Fuzzy neural network-based texture analysis of ultrasonic images

@article{Pavlopoulos2000FuzzyNN,
  title={Fuzzy neural network-based texture analysis of ultrasonic images},
  author={Sotiris Pavlopoulos and E. Kyriacou and D. Koutsouris and Konstantinos Blekas and Andreas Stafylopatis and P. Zoumpoulis},
  journal={IEEE Engineering in Medicine and Biology Magazine},
  year={2000},
  volume={19},
  pages={39-47}
}
The efficacy of a novel fuzzy neural network classifier for the characterization of ultrasonic liver images based on texture analysis techniques is investigated. Classification features are extracted with the use of image texture analysis techniques such as fractal dimension texture analysis, spatial gray-level dependence matrices, gray-level difference statistics, gray-level run-length statistics, and first-order gray-level parameters. These features are fed to a neural network classifier… CONTINUE READING
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