Fuzzy Sets Methods in Image Processing and Understanding
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.
| Autor: | Bloch, Isabelle Ralescu, Anca |
|---|---|
| ISBN: | 9783031194276 |
| Sprache: | Englisch |
| Seitenzahl: | 302 |
| Produktart: | Kartoniert / Broschiert |
| Verlag: | Springer International Publishing |
| Veröffentlicht: | 03.01.2024 |
| Untertitel: | Medical Imaging Applications |
| Schlagworte: | Basic fuzzy operations Fuzzy mathematical morphology Fuzzy sets methods in imagine processing Fuzzy sets methods in medical imaging Medical image analysis Medical image processing Medical image understanding Medical imaging fuzzy fusion Medical imaging fuzzy machine learning Medical object recognition |
Isabelle Bloch is a Professor at Telecom ParisTech.Anca Ralescu is a Professor at the University of Cincinnati.