Biologically Rationalized Computing Techniques For Image Processing Applications

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Biologically Rationalized Computing Techniques For Image Processing Applications

Jude Hemanth,Valentina Emilia Balas
Biologically Rationalized Computing Techniques For Image Processing Applications Book PDF

Author : Jude Hemanth,Valentina Emilia Balas
Publisher : Springer
Page : 337 pages
File Size : 55,8 Mb
Release : 2017-08-15
Category : Technology & Engineering
ISBN : 9783319613161

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Biologically Rationalized Computing Techniques For Image Processing Applications by Jude Hemanth,Valentina Emilia Balas Pdf

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.

Computational Intelligence Methods for Super-Resolution in Image Processing Applications

Anand Deshpande,Vania V. Estrela,Navid Razmjooy
Computational Intelligence Methods for Super Resolution in Image Processing Applications Book PDF

Author : Anand Deshpande,Vania V. Estrela,Navid Razmjooy
Publisher : Springer Nature
Page : 308 pages
File Size : 49,6 Mb
Release : 2021-05-28
Category : Technology & Engineering
ISBN : 9783030679217

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Computational Intelligence Methods for Super-Resolution in Image Processing Applications by Anand Deshpande,Vania V. Estrela,Navid Razmjooy Pdf

This book explores the application of deep learning techniques within a particularly difficult computational type of computer vision (CV) problem ─ super-resolution (SR). The authors present and discuss ways to apply computational intelligence (CI) methods to SR. The volume also explores the possibility of using different kinds of CV techniques to develop and enhance the tools/processes related to SR. The application areas covered include biomedical engineering, healthcare applications, medicine, histology, and material science. The book will be a valuable reference for anyone concerned with multiple multimodal images, especially professionals working in remote sensing, nanotechnology and immunology at research institutes, healthcare facilities, biotechnology institutions, agribusiness services, veterinary facilities, and universities.

Applications of Image Processing and Soft Computing Systems in Agriculture

Razmjooy, Navid,Estrela, Vania Vieira
Applications of Image Processing and Soft Computing Systems in Agriculture Book PDF

Author : Razmjooy, Navid,Estrela, Vania Vieira
Publisher : IGI Global
Page : 337 pages
File Size : 48,7 Mb
Release : 2019-02-22
Category : Technology & Engineering
ISBN : 9781522580287

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Applications of Image Processing and Soft Computing Systems in Agriculture by Razmjooy, Navid,Estrela, Vania Vieira Pdf

The variety and abundance of qualitative characteristics of agricultural products have been the main reasons for the development of different types of non-destructive methods (NDTs). Quality control of these products is one of the most important tasks in manufacturing processes. The use of control and automation has become more widespread, and new approaches provide opportunities for production competition through new technologies. Applications of Image Processing and Soft Computing Systems in Agriculture examines applications of artificial intelligence in agriculture and the main uses of shape analysis on agricultural products such as relationships between form and genetics, adaptation, product characteristics, and product sorting. Additionally, it provides insights developed through computer vision techniques. Highlighting such topics as deep learning, agribusiness, and augmented reality, it is designed for academicians, researchers, agricultural practitioners, and industry professionals.

The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018)

Aboul Ella Hassanien,Mohamed F. Tolba,Mohamed Elhoseny,Mohamed Mostafa
The International Conference on Advanced Machine Learning Technologies and Applications AMLTA2018 Book PDF

Author : Aboul Ella Hassanien,Mohamed F. Tolba,Mohamed Elhoseny,Mohamed Mostafa
Publisher : Springer
Page : 717 pages
File Size : 42,6 Mb
Release : 2018-01-25
Category : Technology & Engineering
ISBN : 9783319746906

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The International Conference on Advanced Machine Learning Technologies and Applications (AMLTA2018) by Aboul Ella Hassanien,Mohamed F. Tolba,Mohamed Elhoseny,Mohamed Mostafa Pdf

This book presents the refereed proceedings of the third International Conference on Advanced Machine Learning Technologies and Applications, AMLTA 2018, held in Cairo, Egypt, on February 22–24, 2018, and organized by the Scientific Research Group in Egypt (SRGE). The papers cover current research in machine learning, big data, Internet of Things, biomedical engineering, fuzzy logic, security, and intelligence swarms and optimization.

