Derivation of surface topography and terrain parameters from single satellite image using shape-from-shading technique

Computers and Geosciences

Volumn 29, Issue 10, 2003, Pages 1229-1239

  Liu, Hongxing ^a  

^a TEXAS A AND M UNIVERSITY   (United States)

Author keywords

Digital elevation model; Fast Fourier transform; SPOT; Surface slope and orientation; Topography

Indexed keywords

ALGORITHMS; COMPUTER PROGRAMMING LANGUAGES; FOURIER TRANSFORMS; ITERATIVE METHODS; LEAST SQUARES APPROXIMATIONS; OPTIMIZATION; SATELLITE OBSERVATORIES;

DIGITAL ELEVATION MODELS (DEM);

GEOMORPHOLOGY;

DIGITAL ELEVATION MODEL; IMAGE PROCESSING; SATELLITE IMAGERY; TERRAIN; TOPOGRAPHIC MAPPING;

EID: 0942289121     PISSN: 00983004     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0098-3004(03)00138-9     Document Type: Article

References (30)

1. Bentley, C. R., & Jezek, K. C. (1981). RISS, RISP and RIGGS: post-IGY glaciological investigations of the Ross Ice Shelf in the US programme. Journal of the Royal Society of New Zealand, 11 355-372.
2. Bindshadler, R. A., & Vornberger, P. L. (1994). Detailed elevation map of ice stream C, Antarctica, using satellite imagery and airborne radar. Annals of Glaciology, 20 327-335.
3. Bindshadler, P., Stephenson, S.N., Roberts, E.P., MacAyeal, D.R., Lindstrom, D.R., 1988. Data Report for the Siple Coast Project. NASA Technical Memorandum 10070, 102pp.
4. Bindshadler, R., Roberts, E. P., & Iken, A. (1990). Age of Crary Ice Rise, Antarctica, determined from temperature-depth profiles. Annals of Glaciology, 20 327-335.
5. Bingham, A. W., & Rees, W. G. (1999). Construction of a high-resolution DEM of an Arctic ice cap using shape-from-shading. International Journal of Remote Sensing, 20(15&16), 3231-3242.
6. Bonner, W. J., & Schmall, R. A. (1973). A photometric technique for determining planetary slopes from orbital photographs. US Geological Survey Professional Paper, 812-A 1-16.
7. Brooks, M.J., Horn, B.K.P., 1985. Shape and source from shading. Proceedings of the International Joint Conference on Artificial Intelligence, Los Angeles, CA, pp. 932-936.
8. Cooper, A. P. (1994). A simple shape-from-shading algorithm applied to images of ice-covered terrain. IEEE Transaction on Geoscience and Remote Sensing, 32(6), 1196-1198.
9. Fiksel, T., Harmann, R., Winzer, W., 1993. ERS-1 data for mapping of the Antarctic Peninsula by shape-from-shading technique. In: Proceedings of the Second ERS-1 Symposium-Space at the Service of our Environment, Hamburg, Germany, 11-14 October, pp. 153-158.
10. Frankot, R.T., Chellappa, R., 1987. Application of a shape from shading technique to synthetic aperture radar imagery. In: Proceedings of IEEE International Geoscience & Remote Sensing Symposium, Ann Arbor, MI, May, 1987.
11. Frankot, R. T., & Chellappa, R. (1989). A method for enforcing integrability in shape from shading algorithms. In B. K. Horn, & M. J. Brooks (Eds.), Shape from Shading, 89-121. Cambridge, MA: The MIT Press.
12. Guindon, B. (1990). Development of a shape-from-shading technique for the extraction of topographic models from individual spaceborne SAR images. IEEE Transactions on Geoscience and Remote Sensing, 28(4), 654-661.
13. Horn, B.K.P., 1970. Shape from shading: a method for obtaining the shape of a smooth opaque object from one view. Ph.D. Thesis, Massachusetts Institute of Technology.
14. Horn, B. K. (1990). Height and gradient from shading. International Journal of Computer Vision, 5(1), 37-75.
15. Horn, B. K., & Brooks, M. J. (1986). The variational approach to shape from shading. Computer Graphic Image Processing, 33 174-208.
16. Horn, B.K., Brooks, M.J. (Eds.), 1989. Shape from Shading. The MIT Press, Cambridge, MA, 571pp.
17. Lee, C. H., & Rosenfeld, A. (1985). Improved methods of estimating shape from shading using the light source coordinate system. Artificial Intelligence, 26 125-143.
18. Lodwick, G. D., & Paine, S. H. (1985). A digital elevation model of the Barnes ice-cap derived from Landsat MSS data. Photogrammetric Engineering and Remote Sensing, 51(12), 1937-1944.
19. Pentland, A. P. (1984). Local analysis of the image. IEEE Transaction on Pattern Analysis and Machine Intelligence, 6(2), 170-187.
20. Pentland, A. P. (1990). Linear shape from shading. International Journal of Computer Vision, 4 153-162.
21. Press, W. H., Teukolsky, S. A., Vetterling, W. T., & Flannery, B. P. (2002). Numerical Recipes in C++. 2nd Edition Cambridge: Cambridge University Press.
22. Scambos, T. A., & Fahnestock, M. A. (1998). Improving digital elevation models over ice sheets using AVHRR-based photoclinometry. Journal of Glaciology, 44(146), 97-103.
23. Scambos, T. A., & Haran, T. (2002). An image-enhanced DEM of the Greenland ice sheet. Annals of Glaciology, 34 291-298.
24. Terzopoulos, D. (1986). Image analysis using multigrid relaxation methods. IEEE Transaction on Pattern Analysis and Machine Intelligence, 8(2), 129-139.
25. Thomas, J., Kober, W., & Leberl, F. (1991). Multiple image SAR shape-from-shading. Photogrammetric Engineering and Remote Sensing, 57(1), 51-59.
26. Tsai, P. S., & Shah, M. (1994). Shape from shading using linear approximation. Image and Vision Computing Journal, 12(8), 487-498.
27. Weaver, H. J. (1983). Applications of Discrete and Continuous Fourier analysis. New York: Wiley.
28. Wildey, R. L. (1975). Generalized photoclinometry for Mariner 9. Icarus, 25 613-626.
29. Wildey, R. L. (1986). Radarclinometry for the Venus Radar Mapper. Photogrammetric Engineering and Remote Sensing, 52(1), 41-50.
30. Zhang, R., Tsai, P. S., Cryer, J. E., & Shah, M. (1999). Shape from shading: a survey. IEEE Transactions on Pattern Analysis and Machine Intelligence, 21(8), 690-705.