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Reflexion und Subversion: Selbstbeobachtung der Gesellschaft in Twitter und den Massenmedien (ars digitalis)
Par Samuel Breidenbach. 2022
Die ehemals den Massenmedien vorbehaltene Funktion, die Gesellschaft zu reflektieren und diese gesellschaftlichen Selbstbeschreibungen auch gesellschaftsweit bekannt zu machen, kann…
heute auch von Social-Media-Plattformen erfüllt werden, wenn die Nutzer*innen dort die Gesellschaft beschreiben und diese Beiträge massenhaft verbreitet werden. Gleichzeitig unterscheiden sich die in den Social Media verbreiteten Gesellschaftsbeschreibungen enorm von jenen herkömmlicher Massenmedien – nicht zuletzt aufgrund der technischen Infrastrukturen der Plattformen. Aus Perspektive der sozialen Systemtheorie werden am Beispiel von Twitter Gemeinsamkeiten und Differenzen zwischen diesen beiden Formen gesellschaftlicher Selbstreflexion herausgearbeitet. Vor allem aber soll die Analyse die grundsätzlich divergenten Wirkungen aufzeigen, welche die (Selbst-)Reflexion der Gesellschaft nach sich ziehen kann, wenn diese einerseits gesellschaftliche Komplexität als einheitliche Realität greifbar macht und damit der Selbstvergewisserung dient, andererseits genauso die Kritik und das Hinterfragen des Bestehenden erlaubt.This book constitutes the proceedings of the 16th International Conference on Theoretical Aspects of Software Engineering, TASE 2022, held in…
Cluj-Napoca, Romania, July 2022. The 21 full regular papers presented together with 5 short papers in this book were carefully reviewed and selected from 71 submissions. The topics of the papers covering various fields in software engineering and the latest developments in in formal and theoretical software engineering methods and techniques.Electronic Systems and Intelligent Computing: Proceedings of ESIC 2021 (Lecture Notes in Electrical Engineering #860)
Par Prasant Kumar Pattnaik, Akash Kumar Bhoi, Pradeep Kumar Mallick, Alfonso González-Briones. 2022
This book is a compilation of contributed research work from International Conference on Electronic Systems and Intelligent Computing (ESIC 2021)…
and covers the areas of electronics, communication, electrical and computing. This book is specifically targeted to the students, research scholars and academician from the background of electronics, communication, electrical and computer science. Advances in electronics, communication, electrical and computing cover the different approaches and techniques for specific applications using particle swarm optimization, Otsu’s function and harmony search optimization algorithm, DNA-NAND gate, triple gate SOI MOSFET, micro-Raman and FTIR analysis, high-k dielectric gate oxide, spectrum sensing in cognitive radio, microstrip antenna, GPR with conducting surfaces, energy-efficient packet routing, iBGP route reflectors, circularly polarized antenna, double fork-shaped patch radiator, implementation of Doppler radar at 24 GHz, iris image classification using SVM, digital image forgery detection, secure communication, spoken dialog system and DFT-DCT spreading strategies.Intelligent Healthcare: Infrastructure, Algorithms and Management
Par Chinmay Chakraborty, Mohammad R. Khosravi. 2022
The book Intelligent Healthcare: Infrastructure, Algorithms, and Management® cover a wide range of research topics on innovative intelligent healthcare solutions and advancements…
with the latest research developments. Data analytics are relevant for healthcare to meet many technical challenges and issues that need to be addressed to realize this potential. The advanced healthcare systems have to be upgraded with new capabilities such as data analytics, machine learning, intelligent decision making, and more professional services. The Internet of Things helps to design and develop intelligent healthcare solutions assisted by security, data analytics, and machine learning.This book will provide federated learning, Data-driven infrastructure design, analytical approaches, and technological solutions with case studies for smart healthcare. This book aims to attract works on multidisciplinary research spanning across computer science and engineering, environmental studies, services, urban planning and development, Healthcare, social sciences, and industrial engineering on technologies, case studies, novel approaches, and visionary ideas related to data-driven innovative learning and computing solutions and big medical data-powered applications to cope with the real-world challenges for building smart healthcare sectors.Main Features:Ø Immersive technologies in healthcareØ Internet of medical thingsØ Federated learning algorithmsØ Explainable AI in Pervasive HealthcareØ New management principles using biomedical dataØ Secured healthcare management systemsThis book aims to set up a better understanding of data scientists, researchers, and technologists under innovative digital health. The reader can find out existing research challenges, current market trends, and low-cost technologies to smoothly address the digital health issue.Data Deduplication for High Performance Storage System
