Recent Advances On Memetic Algorithms And Its Applications In Image Processing

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Recent Advances on Memetic Algorithms and its Applications in Image Processing

D. Jude Hemanth,B. Vinoth Kumar,G. R. Karpagam Manavalan
Recent Advances on Memetic Algorithms and its Applications in Image Processing Book PDF

Author : D. Jude Hemanth,B. Vinoth Kumar,G. R. Karpagam Manavalan
Publisher : Springer Nature
Page : 209 pages
File Size : 41,9 Mb
Release : 2019-12-07
Category : Technology & Engineering
ISBN : 9789811513626

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Recent Advances on Memetic Algorithms and its Applications in Image Processing by D. Jude Hemanth,B. Vinoth Kumar,G. R. Karpagam Manavalan Pdf

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

A. Suresh,S. Vimal,Y. Harold Robinson,Dhinesh Kumar Ramaswami,R. Udendhran
Bioinformatics and Medical Applications Book PDF

Author : A. Suresh,S. Vimal,Y. Harold Robinson,Dhinesh Kumar Ramaswami,R. Udendhran
Publisher : John Wiley & Sons
Page : 356 pages
File Size : 44,5 Mb
Release : 2022-04-12
Category : Computers
ISBN : 9781119791836

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Bioinformatics and Medical Applications by A. Suresh,S. Vimal,Y. Harold Robinson,Dhinesh Kumar Ramaswami,R. Udendhran Pdf

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

Diego Oliva,Erik Cuevas
Advances and Applications of Optimised Algorithms in Image Processing Book PDF

Author : Diego Oliva,Erik Cuevas
Publisher : Springer
Page : 178 pages
File Size : 45,8 Mb
Release : 2016-11-21
Category : Technology & Engineering
ISBN : 9783319485508

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Advances and Applications of Optimised Algorithms in Image Processing by Diego Oliva,Erik Cuevas Pdf

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.

Advances in Computing, Communication, Automation and Biomedical Technology

M. G. Sumithra ,Arulmurugan Ramu ,Chow Chee Onn
Advances in Computing Communication Automation and Biomedical Technology Book PDF

Author : M. G. Sumithra ,Arulmurugan Ramu ,Chow Chee Onn
Publisher : IJAICT India Publications
Page : 518 pages
File Size : 49,6 Mb
Release : 2020-12-30
Category : Antiques & Collectibles
ISBN : 9788195000814

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Advances in Computing, Communication, Automation and Biomedical Technology by M. G. Sumithra ,Arulmurugan Ramu ,Chow Chee Onn Pdf

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

Diego Oliva,Salvador Hinojosa
Applications of Hybrid Metaheuristic Algorithms for Image Processing Book PDF

Author : Diego Oliva,Salvador Hinojosa
Publisher : Springer Nature
Page : 488 pages
File Size : 53,9 Mb
Release : 2020-03-27
Category : Technology & Engineering
ISBN : 9783030409777

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Applications of Hybrid Metaheuristic Algorithms for Image Processing by Diego Oliva,Salvador Hinojosa Pdf

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

Pradipta Maji,Tingwen Huang,Nikhil R. Pal,Santanu Chaudhury,Rajat K. De
Pattern Recognition and Machine Intelligence Book PDF

Author : Pradipta Maji,Tingwen Huang,Nikhil R. Pal,Santanu Chaudhury,Rajat K. De
Publisher : Springer Nature
Page : 892 pages
File Size : 55,7 Mb
Release : 2023-12-16
Category : Computers
ISBN : 9783031451706

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Pattern Recognition and Machine Intelligence by Pradipta Maji,Tingwen Huang,Nikhil R. Pal,Santanu Chaudhury,Rajat K. De Pdf

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.

Recent Advances in Memetic Algorithms

William E. Hart,Natalio Krasnogor,J.E. Smith
Recent Advances in Memetic Algorithms Book PDF

Author : William E. Hart,Natalio Krasnogor,J.E. Smith
Publisher : Springer
Page : 406 pages
File Size : 47,9 Mb
Release : 2006-06-22
Category : Mathematics
ISBN : 9783540323631

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Recent Advances in Memetic Algorithms by William E. Hart,Natalio Krasnogor,J.E. Smith Pdf

Memetic algorithms are evolutionary algorithms that apply a local search process to refine solutions to hard problems. Memetic algorithms are the subject of intense scientific research and have been successfully applied to a multitude of real-world problems ranging from the construction of optimal university exam timetables, to the prediction of protein structures and the optimal design of space-craft trajectories. This monograph presents a rich state-of-the-art gallery of works on memetic algorithms. Recent Advances in Memetic Algorithms is the first book that focuses on this technology as the central topical matter. This book gives a coherent, integrated view on both good practice examples and new trends including a concise and self-contained introduction to memetic algorithms. It is a necessary read for postgraduate students and researchers interested in recent advances in search and optimization technologies based on memetic algorithms, but can also be used as complement to undergraduate textbooks on artificial intelligence.

