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Bio Inspired Computation And Applications In Image Processing

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Bio Inspired Computing for Image and Video Processing

Bio Inspired Computing for Image and Video Processing Book
Author : D. P. Acharjya,V. Santhi
Publisher : CRC Press
Release : 2018-01-02
ISBN : 1351649833
Language : En, Es, Fr & De

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Book Description :

In recent years bio-inspired computational theories and tools have developed to assist people in extracting knowledge from high dimensional data. These differ in how they take a more evolutionary approach to learning, as opposed to traditional artificial intelligence (AI) and what could be described as 'creationist' methods. Instead bio-inspired computing takes a bottom-up, de-centralized approach that often involves the method of specifying a set of simple rules, a set of simple organisms which adhere to those rules, and of iteratively applying those rules. Bio-Inspired Computing for Image and Video Processing covers interesting and challenging new theories in image and video processing. It addresses the growing demand for image and video processing in diverse application areas, such as secured biomedical imaging, biometrics, remote sensing, texture understanding, pattern recognition, content-based image retrieval, and more. This book is perfect for students following this topic at both undergraduate and postgraduate level. It will also prove indispensable to researchers who have an interest in image processing using bio-inspired computing.

Bio Inspired Computation and Applications in Image Processing

Bio Inspired Computation and Applications in Image Processing Book
Author : Xin-She Yang,João Paulo Papa
Publisher : Academic Press
Release : 2016-08-09
ISBN : 012804537X
Language : En, Es, Fr & De

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Book Description :

Bio-Inspired Computation and Applications in Image Processing summarizes the latest developments in bio-inspired computation in image processing, focusing on nature-inspired algorithms that are linked with deep learning, such as ant colony optimization, particle swarm optimization, and bat and firefly algorithms that have recently emerged in the field. In addition to documenting state-of-the-art developments, this book also discusses future research trends in bio-inspired computation, helping researchers establish new research avenues to pursue. Reviews the latest developments in bio-inspired computation in image processing Focuses on the introduction and analysis of the key bio-inspired methods and techniques Combines theory with real-world applications in image processing Helps solve complex problems in image and signal processing Contains a diverse range of self-contained case studies in real-world applications

Biologically Rationalized Computing Techniques For Image Processing Applications

Biologically Rationalized Computing Techniques For Image Processing Applications Book
Author : Jude Hemanth,Valentina Emilia Balas
Publisher : Springer
Release : 2017-08-15
ISBN : 3319613162
Language : En, Es, Fr & De

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Book Description :

This book introduces readers to innovative bio-inspired computing techniques for image processing applications. It demonstrates how a significant drawback of image processing – not providing the simultaneous benefits of high accuracy and less complexity – can be overcome, proposing bio-inspired methodologies to help do so. Besides computing techniques, the book also sheds light on the various application areas related to image processing, and weighs the pros and cons of specific methodologies. Even though several such methodologies are available, most of them do not provide the simultaneous benefits of high accuracy and less complexity, which explains their low usage in connection with practical imaging applications, such as the medical scenario. Lastly, the book illustrates the methodologies in detail, making it suitable for newcomers to the field and advanced researchers alike.

Bio Inspired Computing for Image and Video Processing

Bio Inspired Computing for Image and Video Processing Book
Author : D. P. Acharjya,V. Santhi
Publisher : CRC Press
Release : 2018-01-02
ISBN : 1498765939
Language : En, Es, Fr & De

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Book Description :

In recent years bio-inspired computational theories and tools have developed to assist people in extracting knowledge from high dimensional data. These differ in how they take a more evolutionary approach to learning, as opposed to traditional artificial intelligence (AI) and what could be described as 'creationist' methods. Instead bio-inspired computing takes a bottom-up, de-centralized approach that often involves the method of specifying a set of simple rules, a set of simple organisms which adhere to those rules, and of iteratively applying those rules. Bio-Inspired Computing for Image and Video Processing covers interesting and challenging new theories in image and video processing. It addresses the growing demand for image and video processing in diverse application areas, such as secured biomedical imaging, biometrics, remote sensing, texture understanding, pattern recognition, content-based image retrieval, and more. This book is perfect for students following this topic at both undergraduate and postgraduate level. It will also prove indispensable to researchers who have an interest in image processing using bio-inspired computing.