Par Dan Feng. 2022
This book comprehensively introduces data deduplication technologies for storage systems. It first presents the overview of data deduplication including its…
theoretical basis, basic workflow, application scenarios and its key technologies, and then the book focuses on each key technology of the deduplication to provide an insight into the evolution of the technology over the years including chunking algorithms, indexing schemes, fragmentation reduced schemes, rewriting algorithm and security solution. In particular, the state-of-the-art solutions and the newly proposed solutions are both elaborated. At the end of the book, the author discusses the fundamental trade-offs in each of deduplication design choices and propose an open-source deduplication prototype. The book with its fundamental theories and complete survey can guide the beginners, students and practitioners working on data deduplication in storage system. It also provides a compact reference in the perspective of key data deduplication technologies for those researchers in developing high performance storage solutions.Soft Computing: Proceedings of SoCTA 2021 (Lecture Notes in Networks and Systems #425)
Par Rajesh Kumar, Tarun K. Sharma, Om Prakash Verma, Chang Wook Ahn, Anand Agarwal. 2022
This book focuses on soft computing and how it can be applied to solve real-world problems arising in various domains,…
ranging from medicine and healthcare, to supply chain management, image processing, and cryptanalysis. It gathers high-quality papers presented at the International Conference on Soft Computing: Theories and Applications (SoCTA 2021), organized online. The book offers valuable insights into soft computing for teachers and researchers alike; the book will inspire further research in this dynamic field.HCI International 2022 Posters: 24th International Conference on Human-Computer Interaction, HCII 2022, Virtual Event, June 26 – July 1, 2022, Proceedings, Part IV (Communications in Computer and Information Science #1583)
Par Margherita Antona, Constantine Stephanidis, Stavroula Ntoa. 2022
The four-volume set CCIS 1580, CCIS 1581, CCIS 1582, and CCIS 1583 contains the extended abstracts of the posters presented…
during the 24th International Conference on Human-Computer Interaction, HCII 2022, which was held virtually in June - July 2022. The total of 1276 papers and 275 posters included in the 40 HCII 2021 proceedings volumes was carefully reviewed and selected from 5583 submissions.The posters presented in these four volumes are organized in topical sections as follows: Part I: user experience design and evaluation; visual design and visualization; data, information and knowledge; interacting with AI; universal access, accessibility and design for aging. Part II: multimodal and natural interaction; perception, cognition, emotion and psychophysiological monitoring; human motion modelling and monitoring; IoT and intelligent living environments. Part III: learning technologies; HCI, cultural heritage and art; eGovernment and eBusiness; digital commerce and the customer experience; social media and the metaverse. Part IV: virtual and augmented reality; autonomous vehicles and urban mobility; product and robot design; HCI and wellbeing; HCI and cybersecurity.Reinforcement Learning with Hybrid Quantum Approximation in the NISQ Context
Par Leonhard Kunczik. 2022
This book explores the combination of Reinforcement Learning and Quantum Computing in the light of complex attacker-defender scenarios. Reinforcement Learning…
has proven its capabilities in different challenging optimization problems and is now an established method in Operations Research. However, complex attacker-defender scenarios have several characteristics that challenge Reinforcement Learning algorithms, requiring enormous computational power to obtain the optimal solution. The upcoming field of Quantum Computing is a promising path for solving computationally complex problems. Therefore, this work explores a hybrid quantum approach to policy gradient methods in Reinforcement Learning. It proposes a novel quantum REINFORCE algorithm that enhances its classical counterpart by Quantum Variational Circuits. The new algorithm is compared to classical algorithms regarding the convergence speed and memory usage on several attacker-defender scenarios with increasing complexity. In addition, to study its applicability on today's NISQ hardware, the algorithm is evaluated on IBM's quantum computers, which is accompanied by an in-depth analysis of the advantages of Quantum Reinforcement Learning.Neuromorphic Computing Principles and Organization
Par Abderazek Ben Abdallah, Khanh N. Dang. 2022
This book focuses on neuromorphic computing principles and organization and how to build fault-tolerant scalable hardware for large and medium…
