Murtagh, F. and Collet, C. (2004) Multiband segmentation based on a hierarchical Markov model. Pattern Recognition, 37 (12).
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We develop a new multiscale Markov segmentation model for multiband images. Using quadtree multiple resolution analysis of a multiband image, we use both inter- and intra-scale spatial Markov statistical dependencies. Bayesian inference is used to assess the appropriate number of segments. We exemplify the excellent results which can be obtained with this approach using synthetic images, and in two case studies involving multiband astronomical image sets.
This is a Submitted version This version's date is: 2004 This item is not peer reviewed
https://repository.royalholloway.ac.uk/items/5695439f-1bd6-c7bb-4565-755565de8797/4/
Deposited by Research Information System (atira) on 29-May-2012 in Royal Holloway Research Online.Last modified on 29-May-2012