Medical Image Processing: Advanced Fuzzy Set Theoretic Techniques

ISBN-13: 9780367575960 / Angielski / Miękka / 2020 / 236 str.

Tamalika Chaira

Opis

This higher-level text provides a brief introduction to advanced fuzzy set theory, fuzzy/intuitionistic fuzzy aggregation operators, and distance/similarity measures. It covers medical image enhancement using advanced fuzzy sets, including MATLAB®-based examples to increase contrast of the images. In addition, the book describes intuitionistic f

Spis treści

Intuitionistic Fuzzy Set and Type II Fuzzy Set. Medical Image Processing. Fuzzy and Intuitionistic Fuzzy Operators with Application in Decision-Making. Similarity, Distance Measures, and Entropy. Image Enhancement. Thresholding of Medical Images. Clustering of Medical Images. Edge Detection. Fuzzy Mathematical Morphology.

O autorze

Tamalika Chaira is a research scientist in the Department of Biotechnology, Government of India, and the Indian Institute of Technology Delhi, New Delhi. Previously, she was a research associate at the National Research Council (CNR), Pisa, Italy. She holds a bachelor’s degree from Bihar Institute of Technology, Sindri, Jharkhand, India; a master’s degree from Bengal Engineering and Science University, Shibpur, Howrah, India; and a Ph.D from the Indian Institute of Technology, Kharagpur, West Bengal. She is an author of the book Fuzzy Image Processing and Applications with MATLAB, as well as numerous papers. She also received the prestigious National Award (Innovative Young Biotechnologist Award, 2010) from the Government of India.