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Knjiga Hybrid Soft Computing for Image Segmentation Siddhartha Bhattacharyya

Hybrid Soft Computing for Image Segmentation

Siddhartha Bhattacharyya

Paramartha Dutta

Jezik

Engleski

Knjiga Tvrdi uvez

Knjiga Hybrid Soft Computing for Image Segmentation Siddhartha Bhattacharyya

Libristo kod: 14208660

Nakladnici Springer International Publishing AG, studeni 2016

This book proposes soft computing techniques for segmenting real-life images in applications such as... Cijeli opis

Libristo kod: 14208660

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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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Informacije o knjizi

Puni naziv Hybrid Soft Computing for Image Segmentation

Autor Siddhartha Bhattacharyya, Paramartha Dutta, Sourav De, Goran Klepac

Jezik

Engleski

Uvez Knjiga - Tvrdi uvez

Datum izdanja 2016

Broj stranica 321

EAN 9783319472225

ISBN 3319472224

Libristo kod 14208660

Nakladnici Springer International Publishing AG

Težina 6328

Dimenzije 155 x 235 x 25

Kategorija

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics

Computing & Information Technology > Computer science > Artificial intelligence > Neural networks & fuzzy systems

Computing & Information Technology > Computer science > Artificial intelligence > Computer vision

Computing & Information Technology > Computer science > Image processing

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