Smart Computer Vision

B. Vinoth Kumar,P. Sivakumar,B. Surendiran,Junhua Ding
Smart Computer Vision Book PDF

Author : B. Vinoth Kumar,P. Sivakumar,B. Surendiran,Junhua Ding
Publisher : Springer Nature
Page : 359 pages
File Size : 41,9 Mb
Release : 2023-02-27
Category : Technology & Engineering
ISBN : 9783031205415

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Smart Computer Vision by B. Vinoth Kumar,P. Sivakumar,B. Surendiran,Junhua Ding Pdf

This book addresses and disseminates research and development in the applications of intelligent techniques for computer vision, the field that works on enabling computers to see, identify, and process images in the same way that human vision does, and then providing appropriate output. The book provides contributions which include theory, case studies, and intelligent techniques pertaining to computer vision applications. The book helps readers grasp the essence of the recent advances in this complex field. The audience includes researchers, professionals, practitioners, and students from academia and industry who work in this interdisciplinary field. The authors aim to inspire future research both from theoretical and practical viewpoints to spur further advances in the field.

Swarm Intelligence and Evolutionary Algorithms in Healthcare and Drug Development

Sandeep Kumar,Anand Nayyar,Anand Paul
Swarm Intelligence and Evolutionary Algorithms in Healthcare and Drug Development Book PDF

Author : Sandeep Kumar,Anand Nayyar,Anand Paul
Publisher : CRC Press
Page : 121 pages
File Size : 47,5 Mb
Release : 2019-11-11
Category : Computers
ISBN : 9781000727036

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Swarm Intelligence and Evolutionary Algorithms in Healthcare and Drug Development by Sandeep Kumar,Anand Nayyar,Anand Paul Pdf

Healthcare sector is characterized by difficulty, dynamism and variety. In 21st century, healthcare domain is surrounded by tons of challenges in terms of Disease detection, prevention, high costs, skilled technicians and better infrastructure. In order to handle these challenges, Intelligent Healthcare management technologies are required to play an effective role in improvising patient’s life. Healthcare organizations also need to continuously discover useful and actionable knowledge to gain insight from tons of data for various purposes for saving lives, reducing medical operations errors, enhancing efficiency, reducing costs and making the whole world a healthy world. Applying Swarm Intelligence and Evolutionary Algorithms in Healthcare and Drug Development is essential nowadays. The objective of this book is to highlight various Swarm Intelligence and Evolutionary Algorithms techniques for various medical issues in terms of Cancer Diagnosis, Brain Tumor, Diabetic Retinopathy, Heart disease as well as drug design and development. The book will act as one-stop reference for readers to think and explore Swarm Intelligence and Evolutionary Algorithms seriously for real-time patient diagnosis, as the book provides solutions to various complex diseases found critical for medical practitioners to diagnose in real-world. Key Features: Highlights the importance and applications of Swarm Intelligence and Evolutionary Algorithms in Healthcare industry. Elaborates Swarm Intelligence and Evolutionary Algorithms for Cancer Detection. In-depth coverage of computational methodologies, approaches and techniques based on Swarm Intelligence and Evolutionary Algorithms for detecting Brain Tumour including deep learning to optimize brain tumor diagnosis. Provides a strong foundation for Diabetic Retinopathy detection using Swarm and Evolutionary algorithms. Focuses on applying Swarm Intelligence and Evolutionary Algorithms for Heart Disease detection and diagnosis. Comprehensively covers the role of Swarm Intelligence and Evolutionary Algorithms for Drug Design and Discovery. The book will play a significant role for Researchers, Medical Practitioners, Healthcare Professionals and Industrial Healthcare Research and Development wings to conduct advanced research in Healthcare using Swarm Intelligence and Evolutionary Algorithms techniques.

