Recent Advances on Memetic Algorithms and its Applications in Image Processing
Title | Recent Advances on Memetic Algorithms and its Applications in Image Processing PDF eBook |
Author | D. Jude Hemanth |
Publisher | Springer Nature |
Pages | 209 |
Release | 2019-12-07 |
Genre | Technology & Engineering |
ISBN | 9811513627 |
This book includes original research findings in the field of memetic algorithms for image processing applications. It gathers contributions on theory, case studies, and design methods pertaining to memetic algorithms for image processing applications ranging from defence, medical image processing, and surveillance, to computer vision, robotics, etc. The content presented here provides new directions for future research from both theoretical and practical viewpoints, and will spur further advances in the field.
Bioinformatics and Medical Applications
Title | Bioinformatics and Medical Applications PDF eBook |
Author | A. Suresh |
Publisher | John Wiley & Sons |
Pages | 356 |
Release | 2022-04-12 |
Genre | Computers |
ISBN | 1119791839 |
BIOINFORMATICS AND MEDICAL APPLICATIONS The main topics addressed in this book are big data analytics problems in bioinformatics research such as microarray data analysis, sequence analysis, genomics-based analytics, disease network analysis, techniques for big data analytics, and health information technology. Bioinformatics and Medical Applications: Big Data Using Deep Learning Algorithms analyses massive biological datasets using computational approaches and the latest cutting-edge technologies to capture and interpret biological data. The book delivers various bioinformatics computational methods used to identify diseases at an early stage by assembling cutting-edge resources into a single collection designed to enlighten the reader on topics focusing on computer science, mathematics, and biology. In modern biology and medicine, bioinformatics is critical for data management. This book explains the bioinformatician’s important tools and examines how they are used to evaluate biological data and advance disease knowledge. The editors have curated a distinguished group of perceptive and concise chapters that presents the current state of medical treatments and systems and offers emerging solutions for a more personalized approach to healthcare. Applying deep learning techniques for data-driven solutions in health information allows automated analysis whose method can be more advantageous in supporting the problems arising from medical and health-related information. Audience The primary audience for the book includes specialists, researchers, postgraduates, designers, experts, and engineers, who are occupied with biometric research and security-related issues.
Advances and Applications of Optimised Algorithms in Image Processing
Title | Advances and Applications of Optimised Algorithms in Image Processing PDF eBook |
Author | Diego Oliva |
Publisher | Springer |
Pages | 185 |
Release | 2016-11-21 |
Genre | Technology & Engineering |
ISBN | 3319485504 |
This book presents a study of the use of optimization algorithms in complex image processing problems. The problems selected explore areas ranging from the theory of image segmentation to the detection of complex objects in medical images. Furthermore, the concepts of machine learning and optimization are analyzed to provide an overview of the application of these tools in image processing. The material has been compiled from a teaching perspective. Accordingly, the book is primarily intended for undergraduate and postgraduate students of Science, Engineering, and Computational Mathematics, and can be used for courses on Artificial Intelligence, Advanced Image Processing, Computational Intelligence, etc. Likewise, the material can be useful for research from the evolutionary computation, artificial intelligence and image processing communities.
The Future of Artificial Intelligence and Robotics
Title | The Future of Artificial Intelligence and Robotics PDF eBook |
Author | David Pastor-Escuredo |
Publisher | Springer Nature |
Pages | 837 |
Release | |
Genre | |
ISBN | 3031609352 |
Advances in Computing, Communication, Automation and Biomedical Technology
Title | Advances in Computing, Communication, Automation and Biomedical Technology PDF eBook |
Author | M. G. Sumithra |
Publisher | IJAICT India Publications |
Pages | 518 |
Release | 2020-12-30 |
Genre | Antiques & Collectibles |
ISBN | 8195000819 |
Advances in Computing, Communication, Automation and Biomedical Technology aims to bring together leading academic, scientists, researchers, industry representatives, postdoctoral fellows and research scholars around the world to share their knowledge and research expertise, to advances in the areas of Computing, Communication, Electrical, Civil, Mechanical and Biomedical Systems as well as to create a prospective collaboration and networking on various areas. It also provides a premier interdisciplinary platform for researchers, practitioners, and educators to present and discuss the most recent innovations, trends, and concerns as well as practical challenges encountered, and solutions adopted in the fields of innovation.
Applications of Hybrid Metaheuristic Algorithms for Image Processing
Title | Applications of Hybrid Metaheuristic Algorithms for Image Processing PDF eBook |
Author | Diego Oliva |
Publisher | Springer Nature |
Pages | 488 |
Release | 2020-03-27 |
Genre | Technology & Engineering |
ISBN | 3030409775 |
This book presents a collection of the most recent hybrid methods for image processing. The algorithms included consider evolutionary, swarm, machine learning and deep learning. The respective chapters explore different areas of image processing, from image segmentation to the recognition of objects using complex approaches and medical applications. The book also discusses the theory of the methodologies used to provide an overview of the applications of these tools in image processing. The book is primarily intended for undergraduate and postgraduate students of science, engineering and computational mathematics, and can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence. Further, it is a valuable resource for researchers from the evolutionary computation, artificial intelligence and image processing communities.
Pattern Recognition and Machine Intelligence
Title | Pattern Recognition and Machine Intelligence PDF eBook |
Author | Pradipta Maji |
Publisher | Springer Nature |
Pages | 892 |
Release | 2023-12-16 |
Genre | Computers |
ISBN | 3031451708 |
The LNCS volume constitutes the refereed proceedings of 10th International Conference, PReMI 2023, in Kolkata, India, in December 2023. The 91 full papers, presented together with abstracts of 6 keynote and invited talks, were carefully reviewed and selected from more than 300 submissions. The conference presents topics covering different aspects of pattern recognition and machine intelligence with real life state-of-the-art applications.