Medical Image Processing: Advanced Fuzzy Set Theoretic Techniques - Tapa blanda

Chaira, Tamalika

 
9780367575960: Medical Image Processing: Advanced Fuzzy Set Theoretic Techniques
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ISBN 10: 0367575965 ISBN 13: 9780367575960
Editorial: CRC Press, 2020

Sinopsis

Medical image analysis using advanced fuzzy set theoretic techniques is an exciting and dynamic branch of image processing. Since the introduction of fuzzy set theory, there has been an explosion of interest in advanced fuzzy set theories―such as intuitionistic fuzzy and Type II fuzzy set―that represent uncertainty in a better way.

Medical Image Processing: Advanced Fuzzy Set Theoretic Techniques deals with the application of intuitionistic fuzzy and Type II fuzzy set theories for medical image analysis. Designed for graduate and doctorate students, this higher-level text:



  • Provides a brief introduction to advanced fuzzy set theory, fuzzy/intuitionistic fuzzy aggregation operators, and distance/similarity measures


  • Covers medical image enhancement using advanced fuzzy sets, including MATLAB®-based examples to increase contrast of the images


  • Describes intuitionistic fuzzy and Type II fuzzy thresholding techniques that separate different regions/leukocyte types/abnormal lesions


  • Demonstrates the clustering of unwanted lesions/regions even in the presence of noise by applying intuitionistic fuzzy clustering


  • Highlights the edges of poorly illuminated images and uses intuitionistic fuzzy edge detection to find the edges of different regions


  • Defines fuzzy mathematical morphology and explores its application using the Lukasiewicz operator, t-norms, and t-conorms

Medical Image Processing: Advanced Fuzzy Set Theoretic Techniques is useful not only for students, but also for teachers, engineers, scientists, and those interested in the field of medical image analysis. A basic knowledge of fuzzy set is required, along with a solid understanding of mathematics and image processing.

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Acerca del autor

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.

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Editorial
CRC Press
Año de publicación
2020
Idioma
Inglés
ISBN 10 
0367575965
ISBN 13 
9780367575960
Encuadernación
Tapa blanda
Número de edición
1
Número de páginas
236
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania

Otras ediciones populares con el mismo título

9781498700450: Medical Image Processing: Advanced Fuzzy Set Theoretic Techniques

Edición Destacada

ISBN 10:  1498700454 ISBN 13:  9781498700450
Editorial: CRC Press, 2015
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