Overview
Showcases major clustering techniques, detailing their advantages and shortcomings
Includes several methods for evaluating the performance of segmentation techniques
Presents several applications including medical diagnosis systems, satellite imaging systems, and biometric systems
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Table of contents (4 chapters)
Keywords
About this book
- Showcases major clustering techniques, detailing their advantages and shortcomings;
- Includes several methods for evaluating the performance of segmentation techniques;
- Presents several applications including medical diagnosis systems, satellite imaging systems, and biometric systems.
Authors and Affiliations
About the authors
Abid Yahya began his career on an engineering path, which is rare among other researcher executives. He earned his bachelor's degree from the University of Engineering and Technology, Peshawar, Pakistan, in Electrical and Electronic Engineering, majoring in telecommunication and MSc and Ph.D. degrees in wireless and mobile systems from the Universiti Sains Malaysia, Malaysia. Currently, he is working at the Botswana International University of Science and Technology. He has applied this combination of practical and academic experience to a variety of consultancies for major corporations. Prof. Abid Yahya is a Senior Member of the Institute of Electrical and Electronics Engineers (IEEE), USA, and a Professional Engineer registered with the Botswana Engineers Registration Board (ERB). He has many research publications to his credit in numerous reputable journals, conference articles, and book chapters. He has received several awards and grants from various funding agencies and supervised several Ph.D. and master candidates. His recent four books, 1) Emerging Technologies in Agriculture, Livestock, and Climate by Springer in 2020; 2)Mobile WiMAX Systems: Performance Analysis of Fractional Frequency Reuse published by CRC Press | Taylor & Francis in 2019, 3) Steganography Techniques for Digital Images; 4) LTE-A Cellular Networks: Multi-Hop Relay for Coverage, Capacity, and Performance Enhancement, published by Springer International Publishing in July 2018 January 2017 respectively and are being followed in national and international universities. Prof. Yahya was assigned to be an external and internal examiner for postgraduate students. He has been invited many times to be a speaker or visiting lecturer at different multinational companies. He sits on various panels with the government and other industry-related boards of study.
Bibliographic Information
Book Title: Clustering Techniques for Image Segmentation
Authors: Fasahat Ullah Siddiqui, Abid Yahya
DOI: https://doi.org/10.1007/978-3-030-81230-0
Publisher: Springer Cham
eBook Packages: Engineering, Engineering (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2022
Hardcover ISBN: 978-3-030-81229-4Published: 30 October 2021
Softcover ISBN: 978-3-030-81232-4Published: 30 October 2022
eBook ISBN: 978-3-030-81230-0Published: 29 October 2021
Edition Number: 1
Number of Pages: XX, 108
Number of Illustrations: 39 b/w illustrations, 16 illustrations in colour
Topics: Signal, Image and Speech Processing, Computational Intelligence, Image Processing and Computer Vision