scale spiking neural networks with learning capabilities. In addition, the book describes in a comprehensive way the organization and how to design a spike-based neuromorphic system to perform network of spiking neurons communication, computing, and adaptive learning for emerging AI applications. The book begins with an overview of neuromorphic computing systems and explores the fundamental concepts of artificial neural networks. Next, we discuss artificial neurons and how they have evolved in their representation of biological neuronal dynamics. Afterward, we discuss implementing these neural networks in neuron models, storage technologies, inter-neuron communication networks, learning, and various design approaches. Then, comes the fundamental design principle to build an efficient neuromorphic system in hardware. The challenges that need to be solved toward building a spiking neural network architecture with many synapses are discussed. Learning in neuromorphic computing systems and the major emerging memory technologies that promise neuromorphic computing are then given.A particular chapter of this book is dedicated to the circuits and architectures used for communication in neuromorphic systems. In particular, the Network-on-Chip fabric is introduced for receiving and transmitting spikes following the Address Event Representation (AER) protocol and the memory accessing method. In addition, the interconnect design principle is covered to help understand the overall concept of on-chip and off-chip communication. Advanced on-chip interconnect technologies, including si-photonic three-dimensional interconnects and fault-tolerant routing algorithms, are also given. The book also covers the main threats of reliability and discusses several recovery methods for multicore neuromorphic systems. This is important for reliable processing in several embedded neuromorphic applications. A reconfigurable design approach that supports multiple target applications via dynamic reconfigurability, network topology independence, and network expandability is also described in the subsequent chapters. The book ends with a case study about a real hardware-software design of a reliable three-dimensional digital neuromorphic processor geared explicitly toward the 3D-ICs biological brain’s three-dimensional structure. The platform enables high integration density and slight spike delay of spiking networks and features a scalable design. We present methods for fault detection and recovery in a neuromorphic system as well.Neuromorphic Computing Principles and Organization is an excellent resource for researchers, scientists, graduate students, and hardware-software engineers dealing with the ever-increasing demands on fault-tolerance, scalability, and low power consumption. It is also an excellent resource for teaching advanced undergraduate and graduate students about the fundamentals concepts, organization, and actual hardware-software design of reliable neuromorphic systems with learning and fault-tolerance capabilities.Representations of Poverty in Videogames
Par Adam Crowley. 2022
This book argues that videogames address contemporary, middle-class anxieties about poverty in the United States. The early chapters consider gaming as…
a modern form of slumming and explore the ways in which titles like The Elder Scrolls V: Skyrim and World of Warcraft thematize poverty. The argument turns to the field of literary studies to identify analytical frameworks for addressing and understanding these themes. Throughout, the book considers how the academic area of inquiry known as game studies has developed over time, and makes use of such scholarship to present, frame, and value its major claims and findings. In its conclusion, the book models how poverty themes might be identified and associated for the purpose of gaining greater insights into how games can shape, and also be shaped by, the player’s economic expectations.Hands-On Visual Studio 2022: A developer's guide to exploring new features and best practices in VS2022 for maximum productivity
Par Miguel Angel Garcia, Hector Uriel Rojas. 2022
Learn to design, develop, debug, and deploy technologies by harnessing the full power of Visual Studio 2022 by discovering its…
new features and exclusive techniquesKey FeaturesDiscover solutions to common problems faced while using Visual Studio 2022Explore tips, tricks, and best practices and discover ways to overcome source-code challengesDeep dive into Visual Studio's new features and unleash its potential to enhance your coding journeyBook DescriptionVisual Studio 2022 is the complete and ideal integrated development environment (IDE) for creating large, complex, and scalable applications. It is one of the most complete tools available for development, especially with Microsoft technologies.This book will teach you how to take advantage of the tools available with this IDE to write clean code faster. You'll begin by learning how to set up and start Visual Studio 2022 and how to use all the tools provided by this IDE. You will then explore key combinations, tips, and additional utilities that can help you to code faster and review your code constantly. Next, you will see how to compile, debug, and inspect your project to analyze its current behavior using Visual Studio. The book also shows you how to insert reusable blocks of code