Fuzzy sets methods in image processing and understanding : medical imaging applications / Isabelle Bloch, Anca Ralescu.
Bloch, Isabelle, author.; Ralescu, Anca L., 1949- author.
2023
TA1637.5 .B56 2023
Available Online

Linked e-resources

Linked Resource Online Access
Concurrent users Unlimited
Authorized users Authorized users
Document Delivery Supplied Can lend chapters, not whole ebooks

Details

Title Fuzzy sets methods in image processing and understanding : medical imaging applications / Isabelle Bloch, Anca Ralescu.
Author Bloch, Isabelle, author.
ISBN 9783031194252 (electronic bk.)
303119425X (electronic bk.)
3031194241
9783031194245
DOI https://doi.org/10.1007/978-3-031-19425-2
Published Cham, Switzerland : Springer, [2023]
Language English
Description 1 online resource
Other Standard Identifiers 10.1007/978-3-031-19425-2 doi
Call Number TA1637.5 .B56 2023
Dewey Decimal Classification 621.367015113223
Summary 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 .
Bibliography, etc. Note Includes bibliographical references and index.
Access Note Access limited to authorized users.
Source of Description Description based on online resource; title from digital title page (viewed on January 30, 2023).
Added Author Ralescu, Anca L., 1949- author.
Available in Other Form FUZZY SETS METHODS IN IMAGE PROCESSING AND UNDERSTANDING.
Linked Resources Online Access
Record Appears in Online Resources > Ebooks
All Resources
Introduction
Preliminaries
Fuzzy spatial objects (fuzzy geometry and topology, set theoretic operations)
Mathematical morphology
Distances and similarities between fuzzy sets
Machine learning in image processing and understanding
Fusion
Spatial relations
Structural representations.

Browse Subjects

Show more subjects...

Statistics

from
to
Export