Tamalika Chaira, Ajoy Kumar Ray

Fuzzy Image Processing and Applications with MATLAB (eBook, PDF)

• Format: PDF

Produktbeschreibung

This book provides a detailed analysis of fuzzy set images in image processing and examines the fundamentals of the fuzzy set theory for carrying out associated calculations. 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® and the implementation of fuzzy image processing methods in MATLAB.

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Produktdetails

• Verlag: Taylor & Francis
• Seitenzahl: 240
• Erscheinungstermin: 19. Dezember 2017
• Englisch
• ISBN-13: 9781439807095
• Artikelnr.: 50532473

Autorenporträt

Tamalika Chaira received her bachelor's degree in electronics and communication from Bihar Institute of Technology, Sindri, India; her master's degree in electronics and communication from BE College, Shibpur; and her Ph.D in image processing from the Indian Institute of Technology, Kharagpur, India, in 1993, 2000, and 2003, respectively. Her research interests include image processing, fuzzy logic, intuitionistic fuzzy logic, and medical information processing. She has the following achievements to her credit: 1 Intel U.S. patent, 10 papers in international journals, several book chapters, and several papers in international conferences. She is listed in the International Biographic Centre, Cambridge, United Kingdom, and Marquis Who's Who in Science and Engineering, United States. She is a reviewer of several IEEE journals. She is also a member of Soft Computing in Image Processing. Currently, she is a young scientist in the Department of Science and Technology working at the Centre for Biomedical Engineering, Indian Institute of Technology, Delhi, India.

Professor Ajoy Kumar Ray is currently the vice-chancellor of Bengal Engineering and Science University, Howrah, India. He received his BE in electronics and telecommunication engineering from Bengal Engineering College, Sibpur, India, and his MTech and Ph.D from the Indian Institute of Technology (IIT), Kharagpur, India. Prior to this, he was the head of the School of Medical Science and Technology and a professor of electronics and electrical communication engineering at IIT Kharagpur. Professor Ray has successfully completed 17 research projects as principal investigator, sponsored by Intel Corporation, Texas Instruments, in addition to those funded by agencies such as Defense Research and Development Organization (DRDO), Department of Science and Technology (DST), the Department of Atomic Energy, and the Department of Information Technology, India. He was at the University of Southampton during 1989-1990 and was the head of the research division at Avisere, Inc., United States, during 2004-2005. He has coauthored four books published by international publishing houses. He is the coinventor of six U.S. patents filed jointly with Intel Corporation, as well as three patents filed jointly with Texas Instruments. He has coauthored more than 90 research papers in international journals and conferences. As secretary and chairman of the Nehru Museum of Science and Technology, Professor Ray has conceptualized and created several galleries on science and technology. His research interests include image processing, machine intelligence, soft computing, and molecular imaging in disease detection.

Inhaltsangabe

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.