An unsupervised approach for subpixelic land-cover change detection

Proceedings of MultiTemp 2007 - 2007 International Workshop on the Analysis of Multi-Temporal Remote Sensing Images

Volumn , Issue , 2007, Pages

  Robin, Amandine ^a   Moisan, Lionel ^a   Le Hégarat Mascle, Sylvie ^b  

^a UNIVERSITÉ PARIS DESCARTES   (France)

^b UNIVERSITÉ PARIS SACLAY   (France)

Author keywords

[No Author keywords available]

Indexed keywords

IMAGE ANALYSIS; STOCHASTIC SYSTEMS; TIME SERIES;

CHANGE DETECTION; COHERENCE CRITERION; HIGH RESOLUTION; LAND-COVER CHANGE; PRIORI INFORMATION; RESOLUTION RATIOS; STOCHASTIC ALGORITHMS; UNSUPERVISED APPROACHES;

REMOTE SENSING;

EID: 47249141322     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MULTITEMP.2007.4293061     Document Type: Conference Paper

References (10)

1. H. Horwitz, R. Nalepka, P. Hyde, and J. Morgenstern, "Estimating the proportions of objects within a single resolution element of a multi-spectral scanner." in Proceedings of the 7th International Symposium on Remote Sensing of Environment., Ann Arbor, Michigan, 1971, pp. 1307-1320.
2. A. Desolneux, L. Moisan, and J. Morel, "Meaningful alignments," Int. J. Comp. Vision, vol. 40, no. 1, pp. 7-23, 2000.
3. A. Desolneux, L. Moisan, and J.-M. Morel, From Gestalt Theory to Image Analysis - A Probabilistic Approach, Springer, Ed., 2007.
4. W. Malila, "Change vector analysis: an approach for detecting forest changes with landsat," in Proc. of the Annual Symposium on Machine Processing of Remotely Sensed Data, 1980, pp. 326-335.
5. E. Lambin and A. Stralher, "Change vector analysis in multitemporal space: a tool to detect and categorize land-cover change process using high temporal-resolution satellite data," Remote Sensing of Environment, vol.48, pp.231-244, 1994.
6. P. Coppin, I Jonckheere, K. Nackaerts, B. Muys, and E. Lambin, "Digital change detection methods in ecosystem monitoring: a review," International Journal of Remote Sensing, vol. 25, no. 9, pp. 1565-1596, May 2004.
7. A. Robin, "Détection de changements et classification sous-pixelliques d'images satellitaires. application au suivi des surfaces continentales." Ph.D. dissertation, Université Paris Descartes, France, 2007.
8. M. Fischler and R. Bolles, "Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography," Communications of the ACM, vol. 24, pp. 381-385, 1981.
9. S. Le Hégarat-Mascle and Seltz, "Automatic Change detection by evidential fusion of change indices," Rem. Sens. Environment, vol. 91, pp. 390-404, 2004.
10. A. Robin, S. Le Hégarat-Mascle, and L. Moisan, "A multiscale multi-temporal land cover classification method using a bayesian approach," Bruges: SPIE Remote Sensing, 2005.