Application of a Fast Linear Feature Detector to Road Extraction From Remotely Sensed Imagery

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Volumn 4, Issue 3, 2011, Pages 626-631

  Guo, Bingxuan ^a   Shao, Yuanzheng ^a,b   Di, Liping ^b   Hu, Xiangyun ^a  

^a WUHAN UNIVERSITY   (China)

^b GEORGE MASON UNIVERSITY   (United States)

Author keywords

Image line pattern analysis; image recognition; linear feature detector

Indexed keywords

AERIAL IMAGES; EFFECTIVE ALGORITHMS; EVALUATION METHOD; IMAGE LINES; LINEAR FEATURE; NON-MAXIMUM SUPPRESSION; PROCESSING TIME; REMOTE SENSING IMAGERY; REMOTELY SENSED IMAGERY; ROAD EXTRACTION;

ALGORITHMS; COMPUTER SOFTWARE SELECTION AND EVALUATION; IMAGE RECOGNITION; PIXELS; REMOTE SENSING; ROADS AND STREETS;

FEATURE EXTRACTION;

ALGORITHM; IMAGE ANALYSIS; IMAGE PROCESSING; PIXEL; REMOTE SENSING;

EID: 80052306656     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2010.2094181     Document Type: Article

References (11)

1. A. Grün and H. Li, “Semi-automatic linear feature extraction by dynamic programming and LSB snakes,” Photogramm. Eng. Remote Sens., vol. 63, no. 8, pp. 985–995, Aug. 1997.
2. X. Hu and C. Tao, “A reliable and fast ribbon road detector using profile analysis and model-based verification,” Int. J. Remote Sens., vol. 26, no. 5, pp. 887–902, Mar. 2005.
3. X. Hu, Z. Zhang, and C. Tao, “A robust method for semiautomatic extraction of road centerlines using a piecewise parabolic model and least square template matching,” Photogramm. Eng. Remote Sens., vol. 70, pp. 1393–1398, 2004.
4. J. Mena, “State of the art on automatic road extraction for GIS update: A novel classification,” Comput. Vis. Image Understand., vol. 24, pp. 3037–3058, 2003.
5. O. Monga, N. Armande, and P. Montesinos, “Thin nets and crest lines: Application to satellite data and medical images,” Comput. Vis. Image Understand., vol. 67, no. 3, pp. 285–295, 1997.
6. L. Quackenbush, “A review of techniques for extracting linear features from imagery,” Photogramm. Eng. Remote Sens., vol. 70, no. 12, pp. 1383–1392, 2004.
7. P. Soille and H. Talbot, “Directional morphological filtering,” IEEE Trans. Pattern Anal. Machine Intell., vol. 23, no. 11, pp. 1313–1329, 2001.
8. C. Steger, “Subpixel-precise extraction of lines and edges,” in Int. Archives of Photogrammetry and Remote Sensing XXXIII, Amsterdam, The Netherlands, 2000, pp. 141–156.
9. C. Sun and P. Vallotton, “Fast linear feature detection using multiple directional non-maximum suppression,” in Proc. 2006 IEEE Int. Conf. Pattern Recognition, Hong Kong, Aug. 2006, vol. 2, pp. 288–291.
10. Q. Zhang and I. Couloigner, “Accurate centerline detection and line width estimation of thick lines using the radon transform,” IEEE Trans. Image Process., vol. 16, pp. 310–316, 2007.
11. S. Valero, J. Chanussot, J. A. Benediktsson, H. Talbot, and B. Waske, “Advanced directional mathematical morphology for the detection of the road network in very high resolution remote sensing images,” Pattern Recognit. Lett., vol. 31, no. 10, pp. 1120–1127, 2010.