Bio Inspired Computation in Telecommunications

Bio Inspired Computation in Telecommunications Book
Author : Xin-She Yang,Su Fong Chien,T.O. Ting
Publisher : Morgan Kaufmann
Release : 2015-02-11
ISBN : 0128017430
Language : En, Es, Fr & De

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Book Description :

Bio-inspired computation, especially those based on swarm intelligence, has become increasingly popular in the last decade. Bio-Inspired Computation in Telecommunications reviews the latest developments in bio-inspired computation from both theory and application as they relate to telecommunications and image processing, providing a complete resource that analyzes and discusses the latest and future trends in research directions. Written by recognized experts, this is a must-have guide for researchers, telecommunication engineers, computer scientists and PhD students.

Nature Inspired Optimization Algorithms

Nature Inspired Optimization Algorithms Book
Author : Xin-She Yang
Publisher : Elsevier
Release : 2014-02-17
ISBN : 0124167454
Language : En, Es, Fr & De

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Book Description :

Nature-Inspired Optimization Algorithms provides a systematic introduction to all major nature-inspired algorithms for optimization. The book's unified approach, balancing algorithm introduction, theoretical background and practical implementation, complements extensive literature with well-chosen case studies to illustrate how these algorithms work. Topics include particle swarm optimization, ant and bee algorithms, simulated annealing, cuckoo search, firefly algorithm, bat algorithm, flower algorithm, harmony search, algorithm analysis, constraint handling, hybrid methods, parameter tuning and control, as well as multi-objective optimization. This book can serve as an introductory book for graduates, doctoral students and lecturers in computer science, engineering and natural sciences. It can also serve a source of inspiration for new applications. Researchers and engineers as well as experienced experts will also find it a handy reference. Discusses and summarizes the latest developments in nature-inspired algorithms with comprehensive, timely literature Provides a theoretical understanding as well as practical implementation hints Provides a step-by-step introduction to each algorithm

Innovations in Bio Inspired Computing and Applications

Innovations in Bio Inspired Computing and Applications Book
Author : Ajith Abraham,Ana Maria Madureira,Arturas Kaklauskas,Niketa Gandhi,Anu Bajaj,Azah Kamilah Muda,Dalia Kriksciuniene,João Carlos Ferreira
Publisher : Springer Nature
Release : 2022-02-21
ISBN : 3030962997
Language : En, Es, Fr & De

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Book Description :

This book highlights recent research on bio-inspired computing and its various innovative applications in information and communication technologies. It presents 80 high-quality papers from the 12th International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA 2021) and 11th World Congress on Information and Communication Technologies (WICT 2021), which was held online during December 16–18, 2021. As a premier conference, IBICA–WICT brings together researchers, engineers and practitioners whose work involves bio-inspired computing, computational intelligence and their applications in information security, real-world contexts, etc. Including contributions by authors from 25 countries, the book offers a valuable reference guide for all researchers, students and practitioners in the fields of Computer Science and Engineering.

Bio inspired Computing Theories and Applications

Bio inspired Computing     Theories and Applications Book
Author : Maoguo Gong,Linqiang Pan,Tao Song,Gexiang Zhang
Publisher : Springer
Release : 2017-01-07
ISBN : 981103611X
Language : En, Es, Fr & De

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Book Description :

The two-volume set, CCIS 681 and CCIS 682, constitutes the proceedings of the 11th International Conference on Bio-Inspired Computing: Theories and Applications, BIC-TA 2016, held in Xi'an, China, in October 2016.The 115 revised full papers presented were carefully reviewed and selected from 343 submissions. The papers of Part I are organized in topical sections on DNA Computing; Membrane Computing; Neural Computing; Machine Learning. The papers of Part II are organized in topical sections on Evolutionary Computing; Multi-objective Optimization; Pattern Recognition; Others.

