ENGLISH

Hybrid Soft Computing for Image Segmentation

By Siddhartha Bhattacharyya , Paramartha Dutta , Sourav De , Goran Klepac (eds.)

Book information

Publisher
Springer International Publishing
Year
2016
ISBN
978-3-319-47222-5, 978-3-319-47223-2
DOI
10.1007/978-3-319-47223-2
Language
english
Format
PDF
Filesize
16 MB (16793358 bytes)
Edition
1
Pages
XVI, 321\327
Time added
2016-11-20 09:00:00
Artificial Intelligence (incl. Robotics);ComputatiPattern Recognition and GraphicsVision

Description

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.

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