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

Bloch, Isabelle; Ralescu, Anca

 
9783031194276: Fuzzy Sets Methods in Image Processing and Understanding: Medical Imaging Applications
Softcover
ISBN 10: 3031194276 ISBN 13: 9783031194276
Verlag: Springer, 2024

Inhaltsangabe

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  

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
2024
Sprache
Englisch
ISBN 10 
3031194276
ISBN 13 
9783031194276
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
316
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

Lengericher Landstr. 19
Osnabrück
Niedersachsen
49078
Deutschland

Weitere beliebte Ausgaben desselben Titels

9783031194245: Fuzzy Sets Methods in Image Processing and Understanding: Medical Imaging Applications

Vorgestellte Ausgabe

ISBN 10:  3031194241 ISBN 13:  9783031194245
Verlag: Springer, 2023
Hardcover