Fuzzy logic for image processing : a gentle introduction using Java /

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Bibliographic Details
Author / Creator:Caponetti, Laura, author.
Imprint:Switzerland : Springer, [2017]
©2017
Description:1 online resource (138 pages) : illustrations
Language:English
Series:SpringerBriefs in electrical and computer engineering
SpringerBriefs in electrical and computer engineering.
Subject:
Format: E-Resource Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/11266946
Hidden Bibliographic Details
Other authors / contributors:Castellano, Giovanna, author.
ISBN:9783319441306
3319441302
9783319441283
3319441280
Notes:Includes bibliographical references and index.
Print version record.
Summary:"This book provides an introduction to fuzzy logic approaches useful in image processing. The authors start by introducing image processing tasks of low and medium level such as thresholding, enhancement, edge detection, morphological filters, and segmentation and shows how fuzzy logic approaches apply. The book is divided into two parts. The first includes vagueness and ambiguity in digital images, fuzzy image processing, fuzzy rule based systems, and fuzzy clustering. The second part includes applications to image processing, image thresholding, color contrast enhancement, edge detection, morphological analysis, and image segmentation. Throughout, they describe image processing algorithms based on fuzzy logic under methodological aspects in addition to applicative aspects. Implementations in java are provided for the various applications"--Provided by publisher.
Other form:Print version: Caponetti, Laura. Fuzzy logic for image processing. Switzerland : Springer, [2017] 9783319441283