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

Bloch, Isabelle; Ralescu, Anca

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

Inhaltsangabe

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.

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. den Autor

Isabelle Bloch is a Professor at Telecom ParisTech.


Anca Ralescu is a Professor at the University of Cincinnati.

Von der hinteren Coverseite

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 aswell 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 

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Springer
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
3031194241
ISBN 13 
9783031194245
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
315
Kontakt zum Hersteller
Springer Nature Customer Service Center GmbH
ProductSafety@springernature.com

Europaplatz 3,69115 Heidelberg, Germany
Heidelberg
69115
Deutschland

Weitere beliebte Ausgaben desselben Titels

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

Vorgestellte Ausgabe

ISBN 10:  3031194276 ISBN 13:  9783031194276
Verlag: Springer, 2024
Softcover