Fuzzy Sets Methods in Image Processing and Understanding Medical Imaging Applications
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...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Springer International Publishing
2023, 2023
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| Edition: | 1st ed. 2023 |
| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- 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