Bio Inspired Computing for Information Retrieval Applications

Bio Inspired Computing for Information Retrieval Applications Book
Author : Acharjya, D.P.,Mitra, Anirban
Publisher : IGI Global
Release : 2017-02-14
ISBN : 1522523766
Language : En, Es, Fr & De

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Book Description :

The growing presence of biologically-inspired processing has caused significant changes in data retrieval. With the ubiquity of these technologies, more effective and streamlined data processing techniques are available. Bio-Inspired Computing for Information Retrieval Applications is a key resource on the latest advances and research regarding current techniques that have evolved from biologically-inspired processes and its application to a variety of problems. Highlighting multidisciplinary studies on data processing, swarm-based clustering, and evolutionary computation, this publication is an ideal reference source for researchers, academics, professionals, students, and practitioners.

Nature Inspired Computing and Optimization

Nature Inspired Computing and Optimization Book
Author : Srikanta Patnaik,Xin-She Yang,Kazumi Nakamatsu
Publisher : Springer
Release : 2017-03-07
ISBN : 3319509209
Language : En, Es, Fr & De

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Book Description :

The book provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application in optimization. The approach is mainly practice-oriented: each bio-inspired technique or algorithm is introduced together with one of its possible applications. Applications cover a wide range of real-world optimization problems: from feature selection and image enhancement to scheduling and dynamic resource management, from wireless sensor networks and wiring network diagnosis to sports training planning and gene expression, from topology control and morphological filters to nutritional meal design and antenna array design. There are a few theoretical chapters comparing different existing techniques, exploring the advantages of nature-inspired computing over other methods, and investigating the mixing time of genetic algorithms. The book also introduces a wide range of algorithms, including the ant colony optimization, the bat algorithm, genetic algorithms, the collision-based optimization algorithm, the flower pollination algorithm, multi-agent systems and particle swarm optimization. This timely book is intended as a practice-oriented reference guide for students, researchers and professionals.

Bio inspired Algorithms for Engineering

Bio inspired Algorithms for Engineering Book
Author : Nancy Arana-Daniel,Carlos Lopez-Franco,Alma Y. Alanis
Publisher : Butterworth-Heinemann
Release : 2018-02-03
ISBN : 0128137894
Language : En, Es, Fr & De

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Book Description :

Bio-inspired Algorithms for Engineering builds a bridge between the proposed bio-inspired algorithms developed in the past few decades and their applications in real-life problems, not only in an academic context, but also in the real world. The book proposes novel algorithms to solve real-life, complex problems, combining well-known bio-inspired algorithms with new concepts, including both rigorous analyses and unique applications. It covers both theoretical and practical methodologies, allowing readers to learn more about the implementation of bio-inspired algorithms. This book is a useful resource for both academic and industrial engineers working on artificial intelligence, robotics, machine learning, vision, classification, pattern recognition, identification and control. Presents real-time implementation and simulation results for all the proposed schemes Offers a comparative analysis and rigorous analysis of the convergence of proposed algorithms Provides a guide for implementing each application at the end of each chapter Includes illustrations, tables and figures that facilitate the reader’s comprehension of the proposed schemes and applications

Applications of Evolutionary Computation in Image Processing and Pattern Recognition

Applications of Evolutionary Computation in Image Processing and Pattern Recognition Book
Author : Erik Cuevas,Daniel Zaldívar,Marco Perez-Cisneros
Publisher : Springer
Release : 2015-11-07
ISBN : 3319264621
Language : En, Es, Fr & De

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Book Description :

This book presents the use of efficient Evolutionary Computation (EC) algorithms for solving diverse real-world image processing and pattern recognition problems. It provides an overview of the different aspects of evolutionary methods in order to enable the reader in reaching a global understanding of the field and, in conducting studies on specific evolutionary techniques that are related to applications in image processing and pattern recognition. It explains the basic ideas of the proposed applications in a way that can also be understood by readers outside of the field. Image processing and pattern recognition practitioners who are not evolutionary computation researchers will appreciate the discussed techniques beyond simple theoretical tools since they have been adapted to solve significant problems that commonly arise on such areas. On the other hand, members of the evolutionary computation community can learn the way in which image processing and pattern recognition problems can be translated into an optimization task. The book has been structured so that each chapter can be read independently from the others. It can serve as reference book for students and researchers with basic knowledge in image processing and EC methods.

