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商品詳細
Hybrid Soft Computing for Image Segmentation. 1st ed. 2016
・ISBN 978-3-319-47222-5 hard EUR 99.99
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| 著者・編者 | Bhattacharyya, Siddhartha / Dutta, Paramartha / De, Sourav / Klepac, Goran (eds.), |
|---|---|
| 出版社 | (Springer International Publishing AG, SZ) |
| 出版年月 | 2016 |
| ページ数 | 321 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A05-10044＞ |
解説
This book proposes soft computing techniques for segmenting real-life images in applications such as image processing, image mining, video surveillance, and intelligent transportation systems. 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.