Lineal feature detection using multi-resolution wavelet filters

Photogrammetric Engineering and Remote Sensing

Volumn 71, Issue 6, 2005, Pages 689-697

  Kozaitis, Samuel P ^a   Cofer, R H ^a  

^a Department of Electrical and Computer Engineering ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

FILTRATION; OPTICAL RESOLVING POWER; PHOTOGRAMMETRY; REMOTE SENSING; WAVE FILTERS; WAVELET TRANSFORMS;

AERIAL IMAGERY; COMPUTER-ASSISTED APPROACH; ROAD PIXELS;

FEATURE EXTRACTION;

AERIAL PHOTOGRAPH; FILTER; PIXEL; SATELLITE IMAGERY; WAVELET;

EID: 31444456926     PISSN: 00991112     EISSN: None     Source Type: Journal    
DOI: 10.14358/PERS.71.6.689     Document Type: Review

References (35)

1. Bajcsy, R., and M. Tavakoli, 1976. Computer recognition of roads from satellite pictures, IEEE Transactions on Systems, Man, and Cybernetics, 6(9):623-637.
2. Baumgartner, A., C. Steger, H. Mayer, W. Eckstein, and H. Ebner, 1999. Automatic road extraction based on multi-scale, grouping, and context, Photogrammetric Engineering & Remote Sensing, 65(7):777-785.
3. Cofer, R.H., S.P. Kozaitis, and J. Cha, 2003. Extended Hough methodology in geospatial image exploitation, Geo-Spatial Image and Data Exploration Developments and Applications IV, Proceedings of SPIE 5097B, paper 24.
4. Dell'Acqua, F., and P. Gamba, 2001. Detection of urban structures in SAR images by robust fuzzy clustering algorithms: The example of street tracking, IEEE Transactions on Geoscience and Remote Sensing, 39(10):2287-2297.
5. Donoho, D.L, 1995. De-noising via soft thresholding, IEEE Transactions on Information Theory, 41(3):613-627.
6. Fischler, M.A., J.M. Tenenbaum, and H.C. Wolf, 1981. Detection of roads and linear structures in low-resolution aerial imagery using a multisource knowledge integration technique, Computer Graphics and Image Processing, 15:201-223.
7. Forman, A.V., 1986. Modified Hough transform for detecting lines in digital imagery, Applications of Artificial Intelligence III, Proceedings of SPIE 635, pp. 151-160.
8. Fraser, C.S., and J. Shao, 1998. Scale-space methods for image feature modeling in vision metrology, Photogrammetric Engineering & Remote Sensing, 64(4):323-328.
9. Geman, D., and B. Jedynak, 1996. Active testing model for tracking roads in satellite images, IEEE Transactions on Pattern Analysis and Machine Intelligence, 18(1):1-14.
10. Heipke, C., C. Stegar, and R. Multhammer, 1995. A hierarchical approach to automatic road extraction from aerial imagery, Integrating Photogrammetric Techniques with Scene Analysis and Machine Vision II, Proceedings of SPIE 2486, pp. 222-231.
11. Jeon, B-K., J-H. Hun, and K.S. Hong, 1999. Road detection in space-borne SAR images based on ridge extraction, IEEE International Conference on Image Processing (ICIP'99), pp. 735-739.
12. Jeon, B., J. Jang, and K. Hong, 2000. Map-based road detection in spaceborne synthetic aperture radar images based on curvi linear structure extraction, Optical Engineering, 39(9): 2413-2421.
13. Laptev, I., H. Mayer, T. Lindeberg, W. Eckstein, C. Steger, and A. Baumgartner, 2000. Automatic extraction of roads from aerial images based on scale space and snakes, Machine Vision and Applications, 12(1):23-31.
14. Lee, Y., and S.P. Kozaitis, 2000. Multi-resolution gradient-based edge detection in noisy images using wavelet domain filters, Optical Engineering, 39(9):2405-2412.
15. Lindeberg, T., 1998. Feature detection with automatic scale selection, International Journal of Computer Vision, 30(2):79-116.
16. Mallat, S.G., 1989. Multifrequency channel decompositions of images and wavelet models, IEEE Transactions on Acoustics Speech and Signal Processing, 37(12):2091-2110.
17. Mallat, S.G., and S. Zhong, 1992. Characterization of signals from multiscale edges, IEEE Transactions on Pattern Analysis and Machine Intelligence, 14(7):710-732.
18. Mayer, H., 1994. Automatic knowledge based extraction of objects of the real world from scanned maps, International Archives of Photogrammetry and Remote Sensing, 30(3/2):547-554.
19. McKeown, Jr., D.M., and J.L. Denlinger, 1998. Cooperative methods for road tracking in aerial imagery, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 662-672.
20. Merlet, N., and J. Zerubia, 1996. New prospects in line detection by dynamic programming, IEEE Transactions on Pattern Analysis and Machine Intelligence, 18:426-431.
21. Nevatia, R., and K.R. Babu, 1980. Linear feature extraction and description, Computer Graphics and Image Processing, 13:257-269.
22. Pires, R.L., P. De Smet, and L. Bruyland, 2000. Line extraction with the use of an automatic gradient threshold technique and the Hough transform, IEEE International Conference on Image Processing, 3:909-912.
23. Ranchin, T., 1999. Wavelets for modeling in remote sensing, Wavelet Applications in Signal and Image Processing VII, Proceedings of SPIE 3813, pp. 208-218.
24. Rianto, Y., S. Kondo, and T. Kim, 2000. Detection of roads from satellite images using optimal search, Journal of Pattern Recognition and Artificial Intelligence, 14(8):1008-1023.
25. Sadler, B.M., T. Pham, and A. Swami, 1998. Optimal and wavelet-based shockwave detection and estimation, Journal of the Acoustical Society of America, 104(2):955-963.
26. Sadler, B.M., and A. Swami, 1999. Analysis of multiscale products for step detection and estimation, IEEE Transactions on Information Theory, 45(3):1043-1051.
27. Steger, C., 1998. An unbiased detector of curvilinear structures, IEEE Transactions on Pattern Analysis and Machine Intelligence, 20(2):113-125.
28. Strang, G., T. Nguyen, 1996. Wavelets and filter banks, Wellesley-Cambridge Press, Cambridge, Massachusetts, 490 p.
29. Trinder, J.C., and Y. Wang, 1998. Automatic road extraction from aerial images, Digital Signal Processing, 8:215-224.
30. Tupin, F., B. Houshmand, and M. Datcu, 2002. Road detection in dense urban areas using SAR imagery and the usefulness of multiple views, IEEE Transactions on Geoscience and Remote Sensing, 40(11):2405-2414.
31. Tupin, F., H. Maitre, J. Mangin, J. Nicolas, and E. Pechersky, 1998. Detection of linear features in SAR images: application to road network extraction, IEEE Transactions on Geoscience and Remote Sensing, 36(2):434-453.
32. Wang, J., 1993. LINDA - a system for automated linear feature detection and analysis, Canadian Journal of Remote Sensing, 19(1):9-21.
33. Wang, Y., and Q. Zheng, 1998. Recognition of roads and bridges in SAR images, Pattern Recognition, 31(7):953-962.
34. Witkin, A.P., 1983. Scale-space filtering, Proceedings of the 8th International Joint Conference on Artificial Intelligence, 1019-1022.
35. Xu, Y., J.B. Weaver, D.M. Healy Jr., and J. Lu, 1994. Wavelet trans-form domain filters: a spatially selective noise filtration technique, IEEE Transactions on Image Processing, 3(6):747-758.