Supervised SAR Image MPM Segmentation Based on Region-Based Hierarchical Model

@article{Yang2006SupervisedSI,
  title={Supervised SAR Image MPM Segmentation Based on Region-Based Hierarchical Model},
  author={Yong Yang and Hong Sun and Chu He},
  journal={IEEE Geoscience and Remote Sensing Letters},
  year={2006},
  volume={3},
  pages={517-521}
}
This letter presents a novel method of supervised multiresolution segmentation for synthetic aperture radar images. The method uses a region-based half-tree hierarchical Markov random field model for multiresolution segmentation. To form the region-based multilayer model, the watershed algorithm is employed at each resolution level independently. The nodes of a quadtree in the proposed model are defined as regions instead of pixels. The relationship over scale is studied, and the region-based… CONTINUE READING