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
Publisher: Springer, 2024

Synopsis

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  

"synopsis" may belong to another edition of this title.

About the Author

Isabelle Bloch is a Professor at Telecom ParisTech.


Anca Ralescu is a Professor at the University of Cincinnati.

From the Back Cover

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 

"About this title" may belong to another edition of this title.

Publisher
Springer
Publication date
2024
Language
English
ISBN 10 
3031194276
ISBN 13 
9783031194276
Binding
Paperback
Edition number
1
Number of pages
316

Other Popular Editions of the Same Title

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

Featured Edition

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