DocumentCode :
340573
Title :
SAR scene potential for the monitoring of anthropic activities (deforestation, development) through Markovian classification techniques and tree-structured wavelets based classification algorithms
Author :
Classeau, Ecolas ; Mvogo, J. ; de Paul Onana, Vincent ; Guillope, Patrick ; Rudant, Jean-Paul
Author_Institution :
Inst. Francilien des Geosci., Univ. de Marne la Vallee, France
Volume :
4
fYear :
1999
fDate :
1999
Firstpage :
2105
Abstract :
The general objective of the study consists of monitoring the temporal evolution of small parcels of deforestation (abattis in French) and natural non-forest areas in French Guiana. A comparison is done between the results obtained through photo-interpretation and those obtained by segmentation and classification techniques adapted for radar images (Markovian classification and tree-structured wavelets based classification algorithms). In the first study site, the results of classifications constitute a data source to update the cartography of the ground occupation. Concerning the impact studies, the techniques of linearization by Markov fields contribute to a better estimate of the dike effect tied to the causeway of the road route
Keywords :
Markov processes; geophysical signal processing; geophysical techniques; image classification; radar imaging; remote sensing by radar; synthetic aperture radar; terrain mapping; vegetation mapping; wavelet transforms; French Guiana; Markovian classification; SAR scene potential; algorithm; anthropic activity; deforestation; development; forest; forestry; geophysical measurement technique; image classification; land surface; land use; radar remote sensing; synthetic aperture radar; temporal evolution; terrain mapping; tree-structured wavelet; vegetation mapping; Classification algorithms; Classification tree analysis; Image segmentation; Layout; Monitoring; Radar imaging; Rain; Roads; Testing; Wavelet packets;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Geoscience and Remote Sensing Symposium, 1999. IGARSS '99 Proceedings. IEEE 1999 International
Conference_Location :
Hamburg
Print_ISBN :
0-7803-5207-6
Type :
conf
DOI :
10.1109/IGARSS.1999.775045
Filename :
775045
Link To Document :
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