Generating hierarchical strokes from urban street networks based on spatial pattern recognition

International Journal of Geographical Information Science

Volumn 25, Issue 12, 2011, Pages 2025-2050

  Yang, Bisheng ^a   Luan, Xuechen ^a   Li, Qingquan ^a  

^a WUHAN UNIVERSITY   (China)

Author keywords

complex street junctions; dual carriageways; pattern recognition; perceptual grouping; street network

Indexed keywords

HIERARCHICAL SYSTEM; PATTERN RECOGNITION; SPATIAL ANALYSIS; URBAN AREA;

EID: 84859143464     PISSN: 13658816     EISSN: 13623087     Source Type: Journal    
DOI: 10.1080/13658816.2011.570270     Document Type: Article

References (24)

1. Crucitti, P., Latora, V. and Porta, S. 2006. Centrality measures in spatial networks of urban streets. Physical Review E, 73(3): 36-125.
2. Diakoulaki, D., Mavrotas, G. and Papayannakis, L. 1995. Determining objective weights in multiple criteria problems: The critic method. Computers & Operations Research, 22(7): 763-770.
3. Edmonds, J. 1965. Paths, trees, and flowers. Canadian Journal of Mathematics, 17: 449-467.
4. Ester, M., Kriegel, H.-P., Sander, J. and Xu, X. A density-based algorithm for discovering clusters in large spatial databases with noise. Proceedings of the second international conference on knowledge discovery and data mining (KDD-96). Menlo Park, CA. Edited by: Simoudis, E., Han, J. and Fayyad, U.M. pp.226-231. AAAI Press.
5. Freeman, L.C. 1977. A set of measures of centrality based on betweeness. Sociometry, 40(1): 35-41.
6. Heinzle, F., Anders, K.-H. and Sester, M. Graph-based approaches for recognition of patterns and implicit information in road networks. Proceedings of the 22nd international cartographic conference. La Coruna, Spain.
7. Jiang, B. 2009. Street hierarchies: a minority of streets account for a majority of traffic flow. International Journal of Geographical Information Science, 23(8): 1033-1048.
8. Jiang, B. and Claramunt, C. 2004. Topological analysis of urban street networks. Environment and Planning B, 31: 151-162.
9. Jiang, B. and Harrie, L. 2004. Selection of streets from a network using self-organizing maps. Transactions in GIS, 8(3): 335-350.
10. Jiang, B. 2007. A topological pattern of urban street networks: universality and peculiarity. Physica A, 384: 647-655.
11. Kruskal, J.B. 1956. On the shortest spanning subtree of a graph and the traveling salesman problem. Proceedings, the American Mathematical Society, 7(1): 48-50.
12. Luan, X. and Yang, B. Generating strokes of road networks based on pattern recognition. Proceedings of the 13th workshop of the ICA commission on generalisation and multiple representation. Zurich, Switzerland.
13. Mackaness, W.A. and Mackechnie, G.A. 1999. Automating the detection and simplification of junctions in road networks. GeoInformatica, 3(2): 185-200.
14. Misund, G., Johnsen, K.E., and Lindh, M., 2003. Hierarchical GML modeling of transportation networks. Presented at the 2nd annual GML developers' conference. http://www.ia.hiof.no/~gunnarmi/papers/misund2003hgm.pdf (Accessed: 20 October 2010).
15. Porta, S., Crucitti, P. and Latora, V. 2006a. The network analysis of urban streets: a dual approach. Physica A: Statistical Mechanics and its Applications, 369(2): 853-866.
16. Porta, S., Crucitti, P. and Latora, V. 2006b. The network analysis of urban streets: a primal approach. Environment and Planning B: Planning and Design, 33(5): 705-725.
17. Thom, S. A strategy for collapsing OS Integrated Transport Network(tm) dual carriageways. Proceedings of the 8th ICA workshop on generalisation and multiple representation. La Coruña, Spain.
18. Thomson, R.C. Bending the axial line: smoothly continuous road centre-line segments as a basis for road network analysis. Proceedings of the 4th Space Syntax International Symposium. London. Edited by: Hanson, J. University College London.
19. Thomson, R.C. The 'stroke' concept in geographic network generalization and analysis. Proceedings of the 12th International Symposium on Spatial Data Handling. Vienna, Austria.
20. Thomson, R.C. and Richardson, D.E. The 'good continuation' principle of perceptual organization applied to the generalization of road networks. Proceedings of the 19th International Cartographic Conference. Ottawa, ON, Canada.
21. Tomko, M., Winter, S. and Claramunt, C. 2008. Experiential hierarchies of streets. Computers, Environment, and Urban Systems, 32(1): 41-52.
22. Touya, G. 2010. A road network selection process based on data enrichment and structure detection. Transactions in GIS, 14(5): 595-614.
23. Walter, V. and Fritsch, D. 1999. Matching spatial data sets: a statistical approach. International Journal of Geographical Information Science, 13(5): 445-473.
24. Zhang, M. 2009. Methods and implementations of road-network matching, Munich, Germany: Thesis (PhD). Institute for Photogrammetry and Cartography, Technical University of Munich.