Computer Vision: Concepts, Methodologies, Tools, and Applications

Management Association, Information Resources
Computer Vision Concepts Methodologies Tools and Applications Book PDF

Author : Management Association, Information Resources
Publisher : IGI Global
Page : 2451 pages
File Size : 41,6 Mb
Release : 2018-02-02
Category : Computers
ISBN : 9781522552055

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Computer Vision: Concepts, Methodologies, Tools, and Applications by Management Association, Information Resources Pdf

The fields of computer vision and image processing are constantly evolving as new research and applications in these areas emerge. Staying abreast of the most up-to-date developments in this field is necessary in order to promote further research and apply these developments in real-world settings. Computer Vision: Concepts, Methodologies, Tools, and Applications is an innovative reference source for the latest academic material on development of computers for gaining understanding about videos and digital images. Highlighting a range of topics, such as computational models, machine learning, and image processing, this multi-volume book is ideally designed for academicians, technology professionals, students, and researchers interested in uncovering the latest innovations in the field.

Noise Filtering for Big Data Analytics

Souvik Bhattacharyya,Koushik Ghosh
Noise Filtering for Big Data Analytics Book PDF

Author : Souvik Bhattacharyya,Koushik Ghosh
Publisher : Walter de Gruyter GmbH & Co KG
Page : 164 pages
File Size : 43,7 Mb
Release : 2022-06-21
Category : Computers
ISBN : 9783110697216

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Noise Filtering for Big Data Analytics by Souvik Bhattacharyya,Koushik Ghosh Pdf

This book explains how to perform data de-noising, in large scale, with a satisfactory level of accuracy. Three main issues are considered. Firstly, how to eliminate the error propagation from one stage to next stages while developing a filtered model. Secondly, how to maintain the positional importance of data whilst purifying it. Finally, preservation of memory in the data is crucial to extract smart data from noisy big data. If, after the application of any form of smoothing or filtering, the memory of the corresponding data changes heavily, then the final data may lose some important information. This may lead to wrong or erroneous conclusions. But, when anticipating any loss of information due to smoothing or filtering, one cannot avoid the process of denoising as on the other hand any kind of analysis of big data in the presence of noise can be misleading. So, the entire process demands very careful execution with efficient and smart models in order to effectively deal with it.

New Advancements in Swarm Algorithms: Operators and Applications

Erik Cuevas,Fernando Fausto,Adrián González
New Advancements in Swarm Algorithms Operators and Applications Book PDF

Author : Erik Cuevas,Fernando Fausto,Adrián González
Publisher : Springer
Page : 296 pages
File Size : 40,8 Mb
Release : 2019-04-02
Category : Technology & Engineering
ISBN : 9783030163396

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New Advancements in Swarm Algorithms: Operators and Applications by Erik Cuevas,Fernando Fausto,Adrián González Pdf

This book presents advances in alternative swarm development that have proved to be effective in several complex problems. Swarm intelligence (SI) is a problem-solving methodology that results from the cooperation between a set of agents with similar characteristics. The study of biological entities, such as animals and insects, manifesting social behavior has resulted in several computational models of swarm intelligence. While there are numerous books addressing the most widely known swarm methods, namely ant colony algorithms and particle swarm optimization, those discussing new alternative approaches are rare. The focus on developments based on the simple modification of popular swarm methods overlooks the opportunity to discover new techniques and procedures that can be useful in solving problems formulated by the academic and industrial communities. Presenting various novel swarm methods and their practical applications, the book helps researchers, lecturers, engineers and practitioners solve their own optimization problems.

Recent Advances in Image Restoration with Applications to Real World Problems

Chiman Kwan
Recent Advances in Image Restoration with Applications to Real World Problems Book PDF

Author : Chiman Kwan
Publisher : BoD – Books on Demand
Page : 180 pages
File Size : 47,6 Mb
Release : 2020-11-04
Category : Computers
ISBN : 9781839683558

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Recent Advances in Image Restoration with Applications to Real World Problems by Chiman Kwan Pdf

In the past few decades, imaging hardware has improved tremendously in terms of resolution, making widespread usage of images in many diverse applications on Earth and planetary missions. However, practical issues associated with image acquisition are still affecting image quality. Some of these issues such as blurring, measurement noise, mosaicing artifacts, low spatial or spectral resolution, etc. can seriously affect the accuracy of the aforementioned applications. This book intends to provide the reader with a glimpse of the latest developments and recent advances in image restoration, which includes image super-resolution, image fusion to enhance spatial, spectral resolution, and temporal resolutions, and the generation of synthetic images using deep learning techniques. Some practical applications are also included.

