Processing (Under Revision, 8 pages, submitted in July 2005).
25. Zhang, Q, Couloigner, I, 2005b. Comparing Different Localization Approaches of the Radon Transform for Road Centerline Extraction from Classified Satellite Imagery, paper submitted to The 18th International Conference on Pattern Recognition, August 20-24, 2006, Hong Kong (Under Review, 4 pages, submitted in December 2005).
26. Zhang, Q. and Couloigner, I, 2006a. Benefit of the Angular Texture Signature for the Separation of Parking Lots and Roads on High Resolution Multi-spectral Imagery, Pattern Recognition Letters (Articles In Press, available online on February 2, 2006).
27. Zhang, Q, and Couloigner, I, 2006b. Quality Assessment of Automated Road Extraction Based on Line Segment Matching, Proceedings of International Conference on Computational Science and its Applications (ICCSA 2006), May 8-11, 2006, Glasgow, Scotland (Articles In Press).
28. Zhang, Y. and Wang, R, 2004. Multi-resolution and Multi-spectral Image Fusion for Urban Object Extraction. Proceedings of ISPRS XXth Congress, Istanbul, Turkey, July 12-23, 2004.