Fuzzy Sets Methods in Image Processing and Understanding: Medical Imaging Applications - Tapa dura

Ralescu, Anca; Bloch, Isabelle

 
9783031194245: Fuzzy Sets Methods in Image Processing and Understanding: Medical Imaging Applications
Tapa dura
ISBN 10: 3031194241 ISBN 13: 9783031194245
Editorial: Springer, 2023

Sinopsis

This book provides a thorough overview of recent methods using higher level information (object or scene level) for advanced tasks such as image understanding along with their applications to medical images. Advanced methods for fuzzy image processing and understanding are presented, including fuzzy spatial objects, geometry and topology, mathematical morphology, machine learning, verbal descriptions of image content, fusion, spatial relations, and structural representations. For each methodological aspect covered, illustrations from the medical imaging domain are provided. This is an ideal book for graduate students and researchers in the field of medical image processing.

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Acerca del autor

Isabelle Bloch is a Professor at Telecom ParisTech.
Anca Ralescu is a Professor at the University of Cincinnati.

De la contraportada

This book provides a thorough overview of recent methods using higher level information (object or scene level) for advanced tasks such as image understanding along with their applications to medical images.  Advanced methods for fuzzy image processing and understanding are presented, including fuzzy spatial objects, geometry and topology, mathematical morphology, machine learning, verbal descriptions of image content, fusion, spatial relations, and structural representations. For each methodological aspect covered, illustrations from the medical imaging domain are provided. This is an ideal book for graduate students and researchers in the field of medical image processing.

This book also:

  • Enriches reader understanding of the latest fuzzy sets methods using higher level information (object or scene level) for advanced tasks, such as image understanding
  • Shares many insights into fuzzy spatial objects, including fuzzy geometry and topology as well as set theoretical operations
  • Covers in detail machine learning in image processing and understanding, with special focus on clustering, classification, and basic and advanced fuzzy methods 

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
Springer
Año de publicación
2023
Idioma
Inglés
ISBN 10 
3031194241
ISBN 13 
9783031194245
Encuadernación
Tapa dura
Número de edición
1
Número de páginas
318
Contacto del fabricante
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Heidelberg
69115
Alemania

Otras ediciones populares con el mismo título

9783031194276: Fuzzy Sets Methods in Image Processing and Understanding: Medical Imaging Applications

Edición Destacada

ISBN 10:  3031194276 ISBN 13:  9783031194276
Editorial: Springer, 2024
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