writing simple statements. Later, you will learn about visual aids and artificial intelligence that will help you improve productivity and understand what is going on in the project.By the end of this book, you will be able to set up your development environment using Visual Studio 2022, personalize the tools and layout, and use shortcuts and extensions to improve your productivity.What you will learnUnderstand what's new in Visual Studio 2022Discover the various code tools to improve productivityExplore the benefits of using .NET 6 in Visual Studio 2022Perform compilation, debugging, and version control comfortablyBecome well-versed with various shortcuts, tricks, tips, and tools to improve productivity within Visual Studio 2022Implement remote and collaborative work with Visual Studio 2022Who this book is forThis book is for .NET software developers focusing on web development and web developers who want to learn about the new features, tools, and features available in Visual Studio 2022. Basic knowledge of HTML, CSS, and JavaScript or frameworks such as React and Angular is assumed.Moodle 4 E-Learning Course Development: The definitive guide to creating great courses in Moodle 4.0 using instructional design principles, 5th Edition
Par Susan Smith Nash, William Rice. 2022
Leverage Moodle 4.0's improved UX features and new tools to create effective courses in today's competitive world of online learning,…
including blended live and on-demand deliveryKey FeaturesDesign courses that are easy to navigate and have easy-to-use productivity toolsEffectively incorporate text, audio, video, and graphics that are ADA compliant and meet the needs of all kinds of learnersBuild the best assessment tools for your learning objectivesBook DescriptionMoodle 4.0 maintains its flexible, powerful, and easy-to-use platform while adding impressive new features to enhance the user experience for student success.This updated edition addresses the opportunities that come with a major update in Moodle 4.0. You'll learn how to determine the best way to use the Moodle platform's new features and configure your courses to align with your overall goals, vision, and even accreditation review needs. You'll discover how to plan an effective course with the best mix of resources and engaging assessments that really show what the learner has accomplished, and also keep them engaged and interested. This book will show you how to ensure that your students enjoy their collaborations and truly learn from each other. You'll get a handle on generating reports and monitoring exactly how the courses are going and what to do to get them back on track. While doing this, you can use Moodle 4.0's new navigation features to help keep students from getting “lost.” Finally, you'll be able to incorporate functionality boosters and accommodate the changing needs and goals of our evolving world.By the end of this Moodle book, you'll be able to build and deploy your educational program to align with learning objectives and include an entire array of course content.What you will learnBuild courses that emphasize the achievement of learning objectivesWrite a variety of effective quizzes that can be taken online and offlineMake the most of the navigation and user experience improvements made to Moodle 4.0Build courses that reflect current interactive teaching practices, including hybrid learning with web conferencingOptimize all kinds of content – text, graphics, audio, video, and recorded webcastsEncourage student engagement and collaborationIncorporate functionality builders for more responsive and adaptive learningWho this book is forThis book is for novice as well as experienced course developers who want to incorporate Moodle 4.0's powerful features and make life easier for students, instructors, and administrators. The powerful and flexible Moodle platform will also help with accreditation and for deploying across devices to people in diverse situations.UiPath Associate Certification Guide: The go-to guide to passing the Associate certification exam with the help of mock tests and quizzes
Par Niyaz Ahmed, Lahiru Fernando, Rajaneesh Balakrishnan. 2022
A practical syllabus-based UiPath Associate certification guide to confidently passing your UiPath RPA Associate certification examination, covering real-world business cases,…
mock tests, and moreKey FeaturesGet certified successfully with this detailed syllabus-oriented examination guideWork with real-world business cases that will help you grasp RPA topics better using practical examplesPractice with quizzes and mock exam papers with answers to prepare for the exam confidentlyBook DescriptionUiPath is the most popular vendor in the Robotic Process Automation (RPA) industry. If you're an RPA enthusiast or citizen developer who wants to succeed in the industry, achieving this certification can help you get accredited and ready for real-world challenges using UiPath.UiPath Associate Certification Guide offers complete, up-to-date coverage of the UiPath RPA Associate certification exam to help you pass on the first attempt and get certified. The book