The 3rd International Conference on Artificial Intelligence and Computer Vision (AICV2023), March 5–7, 2023

Aboul Ella Hassanien,Abdelkrim Haqiq,Ahmad Taher Azar,KC Santosh,M. A. Jabbar,Adam Słowik,Parthasarathy Subashini
The 3rd International Conference on Artificial Intelligence and Computer Vision AICV2023 March 5 7 2023 Book PDF

Author : Aboul Ella Hassanien,Abdelkrim Haqiq,Ahmad Taher Azar,KC Santosh,M. A. Jabbar,Adam Słowik,Parthasarathy Subashini
Publisher : Springer Nature
Page : 616 pages
File Size : 44,6 Mb
Release : 2023-02-28
Category : Technology & Engineering
ISBN : 9783031277627

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The 3rd International Conference on Artificial Intelligence and Computer Vision (AICV2023), March 5–7, 2023 by Aboul Ella Hassanien,Abdelkrim Haqiq,Ahmad Taher Azar,KC Santosh,M. A. Jabbar,Adam Słowik,Parthasarathy Subashini Pdf

This book presents the proceedings of the 3rd International Conference on Artificial Intelligence and Computer Vision (AICV’2023) which will be held in Marrakesh, Morocco, during March 05–07, 2023. This international conference, which highlighted essential research and developments in the fields of artificial intelligence and computer visions, was organized by the computer, Networks, Mobility and Modeling Laboratory (IR2M), Faculty of Sciences and Techniques, Hassan First University, Settat, Morocco, the Scientific Research Group in Egypt (SRGE), Cairo University, and the Automated Systems & Soft Computing Lab (ASSCL), Prince Sultan University, Riyadh, Saudi Arabia. The book is divided into sections, covering the following topics: swarm-based optimization mining and data analysis, deep learning and applications, machine learning and applications, image processing and computer vision, sentiment analysis, and recommendation systems, and software-defined network and telecommunication.

Evolving Technologies for Computing, Communication and Smart World

Pradeep Kumar Singh,Arti Noor,Maheshkumar H. Kolekar,Sudeep Tanwar,Raj K. Bhatnagar,Shaweta Khanna
Evolving Technologies for Computing Communication and Smart World Book PDF

Author : Pradeep Kumar Singh,Arti Noor,Maheshkumar H. Kolekar,Sudeep Tanwar,Raj K. Bhatnagar,Shaweta Khanna
Publisher : Springer Nature
Page : 536 pages
File Size : 44,6 Mb
Release : 2020-11-25
Category : Technology & Engineering
ISBN : 9789811578045

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Evolving Technologies for Computing, Communication and Smart World by Pradeep Kumar Singh,Arti Noor,Maheshkumar H. Kolekar,Sudeep Tanwar,Raj K. Bhatnagar,Shaweta Khanna Pdf

This book presents best selected papers presented at the International Conference on Evolving Technologies for Computing, Communication and Smart World (ETCCS 2020) held on 31 January–1 February 2020 at C-DAC, Noida, India. It is co-organized by Southern Federal University, Russia; University of Jan Wyżykowski (UJW), Polkowice, Poland; and CSI, India. C-DAC, Noida received funding from MietY during the event. The technical services are supported through EasyChair, Turnitin, MailChimp and IAC Education. The book includes current research works in the areas of network and computing technologies, wireless networks and Internet of things (IoT), futuristic computing technologies, communication technologies, security and privacy.

Metaheuristics and Optimization in Computer and Electrical Engineering

Navid Razmjooy,Mohsen Ashourian,Zahra Foroozandeh
Metaheuristics and Optimization in Computer and Electrical Engineering Book PDF

Author : Navid Razmjooy,Mohsen Ashourian,Zahra Foroozandeh
Publisher : Springer Nature
Page : 311 pages
File Size : 40,9 Mb
Release : 2020-11-16
Category : Technology & Engineering
ISBN : 9783030566890

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Metaheuristics and Optimization in Computer and Electrical Engineering by Navid Razmjooy,Mohsen Ashourian,Zahra Foroozandeh Pdf

The use of artificial intelligence, especially in the field of optimization is increasing day by day. The purpose of this book is to explore the possibility of using different kinds of optimization algorithms to advance and enhance the tools used for computer and electrical engineering purposes.

