Автор: Siddhartha Bhattacharyya, Paramartha Dutta, Sourav De-Goran Klepac
Название: Hybrid Soft Computing for Image Segmentation
Издательство: Springer
Год: 2016
ISBN: 978-3-319-47222-5
Язык: English
Формат: pdf
Размер: 16 mb
Страниц: 321

The book suggests hybrids deriving from three main approaches: fuzzy systems, primarily used for handling real-life problems that involve uncertainty; artificial neural networks, usually applied for machine cognition, learning, and recognition; and evolutionary computation, mainly used for search, exploration, efficient exploitation of contextual information, and optimization.

The contributed chapters discuss both the strengths and the weaknesses of the approaches, and the book will be valuable for researchers and graduate students in the domains of image processing and computational intelligence.