ID - 131904551 TI - Fuzzy Sets Methods in Image Processing and Understanding : Medical Imaging Applications AU - Bloch, Isabelle AU - Ralescu, Anca PY - 2023 SN - 9783031194252 9783031194245 9783031194269 9783031194276 PB - Cham Springer International Publishing DB - UniCat KW - Physical methods for diagnosis KW - Biotechnology KW - Computer. Automation KW - computervisie KW - biotechnologie KW - radiologie UR - https://www.unicat.be/uniCat?func=search&query=sysid:131904551 AB - 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 . ER -