Direct sub-pixel mapping exploiting spatial dependence

@article{Mertens2004DirectSM,
  title={Direct sub-pixel mapping exploiting spatial dependence},
  author={Koen C. Mertens and Bernard De Baets and Lieven P. C. Verbeke and Robert R. De Wulf},
  journal={IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing Symposium},
  year={2004},
  volume={5},
  pages={3046-3049 vol.5}
}
Remotely sensed images usually contain both pure and mixed pixels. Crisp classification techniques assign mixed pixels to the class with the highest proportion of coverage or probability. Unfortunately, during this process information is lost. Soft or fuzzy classification techniques were introduced to make up for this loss by assigning fractions to the land cover classes in correspondence with the area represented inside a pixel. A fuzzy classification yields a number of fraction images equal… CONTINUE READING

Citations

Publications citing this paper.
Showing 1-9 of 9 extracted citations

References

Publications referenced by this paper.
Showing 1-10 of 10 references

Subpixel mapping and sharpening using neural network predicted wavelet coefficients

  • K. C. Mertens, L.P.C. Verbeke, T. Westra, R. R. De Wulf
  • Remote Sensing of Environment, vol. 91, no. 2, pp…
  • 2004
1 Excerpt

Using genetic algorithms in sub-pixel mapping

  • K. C. Mertens, L.P.C. Verbeke, E. I. Ducheyne, R. R. De Wulf
  • International Journal of Remote Sensing, vol. 24…
  • 2003
1 Excerpt

Land cover mapping at sub-pixel scales using linear optimization techniques

  • J. Verhoeye, R. De Wulf
  • Remote Sensing of Environment, vol. 79, pp. 96…
  • 2002
1 Excerpt

Land cover mapping by interrelated segmentation and classification of satellite images

  • W. Schneider, J. Steinwendner
  • Proceedings of the Joint ISPRS/EARSeL Workshop on…
  • 1999
1 Excerpt

Innovations in GIS

  • P. M. Atkinson
  • 1997
2 Excerpts

Land use mapping with subpixel accuracy from Landsat TM image data

  • W. Schneider
  • Proceedings of 25th International Symposium…
  • 1993
1 Excerpt

Similar Papers

Loading similar papers…