Multiresolution texture segmentation with application to diagnostic ultrasound images

@article{Muzzolini1993MultiresolutionTS,
  title={Multiresolution texture segmentation with application to diagnostic ultrasound images},
  author={Russell E. Muzzolini and Yee-Hong Yang and Roger Pierson},
  journal={IEEE transactions on medical imaging},
  year={1993},
  volume={12 1},
  pages={108-23}
}
A multiresolution texture segmentation (MTS) approach to image segmentation that addresses the issues of texture characterization, image resolution, and time to complete the segmentation is presented. The approach generalizes the conventional simulated annealing method to a multiresolution framework and minimizes an energy function that is dependent on the resolution of the size of the texture blocks in an image. A rigorous experimental procedure is also proposed to demonstrate the advantages… CONTINUE READING

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