Intelligent Healthcare Systems

Vania V. Estrela
Intelligent Healthcare Systems Book PDF

Author : Vania V. Estrela
Publisher : CRC Press
Page : 492 pages
File Size : 41,8 Mb
Release : 2023-08-04
Category : Computers
ISBN : 9781000954395

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Intelligent Healthcare Systems by Vania V. Estrela Pdf

The book sheds light on medical cyber-physical systems while addressing image processing, microscopy, security, biomedical imaging, automation, robotics, network layers’ issues, software design, and biometrics, among other areas. Hence, solving the dimensionality conundrum caused by the necessity to balance data acquisition, image modalities, different resolutions, dissimilar picture representations, subspace decompositions, compressed sensing, and communications constraints. Lighter computational implementations can circumvent the heavy computational burden of healthcare processing applications. Soft computing, metaheuristic, and deep learning ascend as potential solutions to efficient super-resolution deployment. The amount of multi-resolution and multi-modal images has been augmenting the need for more efficient and intelligent analyses, e.g., computer-aided diagnosis via computational intelligence techniques. This book consolidates the work on artificial intelligence methods and clever design paradigms for healthcare to foster research and implementations in many domains. It will serve researchers, technology professionals, academia, and students working in the area of the latest advances and upcoming technologies employing smart systems’ design practices and computational intelligence tactics for medical usage. The book explores deep learning practices within particularly difficult computational types of health problems. It aspires to provide an assortment of novel research works that focuses on the broad challenges of designing better healthcare services.

Intelligent Systems and Sustainable Computing

V. Sivakumar Reddy,V. Kamakshi Prasad,Jiacun Wang,Naga Mallikarjuna Rao Dasari
Intelligent Systems and Sustainable Computing Book PDF

Author : V. Sivakumar Reddy,V. Kamakshi Prasad,Jiacun Wang,Naga Mallikarjuna Rao Dasari
Publisher : Springer Nature
Page : 562 pages
File Size : 54,6 Mb
Release : 2023-11-03
Category : Technology & Engineering
ISBN : 9789819947171

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Intelligent Systems and Sustainable Computing by V. Sivakumar Reddy,V. Kamakshi Prasad,Jiacun Wang,Naga Mallikarjuna Rao Dasari Pdf

This book is a collection of best selected research papers presented at Second International Conference on Intelligent Systems and Sustainable Computing (ICISSC 2022), held in School of Engineering, Malla Reddy University, Hyderabad, India, during December 16–17, 2022. The book covers recent research in intelligent systems, intelligent business systems, soft computing, swarm intelligence, artificial intelligence and neural networks, data mining and data warehousing, cloud computing, distributed computing, big data analytics, Internet of things (IoT), machine learning, speech processing, sustainable high-performance systems, VLSI and embedded systems, image and video processing and signal processing and communication.

Intelligent Data Analysis for Biomedical Applications

Hemanth D. Jude,Deepak Gupta,Valentina Emilia Balas
Intelligent Data Analysis for Biomedical Applications Book PDF

Author : Hemanth D. Jude,Deepak Gupta,Valentina Emilia Balas
Publisher : Academic Press
Page : 294 pages
File Size : 40,7 Mb
Release : 2019-03-15
Category : Computers
ISBN : 9780128156438

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Intelligent Data Analysis for Biomedical Applications by Hemanth D. Jude,Deepak Gupta,Valentina Emilia Balas Pdf