is written in a clear, succinct way with self-assessment questions, quizzes with answers at the end of each chapter, exam tips, and mock exams with detailed answers and explanations. You'll start by getting to grips with the basic concepts of UiPath RPA, and then progress to an in-depth discussion of all the concepts required for Associate certification. Finally, you'll develop UiPath skills by gaining the required knowledge and implement these skills using sample business cases.By the end of this UiPath book, you'll have covered everything you need to pass the exam, gained the knowledge you need to work on real-world case studies, and learned how to apply the various concepts to build enterprise-level use cases.What you will learnGet to grips with the basic concepts of UiPath RPAEquip yourself with every resource required to pass the Associate exam on the first attemptGain the ability to apply what you've learned using real-world use casesWork on different use cases and test your knowledge by taking quizzesGet a feel for the real exam with practice questions and mock examsUnderstand the concepts used in building enterprise-level use casesWho this book is forThis RPA book is for those in technical and semi-technical roles such as citizen RPA developers, junior RPA developers, RPA developers, solution architects, business analysts, system administrators, college or university students and graduates, and UiPath and partner employees in pre-sales, services, support, and so on. If you are looking to get certified and meet the industry standard with the largest RPA vendor, then this book is for you.Build your own designs using vector shapes and apply design principles when creating projects in Adobe Illustrator with the help…
of this full-color guideKey FeaturesApply industry trends and methods and move from concept to completion of designsManipulate tools within the software to make your creative process smootherMaster the technique of using tools such as the Shaper Tool, Shape Builder Tool, and the Live Paint BucketBook DescriptionAdobe Illustrator is a vector-based art tool for visual creatives. It is an industry-standard tool that helps you take a design from concept to completion, including the process of peer collaboration and client feedback.Complete with step-by-step explanations of essential concepts and practical examples, you'll begin to build confidence as you master the methods of successful illustrators in the industry by exploring crucial tools and techniques of Adobe Illustrator. You'll learn how to create objects using different tools and methods while assigning varied attributes and appearances. Throughout the book, you'll strengthen your skills in developing structures for maintaining organization as your illustration grows.By the end of this Adobe Illustrator book, you'll have gained the confidence you need to not only create content in the desired format and for the right audience but also build eye-catching vector art based on solid design principles.What you will learnMaster a wide variety of methods for developing objectsControl files using layers and groupsEnhance content using data-supported infographicsUse multiple artboards for better efficiency and asset managementUnderstand the use of layers and objects in IllustratorBuild professional systems for final presentation to clientsWho this book is forThis book is for creative illustrators with basic to intermediate-level experience with vector-based software who want to take their existing skills to the next level. Prior knowledge of vector-based illustration concepts will help you get the most out of this Adobe Illustrator software book and produce impressive results.Explore the world of Rocket-fueled web application development and the power of the Rust programming languageKey FeaturesDiscover solutions to the…
common problems faced while creating web applications with RocketLearn everything about Rust, from structs and crates to generics and debuggingCombine Rust and Rocket to create, test, and deploy a full-featured web appBook DescriptionLooking for a fast, powerful, and intuitive framework to build web applications? This Rust book will help you kickstart your web development journey and take your Rust programming skills to the next level as you uncover the power of Rocket - a fast, flexible, and fun framework powered by Rust.Rust Web Development with Rocket wastes no time in getting you up to speed with what Rust is and how to use it. You'll discover what makes it so productive and reliable, eventually mastering all of the concepts you need to play with the Rocket framework while developing a wide set of web development skills. Throughout this book, you'll be able to walk through a hands-on project, covering everything that goes into making advanced web applications, and get to grips with the ins and outs of Rocket development, including error handling, Rust vectors, and wrappers. You'll also learn how to use synchronous and asynchronous programming to improve application performance and make processing user content easy.By the end of the book, you'll have answers