Fuzzy Sets Methods in Image Processing and Understanding: Medical Imaging Applications
Author:   Isabelle Bloch ,  Anca Ralescu
Publisher:   Springer International Publishing AG
Edition:   1st ed. 2023
ISBN:  

9783031194245


Pages:   302
Publication Date:   02 January 2023
Format:   Hardback
Availability:   Manufactured on demand   Availability explained
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Fuzzy Sets Methods in Image Processing and Understanding: Medical Imaging Applications


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Overview

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.

Full Product Details

Author:   Isabelle Bloch ,  Anca Ralescu
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   1st ed. 2023
Weight:   0.641kg
ISBN:  

9783031194245


ISBN 10:   3031194241
Pages:   302
Publication Date:   02 January 2023
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

1. ​Introduction2. Preliminaries3. Fuzzy spatial objects (fuzzy geometry and topology, set theoretic operations)4. Mathematical morphology5. Distances and similarities between fuzzy sets6. Machine learning in image processing and understanding7. Fusion8. Spatial relations9. Structural representations.

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Author Information

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

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