55
Views
64
CrossRef citations to date
0
Altmetric
Original Articles

Geostatistical description of texture on an aerial photograph for discriminating classes of land cover

Pages 2115-2133 | Received 24 May 1994, Accepted 14 Nov 1995, Published online: 27 Apr 2007

References

  • Arai , K. , 1993 , A classification method with a spatial-spectral variability. International Journal of Remote Sensing , 14 , 699 – 709 .
  • Atkinson , P. M. , 1993 , The effect of spatial resolution on the experimental variogram of airborne MSS imagery. International Journal of Remote Sensing , 14 , 1005 – 1011 .
  • Burgess, T. M. , and Webster , R. , 1980 , Optimal interpolation and isarithmic mapping of soil properties. I. The semi-variogram and punctual kriging. Journal of Soil Science , 31 , 315 – 331 .
  • Burrough , P. A , 1983 , Multiscale sources of spatial variation in soil. II. A non-Brownian fractal model and its implications in soil survey. Journal of Soil Science , 34 , 599 – 620 .
  • Cressie , N. , and Hawkins , D, M. , 1980 , Robust estimation of the variogram ,0 1. Journal of the international Association for Mathematical Geology , 12 , 115 – 125 .
  • Dudewicz , E. J. , and Mishra , S. N. , 1988 , Modern Mathematical Statistics , New York ; Wiley.
  • Edwards , G. , Landry , R. , and Thompson , K. P. B. , 1988 , Texture analysis of forest regeneration sites in high-resolution SAR imagery. Proceedings of the International Geosciences and Remote Sensing Symposium (IGARSS 88) , ESA SP-284 Paris : European Space Agency, pp. 1355 – 1360 .
  • Glaseby , C. A , 1988 , Normal distribution assumptions in discrimination. Proceedings of the International Geoscience and Remote Sensing Symposium (IGARSS 88) , ESA SP-284, Paris : European Space Agency, pp. 1789 – 1791 .
  • Haralick , R. M. , 1979 , Statistical and structural approaches to texture. Proceedings of the I.E.E.E. , 67 , 786 – 804 .
  • Haralick , R. M. , Shanmugam , K , and Dinstein , I. , 1973 , Textural features for image classification. l.E.E.E. Transactions on Systems, Man and Cybernetics , 3 , 610 – 621 .
  • Ince , F. , 1987 , Maximum likelihood classification, optimal or problematic? International Journal of Remote Sensing , 8 , 1829 – 1838 .
  • Irons , J. R. , and Petersen , G. W. , 1981 , Texture transforms of remote sensing data. Remote Sensing of Environment , 11 , 359 – 370 .
  • Jain , A. K. , and Farrokhnia , F. , 1991 , Unsupervised texture segmentation using Gabor filters. Pattern Recognition , 12 , 1167 – 1186 .
  • Jensen , J. R. , 1979 , Spectral and textural features to classify elusive land cover at the urban fringe. Professional Geographer , 31 , 400 – 409 .
  • Journel , A. G. , and Huubregts , C. J. , 1978 , Mining Geostatistics , New York : Academic Press.
  • Jupp , D. L. B. , Strahler , A. H. , and Woodcock , C. E. , 1988 , Autocorrelation and regularisation in digital images. I. Basic theory. l.E.E.E. Transactions on Geoscience and Remote Sensing , 26 , 463 – 473 .
  • Kershaw , C. D. , 1987 , Discrimination problems for satellite images. International Journal of Remote Sensing , 8 , 1377 – 1383 .
  • Lark , R. M. , 1995 a, Components of accuracy of maps with special reference to discriminant analysis on remote sensor data. International Journal of Remote Sensing , 16 , 1461 – 1480 .
  • Lark , R. M. , 1995 b, Contributions of principal components to discrimination of classes of land cover in multi-spectral imagery. International Journal of Remote Sensing , 16 , 779 – 787 .
  • Minitab , Inc. , 1988 , Minitab Manual , Release 6 Philadelphia : Minitab Inc., pp. 178 – 183 .
  • Miranda , F. P. , MacDonald , J. A. , and Carr , J. R. , 1992 , Application of the semivariogram textural classifier (STC) for vegetation discrimination using SIR-B data of Borneo. International Journal of Remote Sensing , 13 , 2349 – 2354 .
  • Omre , H. , 1984 , The variogram and its estimation. In Geostatistics for Natural Resources Characterisation. , Part 1 edited by G. Verly , M. David , A. G. Journel , and A. Marechal , NATO ASI Series C. vol. 122 part 1 Dordrecht : D. Reidel, pp. 107 – 125 .
  • Sali , E. , and Wolfson , H. , 1992 , Texture classification in aerial photographs and satellite data. International Journal of Remote Sensing , 13 , 3395 – 3408 .
  • Shih , E. H. H. , and Schowengerdt , R. A. , 1983 , Classification of arid geomorphic surfaces using Landsat spectral and textural features. Photogrammetric Engineering and Remote Sensing , 49 , 337 – 347 .
  • Tamura , H. , Mori , S. , and Yamawaki , T. , 1978 , Textural features corresponding to visual perception. IEEE Transactions on Systems, Man and Cybernetics , SMC-8, 460 – 473 .
  • Webster , R. , 1977 , Spectral analysis of gilgai soil. Australian Journal of Soil Research , 15 , 191 – 204 .
  • Webster , R. , 1985 , Quantitative spatial analysis of soil in the field. Advances in Soil Science , 3 , 1 – 70 .
  • Webster , R. , and Oliver , M. A. , 1990 , Statistical Methods in Soil and Land Resource Survey , Oxford : Oxford University Press.
  • Woodcock , C , and Harward , V. J. , 1992 , Nested-hierarchical scene models and image segmentation. International Journal of Remote Sensing , 13 , 3167 – 3187 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.