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

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Isabelle Bloch Anca Ralescu

Fuzzy Sets Methods in Image Processing and Understanding

Medical Imaging Applications

Isabelle Bloch, Anca Ralescu

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English

Springer International Publishing AG
02 January 2023

Radiology; Biomedical engineering; Biotechnology; Image processing

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.

By: Isabelle Bloch, Anca Ralescu
Imprint: Springer International Publishing AG
Country of Publication: Switzerland
Edition: 2023 ed.
Dimensions: Height: 235mm, Width: 155mm,
Weight: 641g
ISBN: 9783031194245
ISBN 10: 3031194241
Pages: 302
Publication Date: 02 January 2023
Audience: Professional and scholarly , Undergraduate
Format: Hardback
Publisher's Status: Active

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.

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