Research Status on Road Information Extraction from High Resolution Imagery

Abstract:

Automatic road extraction from remote sensing imagery is one of the hot topics in the field of remote sensing. surveying and mapping. computer vision. etc. In this paper. we summarize the research status of road extraction from high resolution remote sensing imagery. The difficulties and trends of the research are analyzed in the paper.

• Periodical: Advanced Materials Research (Volumes 694-697)
• Pages: 1970-1973
• DOI: https://doi.org/10.4028/www.scientific.net/AMR.694-697.1970
• Online since: May 2013
• Authors: Hao Chen, Li Ma, Tian Liang
• Keywords: High Resolution, Remote Sensing, Road Extraction

References

[1] J.S. Park, R.A. Saleh, Y. Yue, Comprehensive survey of extraction techniques of linear features from remote sensing imagery for updating road spatial databases, in: N. Meratnia, W. Kainz (Eds.), Proceedings of the ACSM - ASPRS Annual Conference, E-Publishing Inc., Washington D. C, 2002, pp.762-767.

[2] E.P. Baltsavias, Object extraction and revision by image analysis using existing geodata and knowledge: current status and steps toward operational systems, P&RS. 68 (2004) 129-151.

DOI: 10.1016/j.isprsjprs.2003.09.002

[3] L.J. Quackenbush, A review of techniques for extracting linear features from imagery, P&RS. 70(2004) 1383-1392.

DOI: 10.14358/pers.70.12.1383

[4] L. Wu, Y.A. Hu, Review of Road Extraction from Remote Sensing Images, Acta Automatica Sinica. 36(2010) 912-922.

DOI: 10.3724/sp.j.1004.2010.00912

[5] W.Z. Shi, C.Q. Zhu and Yi Wang, Road Feature Extraction from Remotely Sensed Image:Review and Prospects, Acta Geodaetica et Cartographica Sinica. 30(2001) 257-262.

[6] J.C. Trinder, Y. Wang, Automatic road extraction from aerial images, Digital Signal Processing. 8(1998) 215-224.

DOI: 10.1006/dspr.1998.0322

[7] J.Z. Lin, Z.R. Liu, Methods and Prospects of Road and Linear Structure Extraction from Remote Sensing Image, Geomatics and Information Science of Wuhan University. 28(2003) 90-93(in Chinese).

[8] X.Y. Hu, Z.X. Zhang, J.Q. Zhang, An Approach of Semiautomated Road Extraction from Aerial Images Based on Template Matching and Neural Network, in: L. Dmitri, Z. Rong (Eds.), Proceedings of the International Archives of Photogrammetry and Remote Sensing, Amsterdam, Holland, 2000, pp.994-999.

[9] M. Barzoha, M. Cohen, Robust method for automatic aerial detection of occluded roads based on multihypothesis generalized kalman filter, International Archives of Photogrammetry and Remote Sensing. 32(1997) 1-7.

[10] X.F. Li, S.P. Zhangan, P. Xin, Straight road edge detection from high-resolution remote sensing images based on the ridgelet transform with the revised parallel-beam Radon transform, International Journal of Remote Sensing. 31(2010) 5041-5059.

DOI: 10.1080/01431160903283835

[11] X.F. Li, C. Zhang, X. Pan, X.D. Na, Geomatics and Information Science of Wuhan University. 35(2010) 1079-1081(In Chinese).