Detection of linear features in SAR images: Application to road network extraction

IEEE Transactions on Geoscience and Remote Sensing

Volumn 36, Issue 2, 1998, Pages 434-453

  Tupin, Florence ^a   Maitre, Henri ^a   Mangin, Jean Francois ^a   Nicolas, Jean Marie ^a   Pechersky, Eugene ^a  

^a TELECOM PARISTECH   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; FEATURE EXTRACTION; MARKOV PROCESSES; SYNTHETIC APERTURE RADAR;

ROAD DETECTION; TWO STEP ALGORITHMS;

RADAR IMAGING;

EID: 0032028665     PISSN: 01962892     EISSN: None     Source Type: Journal    
DOI: 10.1109/36.662728     Document Type: Article

References (40)

1. J. C. Dainty Statistical properties of laser speckle patterns Laser Speckle and Related Phenomena 9 9 75 1975 Springer-Verlag Germany, Heidelberg 2
2. C. J. Oliver The interpretation and simulation of clutter textures in coherent images Inverse Problems 2 481 518 1986
3. N. Merlet J. Zerubia New prospects in line detection by dynamic programming IEEE Trans. Pattern Anal Machine Intell. 18 426 431 Apr. 1996 34 10562 491623
4. D. Geman B. Jedynak An active testing model for tracking roads in satellite images IEEE Trans. Pattern Anal. Machine Intell. 18 1 14 Jan. 1996 34 10173 476006
5. R. Samadani J. F. Vesecky Finding curvilinear features in speckled images IEEE Trans. Geosci. Remote Sensing 28 669 673 July 1990 36 2143 572977
6. G. J. Vanderbrug Line detection in satellite imagery IEEE Trans. Geosci. Electron. GE-14 37 44 Jan. 1976
7. M. A. Fischler J. M. Tenenbaum H. C. Wolf Detection of roads and linear structures in low resolution aerial imagery using a multisource knowledge integration technique Comput. Graph. Image Processing 15 3 201 223 1981
8. R. Touzi A. Lopes P. Bousquet A statistical and geometrical edge detector for SAR images IEEE Trans. Geosci. Remote Sensing 26 764 773 Nov. 1988 36 404 7708
9. M. Adair B. Guindon Statistical edge detection operators for linear feature extraction in {SAR} images Can. J. Remote Sens. 16 2 10 19 1990
10. J. W. Wood Line finding algorithms for SAR in Royal Signals and Radar Establishment 1985 Memo. 3841
11. S. Quegan A. Hendry J. Skingley Analysis of synthetic aperture radar images over land Mathematics in Remote Sensing. 365 379 1986 Danbury
12. P. Fua Y. G. Leclerc Model driven edge detection Machine Vision Applicat. 3 45 56 1990
13. A. Lopes E. Nezry R. Touzi H. Laur Structure detection, and statistical adaptive filtering in SAR images Int. J. Remote Sensing 14 9 1735 1758 1993
14. F. T. Ulaby F. Kouyate B. Brisco T. H. L. Williams Textural information in SAR images IEEE Trans. Geosci. Remote Sensing GE-24 235 245 Mar. 1986
15. F.-K. Li C. Croft D. N. Held Comparison of several techniques to obtain multiple-look SAR imagery IEEE Trans. Geosci. Remote Sensing GE-21 370 375 May 1983
16. A. C. Bovik On detecting edges in speckle imagery IEEE Trans. Acoust., Speech, Signal Processing ASSP-36 1618 1627 Oct. 1988 29 394 7550
17. E. Jakeman J. A. Tough Generalized K distribution: A statistical model for weak scattering J. Opt. Soc. Amer. 4 9 1764 1772 1987
18. M. G. Kendall A. Stuart The Advanced Theory of Statistics 3rd 1 1969 Griffin U.K., London
19. I. Bloch Information combination operators for data fusion: A comparative review with classification IEEE Trans. Syst., Man, Cybern. 26 52 67 Jan. 1996 3468 10214 477860
20. E. S. Deutsch Thinning algorithms on rectangular, hexagonal, and triangular arrays Commun. ACM 15 9 827 837 1972
21. M. Kass A. Witkin D. Terzopoulos Snakes: Active contours models Int. J. Comput. Vision 1 4 321 331 1988
22. C. David S. W. Zucker Potentials, valleys and dynamic global coverings Int. J. Comput. Vision 5 3 219 238 1990
23. I. J. Cox J. M. Rehg S. Hingorani A Bayesian multiple-hypothesis approach to edge grouping and contour segmentation Int. J. Comput. Vision 11 1 5 24 1993
24. S. Krishnamachari R. Chellappa Delineating buildings by grouping lines with MRF's IEEE Trans. Image Processing 5 164 168 Jan. 1996 83 10299 481683
25. J. Besag Spatial interaction and the statistical analysis of lattice systems J. R. Statist. Soc. B 36 192 326 1974
26. X. Descombes J. F. Mangin E. Pechersky M. Sigelle Fine structures preserving Markov model for image processing Proc. 9th Scandinavian Conf. Image Anal. 2 349 356 June 1995 Sweden, Uppsala
27. D. M. McKeown J. L. Denlinger Cooperative methods for road tracking in aerial imagery Proc. IEEE Comput. Vision Pattern Recognit. 662 672 June 1988 MI, Ann Arbor 206 5032 196307
28. R. Welch M. Ehlers Cartographic feature extraction with integrated SIR-B and Landsat TM images Int. J. Remote Sensing 9 5 873 889 1988
29. O. Hellwich H. Mayer G. Winkler Detection of lines in synthetic aperture radar (SAR) scenes Proc. Int. Archives Photogrammetry Remote Sensing (ISPRS) 31 312 320 1996 Austria, Vienna
30. J. Canny A computational approach to edge detection IEEE Trans. Pattern Anal. Machine Intell. PAMI-8 679 698 Nov. 1986
31. C. J. Oliver Edge detection in SAR segmentation Proc. EUROPTO, SAR Data Processing Remote Sens. 2316 80 91 Sept. 1994 Italy, Rome
32. J. Skingley A. J. Rye The Hough transform applied to {SAR} images for thin line detection Pattern Recognit. Lett. 6 61 67 1987
33. C. S. Regazzoni G. L. Foresti S. B. Serpico An adaptive probabilistic model for straight edge-extraction within a multilevel MRF framework IGARSS'95 458 460 Italy, Firenze 3940 11409 520308
34. A. Lopes R. Touzi E. Nezry Adaptative speckle filters and scene heterogeneity IEEE Trans. Geosci. Remote Sensing 28 992 1000 Nov. 1990 36 2280 62623
35. M. Abramowitz I. Stegun Handbook of Mathematical Functions. 1972 Dover New York
36. M. H. Hueckel An operator which locates edges in digitized pictures J. Assoc. Comput. Mach. 18 191 203 Jan. 1971
37. R. D. Duda P. E. Hart Use of the Hough transformation to detect lines and curves in pictures Commun. ACM 15 1 11 15 1972
38. D. G. Lowe Organization of smooth image curves at multiple scales Proc. 2nd Int. Conf. Comput. Vision 558 567 1989 FL, Orlando 4606 12966 590036
39. J. L. Marroquin A Markovian random field of piecewise straight lines Biological Cybern. 61 457 465 1989
40. S. Geman D. Geman Stochastic relaxation, Gibbs distribution, and the Bayesian restoration of images IEEE Trans. Pattern Anal. Machine Intell. PAMI-6 721 741 Nov. 1984