The use of metaheuristic algorithms (MA) has been increasing in recent years, and the image processing field is not the exempted of their application. In the last two years a big amount of MA has been introduced as alternatives for solving complex optimization problems. This book collects the most prominent MA of the 2019 and 2020 and verifies its use in image processing tasks. In addition, literature review of both MA and digital image processing is presented as part of the introductory information. Each algorithm is detailed explained with special focus in the tuning parameters and the proper implementation for the image processing tasks. Besides several examples permits to the reader explore and confirm the use of this kind of intelligent methods. Since image processing is widely used in different domains, this book considers different kinds of datasets that includes, magnetic resonance images, thermal images, agriculture images, among others. The reader then can have some ideas of implementation that complement the theory exposed of each optimization mechanism. Regarding the image processing problems this book consider the segmentation by using different metrics based on entropies or variances. In the same way, the identification of different shapes and the detection of objects are also covered in the corresponding chapters. Each chapter is complemented with a wide range of experiments and statistical analysis that permits the reader to judge about the performance of the MA. Finally, there is included a section that includes some discussion and conclusions. This section also provides some open questions and research opportunities for the audience.
"Sinopsis" puede pertenecer a otra edición de este libro.
Prof. Diego Oliva received the B.S. degree in Electronics and Computer Engineering from the Industrial Technical Education Center (CETI) of Guadalajara, Mexico, in 2007, the M.Sc. degree in Electronic Engineering and Computer Sciences from the University of Guadalajara, Mexico in 2010. He obtained a Ph. D. in Informatics in 2015 from the Universidad Complutense de Madrid. Currently, he is an Associate Professor at the University of Guadalajara in Mexico. He has the distinction of National Researcher Rank 2 by the Mexican Council of Science and Technology. Since 2017 he has been a member of the IEEE. His research interest includes Evolutionary and swarm algorithms, hybridization of evolutionary and swarm algorithms, and Computational intelligence.
Noé Ortega Sánchez received the B.S. degree in Computer Engineering from University of Guadalajara, Mexico in 2008, the M.Sc. degree in Electronic Engineering and Computer Sciences from the University of Guadalajara, Mexico in 2011. Currently he is a Ph. D. student and Lecturer at the University of Guadalajara. His research interest includes Evolutionary and swarm algorithms, Image processing and Computational intelligence.
Salvador Hinojosa is a professor and researcher currently affiliated with the Monterrey Institute of Technology and Higher Education. He holds a PhD in Computer Engineering from the Complutense University of Madrid and a Master's degree in Electronic and Computer Engineering from the University of Guadalajara. His bibliographic contributions extend to more than twenty journal articles and three co-authored and co-edited books dealing with metaheuristics and machine learning for solving problems in image processing, computer vision, energy and smart cities.
Prof. Marco Perez-Cisneros received the BE. on Communications and Electronics Engineering from the University of Guadalajara, Mexico, the M. Eng., from ITESO University Mexico and Ph.D. degree from the University of Manchester, UK. He is Professor and Dean of the Electronics and Computer Science Division of Engineering Campus of the University of Guadalajara, Mexico. Prior to his current appointment, he was Dean of Sciences Division in Tonala Campus and Head of the Department of Computer Science in the Engineering Campus. Since 2000, he is a member of the National Research System in Mexico and since 2018 he is a member of the Mexican National Science Academy. He also serves as associated Editor of the Journal of Mathematical Problems in Engineering.
"Sobre este título" puede pertenecer a otra edición de este libro.
EUR 17,11 gastos de envío desde Estados Unidos de America a España
Destinos, gastos y plazos de envíoEUR 5,04 gastos de envío desde Reino Unido a España
Destinos, gastos y plazos de envíoLibrería: THE SAINT BOOKSTORE, Southport, Reino Unido
Hardback. Condición: New. New copy - Usually dispatched within 4 working days. 166. Nº de ref. del artículo: B9781032019772
Cantidad disponible: 1 disponibles
Librería: Ria Christie Collections, Uxbridge, Reino Unido
Condición: New. In. Nº de ref. del artículo: ria9781032019772_new
Cantidad disponible: Más de 20 disponibles
Librería: Majestic Books, Hounslow, Reino Unido
Condición: New. Nº de ref. del artículo: 402584270
Cantidad disponible: 3 disponibles
Librería: moluna, Greven, Alemania
Gebunden. Condición: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Prof. Diego Oliva received the B.S. degree in Electronics and Computer Engineering from the Industrial Technical Education Center (CETI) of Guadalajara, Mexico, in 2007, the M.Sc. degree in Electronic Engineering and Computer Sciences fr. Nº de ref. del artículo: 674789987
Cantidad disponible: Más de 20 disponibles
Librería: California Books, Miami, FL, Estados Unidos de America
Condición: New. Nº de ref. del artículo: I-9781032019772
Cantidad disponible: Más de 20 disponibles
Librería: PBShop.store UK, Fairford, GLOS, Reino Unido
HRD. Condición: New. New Book. Delivered from our UK warehouse in 4 to 14 business days. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Nº de ref. del artículo: L1-9781032019772
Cantidad disponible: Más de 20 disponibles
Librería: PBShop.store US, Wood Dale, IL, Estados Unidos de America
HRD. Condición: New. New Book. Shipped from UK. THIS BOOK IS PRINTED ON DEMAND. Established seller since 2000. Nº de ref. del artículo: L1-9781032019772
Cantidad disponible: Más de 20 disponibles
Librería: GreatBookPrices, Columbia, MD, Estados Unidos de America
Condición: New. Nº de ref. del artículo: 44726965-n
Cantidad disponible: Más de 20 disponibles
Librería: Books Puddle, New York, NY, Estados Unidos de America
Condición: New. 1st edition NO-PA16APR2015-KAP. Nº de ref. del artículo: 26394874129
Cantidad disponible: 4 disponibles
Librería: GreatBookPricesUK, Woodford Green, Reino Unido
Condición: New. Nº de ref. del artículo: 44726965-n
Cantidad disponible: Más de 20 disponibles