Computational Vision and Bio Inspired Computing

Computational Vision and Bio Inspired Computing Book
Author : S. Smys,João Manuel R. S. Tavares,Robert Bestak,Fuqian Shi
Publisher : Springer Nature
Release : 2021-06-14
ISBN : 9813368624
Language : En, Es, Fr & De

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Book Description :

This book includes selected papers from the 4th International Conference on Computational Vision and Bio Inspired Computing (ICCVBIC 2020), held in Coimbatore, India, from November 19 to 20, 2020. This proceedings book presents state-of-the-art research innovations in computational vision and bio-inspired techniques. The book reveals the theoretical and practical aspects of bio-inspired computing techniques, like machine learning, sensor-based models, evolutionary optimization and big data modeling and management that make use of effectual computing processes in the bio-inspired systems. As such it contributes to the novel research that focuses on developing bio-inspired computing solutions for various domains, such as human–computer interaction, image processing, sensor-based single processing, recommender systems and facial recognition, which play an indispensable part in smart agriculture, smart city, biomedical and business intelligence applications.

Bio Inspired Computational Algorithms and Their Applications

Bio Inspired Computational Algorithms and Their Applications Book
Author : Shangce Gao
Publisher : BoD – Books on Demand
Release : 2012-03-07
ISBN : 9535102141
Language : En, Es, Fr & De

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Book Description :

Bio-inspired computational algorithms are always hot research topics in artificial intelligence communities. Biology is a bewildering source of inspiration for the design of intelligent artifacts that are capable of efficient and autonomous operation in unknown and changing environments. It is difficult to resist the fascination of creating artifacts that display elements of lifelike intelligence, thus needing techniques for control, optimization, prediction, security, design, and so on. Bio-Inspired Computational Algorithms and Their Applications is a compendium that addresses this need. It integrates contrasting techniques of genetic algorithms, artificial immune systems, particle swarm optimization, and hybrid models to solve many real-world problems. The works presented in this book give insights into the creation of innovative improvements over algorithm performance, potential applications on various practical tasks, and combination of different techniques. The book provides a reference to researchers, practitioners, and students in both artificial intelligence and engineering communities, forming a foundation for the development of the field.

Bio Inspired Computing Theories and Applications

Bio Inspired Computing  Theories and Applications Book
Author : Linqiang Pan,Shangchen Pang,Tao Song,Faming Gong
Publisher : Springer Nature
Release : 2021-05-02
ISBN : 9811613540
Language : En, Es, Fr & De

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Book Description :

This volume constitutes the revised selected papers of the 15th International Conference on Bio-inspired Computing: Theories and Applications, BIC-TA 2020, held in Qingdao, China, in October 2020. The 43 full papers presented in both volumes were selected from 109 submissions. The papers are organized according to the topical headings: evolutionary computation and swarm intelligence; neural networks and machine learning; DNA computing and membrane computing.

Proceedings of Seventh International Conference on Bio Inspired Computing Theories and Applications BIC TA 2012

Proceedings of Seventh International Conference on Bio Inspired Computing  Theories and Applications  BIC TA 2012  Book
Author : Jagdish C. Bansal,Pramod Singh,Kusum Deep,Millie Pant,Atulya K. Nagar
Publisher : Springer Science & Business Media
Release : 2012-12-04
ISBN : 8132210387
Language : En, Es, Fr & De

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Book Description :

The book is a collection of high quality peer reviewed research papers presented in Seventh International Conference on Bio-Inspired Computing (BIC-TA 2012) held at ABV-IIITM Gwalior, India. These research papers provide the latest developments in the broad area of "Computational Intelligence". The book discusses wide variety of industrial, engineering and scientific applications of nature/bio-inspired computing and presents invited papers from the inventors/originators of novel computational techniques.

