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portada Hybrid Soft Computing for Image Segmentation (in English)
Type
Physical Book
Publisher
Language
Inglés
Pages
321
Format
Paperback
Dimensions
23.4 x 15.6 x 1.8 cm
Weight
0.48 kg.
ISBN13
9783319836843

Hybrid Soft Computing for Image Segmentation (in English)

Bhattacharyya, Siddhartha ; Dutta, Paramartha ; De, Sourav (Author) · Springer · Paperback

Hybrid Soft Computing for Image Segmentation (in English) - Bhattacharyya, Siddhartha ; Dutta, Paramartha ; de, Sourav

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Synopsis "Hybrid Soft Computing for Image Segmentation (in English)"

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.

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All books in our catalog are Original.
The book is written in English.
The binding of this edition is Paperback.

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