Level Set Method in Medical Imaging Segmentation

Released on by Ayman El-Baz
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  • Level Set Method in Medical Imaging Segmentation Book Detail

  • Author : Ayman El-Baz
  • Release Date : 2019-06-26
  • Publisher : CRC Press
  • Genre : Medical
  • Pages : 396
  • ISBN 13 : 135137303X
  • File Size : 31,31 MB
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Level Set Method in Medical Imaging Segmentation by Ayman El-Baz PDF Summary

Book Description: Level set methods are numerical techniques which offer remarkably powerful tools for understanding, analyzing, and computing interface motion in a host of settings. When used for medical imaging analysis and segmentation, the function assigns a label to each pixel or voxel and optimality is defined based on desired imaging properties. This often includes a detection step to extract specific objects via segmentation. This allows for the segmentation and analysis problem to be formulated and solved in a principled way based on well-established mathematical theories. Level set method is a great tool for modeling time varying medical images and enhancement of numerical computations.

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