Innovations in Bio Inspired Computing and Applications

Innovations in Bio Inspired Computing and Applications Book
Author : Václav Snášel,Ajit Abraham,Pavel Krömer,Millie Pant,Azah Kamilah Muda
Publisher : Springer
Release : 2015-12-14
ISBN : 3319280317
Language : En, Es, Fr & De

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Book Description :

This Volume contains the papers presented during the 6th International Conference on Innovations in Bio-Inspired Computing and Applications IBICA 2015 which was held in Kochi, India during December 16-18, 2015. The 51 papers presented in this Volume were carefully reviewed and selected. The 6th International Conference IBICA 2015 has been organized to discuss the state-of-the-art as well as to address various issues in the growing research field of Bio-inspired Computing which is currently one of the most exciting research areas, and is continuously demonstrating exceptional strength in solving complex real life problems. The Volume will be a valuable reference to researchers, students and practitioners in the computational intelligence field..

Proceedings of the Fifth International Conference on Innovations in Bio Inspired Computing and Applications IBICA 2014

Proceedings of the Fifth International Conference on Innovations in Bio Inspired Computing and Applications IBICA 2014 Book
Author : Pavel Kömer,Ajith Abraham,Václav Snášel
Publisher : Springer
Release : 2014-06-13
ISBN : 331908156X
Language : En, Es, Fr & De

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Book Description :

This volume of Advances in Intelligent Systems and Computing contains accepted papers presented at IBICA2014, the 5th International Conference on Innovations in Bio-inspired Computing and Applications. The aim of IBICA 2014 was to provide a platform for world research leaders and practitioners, to discuss the full spectrum of current theoretical developments, emerging technologies, and innovative applications of Bio-inspired Computing. Bio-inspired Computing remains to be one of the most exciting research areas, and it is continuously demonstrating exceptional strength in solving complex real life problems. The main driving force of the conference was to further explore the intriguing potential of Bio-inspired Computing. IBICA 2014 was held in Ostrava, Czech Republic and hosted by the VSB - Technical University of Ostrava.

Bio Inspired Computational Intelligence and Applications

Bio Inspired Computational Intelligence and Applications Book
Author : Dr. Kang Li,Minrui Fei,George W. Irwin,Shiwei Ma
Publisher : Springer Science & Business Media
Release : 2007-08-28
ISBN : 9783540747680
Language : En, Es, Fr & De

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Book Description :

This book is part of a two-volume work that constitutes the refereed proceedings of the International Conference on Life System Modeling and Simulation, LSMS 2007, held in Shanghai, China, September 2007. Coverage includes advanced neural network theory, advanced evolutionary computing theory, ant colonies and particle swarm optimization, intelligent modeling, monitoring, and control of complex nonlinear systems, as well as biomedical signal processing, imaging and visualization.

Bio Inspired Algorithms in PID Controller Optimization

Bio Inspired Algorithms in PID Controller Optimization Book
Author : Jagatheesan Kallannan,Anand Baskaran,Nilanjan Dey,Amira S. Ashour
Publisher : CRC Press
Release : 2018-06-12
ISBN : 0429943385
Language : En, Es, Fr & De

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Book Description :

This book discusses in-depth role of optimization to optimize the controller parameters with reference to bio-inspired algorithms. Comparative studies to evaluate the performance of different optimization techniques in terms of the settling time, overshoot and undershoot responses of the frequency deviations, tie-line power flow deviations, and the area control error are included, supported by examples. The book also includes different scenarios of the load frequency controller for single area as well as multi-area thermal power generating unit considering different algorithms. Key Features: Highlights the importance of tuning the power system controller parameters with emphasis on bio-inspiration algorithms Provides some applied applications/examples of the thermal power system Focusses on power system applications based on the optimization algorithms with different single area and multi-area thermal power systems Reports different cases on the interconnected power systems with providing optimal performance by optimizing the controller’s parameters