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In this paper, detection of land-cover/land-use transitions by using multitemporal remote-sensing images is addressed. An iterative approach based on a compound classification of multitemporal images is proposed, in particular, a technique to estimate iteratively the probabilities of transitions among classes is presented. The effectiveness of the proposed approach is confirmed by experimental results carried out on multitemporal remote-sensing images acquired by the Thematic Mapper of Landsat over an agricultural area.
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Serpico et al. (2002) studied this question.