Metaheuristic Algorithms for Image Segmentation: Theory and Applications

Nonfiction, Computers, Advanced Computing, Artificial Intelligence, Science & Nature, Technology, Electronics, General Computing
Cover of the book Metaheuristic Algorithms for Image Segmentation: Theory and Applications by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa, Springer International Publishing
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa ISBN: 9783030129316
Publisher: Springer International Publishing Publication: March 2, 2019
Imprint: Springer Language: English
Author: Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
ISBN: 9783030129316
Publisher: Springer International Publishing
Publication: March 2, 2019
Imprint: Springer
Language: English

This book presents a study of the most important methods of image segmentation and how they are extended and improved using metaheuristic algorithms. The segmentation approaches selected have been extensively applied to the task of segmentation (especially in thresholding), and have also been implemented using various metaheuristics and hybridization techniques leading to a broader understanding of how image segmentation problems can be solved from an optimization perspective. The field of image processing is constantly changing due to the extensive integration of cameras in devices; for example, smart phones and cars now have embedded cameras. The images have to be accurately analyzed, and crucial pre-processing steps, like image segmentation, and artificial intelligence, including metaheuristics, are applied in the automatic analysis of digital images. Metaheuristic algorithms have also been used in various fields of science and technology as the demand for new methods designed to solve complex optimization problems increases. 

This didactic book is primarily intended for undergraduate and postgraduate students of science, engineering, and computational mathematics. It is also suitable for courses such as artificial intelligence, advanced image processing, and computational intelligence. The material is also useful for researches in the fields of evolutionary computation, artificial intelligence, and image processing.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

This book presents a study of the most important methods of image segmentation and how they are extended and improved using metaheuristic algorithms. The segmentation approaches selected have been extensively applied to the task of segmentation (especially in thresholding), and have also been implemented using various metaheuristics and hybridization techniques leading to a broader understanding of how image segmentation problems can be solved from an optimization perspective. The field of image processing is constantly changing due to the extensive integration of cameras in devices; for example, smart phones and cars now have embedded cameras. The images have to be accurately analyzed, and crucial pre-processing steps, like image segmentation, and artificial intelligence, including metaheuristics, are applied in the automatic analysis of digital images. Metaheuristic algorithms have also been used in various fields of science and technology as the demand for new methods designed to solve complex optimization problems increases. 

This didactic book is primarily intended for undergraduate and postgraduate students of science, engineering, and computational mathematics. It is also suitable for courses such as artificial intelligence, advanced image processing, and computational intelligence. The material is also useful for researches in the fields of evolutionary computation, artificial intelligence, and image processing.

More books from Springer International Publishing

Cover of the book Concepts and Methodologies for Modeling and Simulation by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
Cover of the book Battlefield Acoustics by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
Cover of the book Legal Signs Fascinate by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
Cover of the book Bleach Plant Effluents from the Pulp and Paper Industry by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
Cover of the book Idiopathic Pulmonary Fibrosis by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
Cover of the book Adaptation in Visual Culture by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
Cover of the book Gangs and Spirituality by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
Cover of the book Biomechanics of Cycling by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
Cover of the book Disaster Risk Reduction in Indonesia by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
Cover of the book Estuaries: A Lifeline of Ecosystem Services in the Western Indian Ocean by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
Cover of the book Productivity and Inequality by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
Cover of the book Wildland Fuel Fundamentals and Applications by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
Cover of the book The Pragmatics of Indirect Reports by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
Cover of the book 5G for Future Wireless Networks by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
Cover of the book Reversible Logic Synthesis Methodologies with Application to Quantum Computing by Diego Oliva, Mohamed Abd Elaziz, Salvador Hinojosa
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy