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Fuzzy logic for image processing : a gentle introduction using Java / by Laura Caponetti, Giovanna Castellano.
- Format:
- Book
- Author/Creator:
- Caponetti, Laura., Author.
- Castellano, Giovanna, Author.
- Series:
- SpringerBriefs in Electrical and Computer Engineering, 2191-8112
- Language:
- English
- Subjects (All):
- Signal processing.
- Image processing.
- Speech processing systems.
- Optical data processing.
- Computational intelligence.
- Algorithms.
- Signal, Image and Speech Processing.
- Image Processing and Computer Vision.
- Computational Intelligence.
- Algorithm Analysis and Problem Complexity.
- Local Subjects:
- Signal, Image and Speech Processing.
- Image Processing and Computer Vision.
- Computational Intelligence.
- Algorithm Analysis and Problem Complexity.
- Physical Description:
- 1 online resource (XIV, 138 p. 61 illus., 33 illus. in color.)
- Edition:
- 1st ed. 2017.
- Place of Publication:
- Cham : Springer International Publishing : Imprint: Springer, 2017.
- 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.
- Contents:
- Part 1. Fundamentals of Fuzzy Image Processing
- Image Representation Using Java
- Low-level Image Processing
- Basics of Fuzzy Logic
- Fuzzy Image Processing
- Java for Image Processing
- Part 2. Application to Image Processing
- Color Contrast Enhancement
- Image Segmentation
- Morphological Analysis
- Image Thresholding
- Appendix A: Java Code References.
- Notes:
- Includes bibliographical references at the end of each chapters and index.
- ISBN:
- 3-319-44130-2
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