Fuzzy Logic for Image Processing : A Gentle Introduction Using Java (Springerbriefs in Electrical and Computer Engineering)

Caponetti, Laura/ Castellano, Giovanna

Springer International Publishing AG（2016/09発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 138 p.
• 言語 ENG
• 商品コード 9783319441283
• DDC分類 006.42

Full Description

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.