Fuzzy Image Processing and Applications with MATLAB

ISBN-13: 9781439807088 / Angielski / Twarda / 2009 / 240 str.

Tamalika Chaira; Ajoy Kumar Ray

Opis

This book provides a detailed analysis of fuzzy set images in image processing. It examines the fundamentals of the fuzzy set theory for carrying out calculations in image processing. Describing all components of fuzzy image processing, the book details preprocessing, threshold detection, and fuzzy match-based segmentation-all of which include new fuzzy approaches proposed by the distinguished authors. The text thoroughly explains fuzzy edge detection, fuzzy color-based image retrieval, and fuzzy clustering in pattern recognition. It concludes with a thorough description of MATLAB(R) and the implementation of fuzzy image processing methods in MATLAB.

Spis treści

Fuzzy Subsets and Operations. Image Processing in an Imprecise Environment. Fuzzy Similarity Measure, Measure of Fuzziness, and Entropy. Fuzzy Image Preprocessing. Thresholding Detection in Fuzzy Images. Fuzzy Match-Based Region Extraction. Fuzzy Edge Detection. Fuzzy Content-Based Image Retrieval. Fuzzy Methods in Pattern Classification. Application of Fuzzy Set Theory in Remote Sensing. MATLAB Programs. Problems. Index.