Intelligent Data Analysis for Biomedical Applications: Challenges and Solutions presents specialized statistical, pattern recognition, machine learning, data abstraction and visualization tools for the analysis of data and discovery of mechanisms that create data. It provides computational methods and tools for intelligent data analysis, with an emphasis on problem-solving relating to automated data collection, such as computer-based patient records, data warehousing tools, intelligent alarming, effective and efficient monitoring, and more. This book provides useful references for educational institutions, industry professionals, researchers, scientists, engineers and practitioners interested in intelligent data analysis, knowledge discovery, and decision support in databases. Provides the methods and tools necessary for intelligent data analysis and gives solutions to problems resulting from automated data collection Contains an analysis of medical databases to provide diagnostic expert systems Addresses the integration of intelligent data analysis techniques within biomedical information systems

Data Science

Qurban A Memon,Shakeel Ahmed Khoja
Data Science Book PDF

Author : Qurban A Memon,Shakeel Ahmed Khoja
Publisher : CRC Press
Page : 345 pages
File Size : 42,7 Mb
Release : 2019-09-26
Category : Computers
ISBN : 9780429554353

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Data Science by Qurban A Memon,Shakeel Ahmed Khoja Pdf

The aim of this book is to provide an internationally respected collection of scientific research methods, technologies and applications in the area of data science. This book can prove useful to the researchers, professors, research students and practitioners as it reports novel research work on challenging topics in the area surrounding data science. In this book, some of the chapters are written in tutorial style concerning machine learning algorithms, data analysis, information design, infographics, relevant applications, etc. The book is structured as follows: • Part I: Data Science: Theory, Concepts, and Algorithms This part comprises five chapters on data Science theory, concepts, techniques and algorithms. • Part II: Data Design and Analysis This part comprises five chapters on data design and analysis. • Part III: Applications and New Trends in Data Science This part comprises four chapters on applications and new trends in data science.

Multi-faceted Deep Learning

Jenny Benois-Pineau,Akka Zemmari
Multi faceted Deep Learning Book PDF

Author : Jenny Benois-Pineau,Akka Zemmari
Publisher : Springer Nature
Page : 321 pages
File Size : 47,8 Mb
Release : 2021-10-20
Category : Computers
ISBN : 9783030744786

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Multi-faceted Deep Learning by Jenny Benois-Pineau,Akka Zemmari Pdf

This book covers a large set of methods in the field of Artificial Intelligence - Deep Learning applied to real-world problems. The fundamentals of the Deep Learning approach and different types of Deep Neural Networks (DNNs) are first summarized in this book, which offers a comprehensive preamble for further problem–oriented chapters. The most interesting and open problems of machine learning in the framework of Deep Learning are discussed in this book and solutions are proposed. This book illustrates how to implement the zero-shot learning with Deep Neural Network Classifiers, which require a large amount of training data. The lack of annotated training data naturally pushes the researchers to implement low supervision algorithms. Metric learning is a long-term research but in the framework of Deep Learning approaches, it gets freshness and originality. Fine-grained classification with a low inter-class variability is a difficult problem for any classification tasks. This book presents how it is solved, by using different modalities and attention mechanisms in 3D convolutional networks. Researchers focused on Machine Learning, Deep learning, Multimedia and Computer Vision will want to buy this book. Advanced level students studying computer science within these topic areas will also find this book useful.

Computer Networks, Big Data and IoT

A. Pasumpon Pandian,Xavier Fernando,Wang Haoxiang
Computer Networks Big Data and IoT Book PDF

Author : A. Pasumpon Pandian,Xavier Fernando,Wang Haoxiang
Publisher : Springer Nature
Page : 997 pages
File Size : 52,7 Mb
Release : 2022-05-21
Category : Technology & Engineering
ISBN : 9789811908989

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Computer Networks, Big Data and IoT by A. Pasumpon Pandian,Xavier Fernando,Wang Haoxiang Pdf

This book presents best selected research papers presented at the International Conference on Computer Networks, Big Data and IoT (ICCBI 2021), organized by Vaigai College Engineering, Madurai, Tamil Nadu, India, during December 9–10, 2021. The book covers original papers on computer networks, network protocols and wireless networks, data communication technologies and network security. The book is a valuable resource and reference for researchers, instructors, students, scientists, engineers, managers and industry practitioners in those important areas.