Applications of Evolutionary Computing

Mario Giacobini,Anthony Brabazon,Stefano Cagoni,Gianni A. Di Caro,Rolf Drechsler,Muddassar Farooq,Andreas Fink,Evelyne Lutton,Penousal Machado,Stefan Minner,Michael O'Neill,Juan Romero,Franz Rothlauf,Giovanni Squillero,Hideyuki Takagi,A. Sima Uyar,Shengxiang Yang
Applications of Evolutionary Computing Book PDF

Author : Mario Giacobini,Anthony Brabazon,Stefano Cagoni,Gianni A. Di Caro,Rolf Drechsler,Muddassar Farooq,Andreas Fink,Evelyne Lutton,Penousal Machado,Stefan Minner,Michael O'Neill,Juan Romero,Franz Rothlauf,Giovanni Squillero,Hideyuki Takagi,A. Sima Uyar,Shengxiang Yang
Publisher : Springer
Page : 755 pages
File Size : 48,7 Mb
Release : 2007-06-21
Category : Computers
ISBN : 9783540718055

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Applications of Evolutionary Computing by Mario Giacobini,Anthony Brabazon,Stefano Cagoni,Gianni A. Di Caro,Rolf Drechsler,Muddassar Farooq,Andreas Fink,Evelyne Lutton,Penousal Machado,Stefan Minner,Michael O'Neill,Juan Romero,Franz Rothlauf,Giovanni Squillero,Hideyuki Takagi,A. Sima Uyar,Shengxiang Yang Pdf

This book constitutes the refereed joint proceedings of seven workshops on evolutionary computing, EvoWorkshops 2007, held in Valencia, Spain in April 2007. It examines evolutionary computation in communications, networks, and connected systems; finance and economics; image analysis and signal processing; and transportation and logistics. Coverage also details evolutionary algorithms in stochastic and dynamic environments.

Advances in Neural Networks

Fuchun Sun,Jianwei Zhang,Jinde Cao,Wen Yu
Advances in Neural Networks Book PDF

Author : Fuchun Sun,Jianwei Zhang,Jinde Cao,Wen Yu
Publisher : Springer Science & Business Media
Page : 939 pages
File Size : 51,8 Mb
Release : 2008-09-08
Category : Computers
ISBN : 9783540877318

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Advances in Neural Networks by Fuchun Sun,Jianwei Zhang,Jinde Cao,Wen Yu Pdf

(Bayreuth University, Germany), Jennie Si (Arizona State University, USA), and Hang Li (MicrosoftResearchAsia, China). Besides the regularsessions andpanels, ISNN 2008 also featured four special sessions focusing on some emerging topics.

Image Fusion

Tania Stathaki
Image Fusion Book PDF

Author : Tania Stathaki
Publisher : Elsevier
Page : 520 pages
File Size : 45,6 Mb
Release : 2011-08-29
Category : Computers
ISBN : 0080558526

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Image Fusion by Tania Stathaki Pdf

The growth in the use of sensor technology has led to the demand for image fusion: signal processing techniques that can combine information received from different sensors into a single composite image in an efficient and reliable manner. This book brings together classical and modern algorithms and design architectures, demonstrating through applications how these can be implemented. Image Fusion: Algorithms and Applications provides a representative collection of the recent advances in research and development in the field of image fusion, demonstrating both spatial domain and transform domain fusion methods including Bayesian methods, statistical approaches, ICA and wavelet domain techniques. It also includes valuable material on image mosaics, remote sensing applications and performance evaluation. This book will be an invaluable resource to R&D engineers, academic researchers and system developers requiring the most up-to-date and complete information on image fusion algorithms, design architectures and applications. Combines theory and practice to create a unique point of reference Contains contributions from leading experts in this rapidly-developing field Demonstrates potential uses in military, medical and civilian areas

Computational Science and Its Applications – ICCSA 2019

Sanjay Misra,Osvaldo Gervasi,Beniamino Murgante,Elena Stankova,Vladimir Korkhov,Carmelo Torre,Ana Maria A.C. Rocha,David Taniar,Bernady O. Apduhan,Eufemia Tarantino
Computational Science and Its Applications ICCSA 2019 Book PDF

Author : Sanjay Misra,Osvaldo Gervasi,Beniamino Murgante,Elena Stankova,Vladimir Korkhov,Carmelo Torre,Ana Maria A.C. Rocha,David Taniar,Bernady O. Apduhan,Eufemia Tarantino
Publisher : Springer
Page : 845 pages
File Size : 49,8 Mb
Release : 2019-06-28
Category : Computers
ISBN : 9783030242893

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Computational Science and Its Applications – ICCSA 2019 by Sanjay Misra,Osvaldo Gervasi,Beniamino Murgante,Elena Stankova,Vladimir Korkhov,Carmelo Torre,Ana Maria A.C. Rocha,David Taniar,Bernady O. Apduhan,Eufemia Tarantino Pdf

The six volumes LNCS 11619-11624 constitute the refereed proceedings of the 19th International Conference on Computational Science and Its Applications, ICCSA 2019, held in Saint Petersburg, Russia, in July 2019. The 64 full papers, 10 short papers and 259 workshop papers presented were carefully reviewed and selected form numerous submissions. The 64 full papers are organized in the following five general tracks: computational methods, algorithms and scientific applications; high performance computing and networks; geometric modeling, graphics and visualization; advanced and emerging applications; and information systems and technologies. The 259 workshop papers were presented at 33 workshops in various areas of computational sciences, ranging from computational science technologies to specific areas of computational sciences, such as software engineering, security, artificial intelligence and blockchain technologies.