Fuzzy super resolution mapping based on markov random fields

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 2, Issue 1, 2008, Pages

  Tolpekin, V A ^a   Hamm, N A S ^a  

^a UNIVERSITY OF TWENTE   (Netherlands)

Author keywords

Fields; Image classification; Markov random; Superresolution mapping; Uncertainty

Indexed keywords

CLASS BOUNDARY; FIELDS; LAND COVER; MARKOV RANDOM; MARKOV RANDOM FIELD; SPATIAL DISTRIBUTION; SUPER RESOLUTION; SUPERRESOLUTION MAPPING; UNCERTAINTY;

IMAGE ACQUISITION; IMAGE ANALYSIS; IMAGE CLASSIFICATION; IMAGE SEGMENTATION; OPTICAL RESOLVING POWER; PIXELS; RELUCTANCE MOTORS; REMOTE SENSING; SIZE DISTRIBUTION; STRUCTURAL FRAMES;

HIDDEN MARKOV MODELS;

EID: 66549130712     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2008.4779134     Document Type: Conference Paper

References (11)

1. P. M. Atkinson, "Resolution manipulation and sub-pixel mapping," in Remote Sensing Image Analysis: Including the Spatial Domain, S.M. de Jong and F.D. van der Meer, Eds., pp. 51-70. Kluwer Academic, Dordrecht, 2004.
2. A. J. Tatem, H. G. Lewis, P. M. Atkinson, and M. S. Nixon, "Super-resolution land cover pattern prediction using a Hopfield neural network," Remote Sensing of Environment, vol.79, pp. 1-14, 2002. (Pubitemid 34050050)
3. K.C. Mertens, L.P.C. Verbeke, E.I. Ducheyne, and R.R. De Wulf, "Using genetic algorithms in sub-pixel mapping," International Journal of Remote Sensing, vol.24, no. 21, pp. 4241-4247, 2003. (Pubitemid 37447114)
4. K.C. Mertens, B. De Baets, L.P.C. Verbeke, and R.R. De Wulf, "A sub-pixel, mapping algorithm, based on sub-pixel/pixel, spatial attraction models," International Journal of Remote Sensing, vol.27, no. 15, pp. 3293-3310,2006.
5. M.W. Thornton, P.M. Atkinson, and D.A. Holland, "Sub-pixel mapping of rural land cover objects from, fine spatial resolution satellite sensor imagery using superresolution swapping," International Journal of Remote Sensing, vol.27, no. 3, pp. 473-491, 2006.
6. T. Kasetkasem, M.K. Arora, and P.K. Varshney, "Superresolution land cover mapping using a Markov random field based approach," Remote Sensing of Environment, vol.96, pp. 302-314, 2005. (Pubitemid 40912432)
7. V.A. Tolpekin and A. Stein, "Effects of land cover class spectral separability in super resolution mapping," International Journal of Remote Sensing, in review.
8. John A. Richards and Xiuping Jia, Remote Sensing Digital Image Analysis: An Introduction, Springer, New York, third edition, 1999.
9. S.GemanandD.Geman,"Stochasticrelaxation,Gibbsdistributions, andtheBayesianrestorationofimages," IEEETransactionsonpatternanalysisandmachineintelligence,vol.6,721-741,1984. (Pubitemid15453722)
10. Stan Z. Li, Markov random field modeling in image analysis, Springer, 2001.
11. S. Geman and D. Geman, "Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images," IEEE Transactions on pattern analysis and machine intelligence, vol.6, pp. 721-741,1984.