to all your questions about creating a web application using the Rust language and the Rocket web framework.What you will learnMaster the basics of Rust, such as its syntax, packages, and toolsGet to grips with Rocket's tooling and ecosystemExtend your Rocket applications using Rust and third-party librariesCreate a full-fledged web app with Rocket that handles user contentWrite pattern-matching logic and handle Rust object lifetimesUse APIs and async programming to make your apps secure and reliableTest your Rocket application and deploy it to productionContainerize and scale your applications for maximum efficiencyWho this book is forThis web development book is for software engineers who want to learn how to use the Rocket framework to build web applications. Although not mandatory, basic knowledge of the Rust programming language will help you understand the topics covered easily.Advances in Robot Kinematics 2022 (Springer Proceedings in Advanced Robotics #24)
Par Oscar Altuzarra, Andrés Kecskeméthy. 2022
This book reports on the latest scientific achievements on robot kinematics provided by the prominent researchers participating in the 18th…
International Symposium on Advances in Robot Kinematics ARK2022, organized in the University of the Basque Country, Bilbao, Spain. It is of interest to researchers wanting to know more about the latest topics and methods in the fields of the kinematics, control and design of robotic systems. The book brings together 53 peer-reviewed papers. These cover the full range of robotic systems, including serial, parallel, flexible mechanisms, and cable-driven manipulators, and tackle problems such as: kinematic analysis of robots, robot modelling and simulation, theories and methods in kinematics, singularity analysis, kinematic problems in parallel robots, redundant robots, cable robots, kinematics in biological systems, flexible parallel manipulators, humanoid robots and humanoid subsystems.Advanced Virtual Environments and Education: Third International Workshop, WAVE 2021, Fortaleza, Brazil, March 21–24, 2021, Revised Selected Papers (Communications in Computer and Information Science #1425)
Par Tiago T. Primo, Alex S. Gomes, Fernando Moreira, César Collazos. 2022
This volume revised versions of the selected papers presented during the Third International Workshop on Advanced Virtual Environments and Education, WAVE 2021, held…
in Fortaleza, Brazil, in March 2021. The 7 full papers and 4 short papers presented were thoroughly reviewed and selected from the 27 submissions. The papers are organized in the following topical sections: learning scenarios and grouping methods; applications and scenarios, phigital, CS education and assessment; human computer interfaces for education, study cases for accessibility and wellbeing.Blockchain for Smart Systems: Computing Technologies and Applications (Chapman & Hall/CRC Blockchain for Smart and Green Society)
Par Latesh Malik, Sandhya Arora, Urmila Shrawankar, Vivek Deshpande. 2022
Blockchain technology has been penetrating every aspect of Information and Communications Technology (ICT), and its use has been growing rapidly…
in recent years. The interest and development of this technology has primarily been driven by the enormous value growth of cryptocurrencies and large investments of venture capital in blockchain start-ups. Blockchain for Smart Systems: Computing Technologies and Applications is intended to clarify and define, in simple terms, the technology behind blockchain. It provides a deep dive into the core fundamentals of blockchain: hashing algorithm behind each block, distributed technology, smart contracts, and private vs. public blockchain. Features Discusses fundamental theories of practical and sophisticated applications of blockchain technology Includes case studies Discusses the concepts with illustrations, appropriate figures, tables, and simple language This book is primarily aimed at undergraduates, graduates, research scholars, academicians, and industry and technology enthusiasts working in various aspects of blockchain technology.Data Science and Security: Proceedings of IDSCS 2022 (Lecture Notes in Networks and Systems #462)
Par Xiao-Zhi Gao, Samiksha Shukla, Joseph Varghese Kureethara, Durgesh Mishra. 2022
This book presents best selected papers presented at the International Conference on Data Science for Computational Security (IDSCS 2022), organized…
by the Department of Data Science, CHRIST (Deemed to be University), Pune Lavasa Campus, India, during 11 – 12 February 2022. The book proposes new technologies and discusses future solutions and applications of data science, data analytics and security. The book targets current research works in the areas of data science, data security, data analytics, artificial intelligence, machine learning, computer vision, algorithms design, computer networking, data mining, big data, text mining, knowledge representation, soft computing and cloud computing.3D Imaging—Multidimensional Signal Processing and Deep Learning: 3D Images, Graphics and Information Technologies, Volume 1 (Smart Innovation, Systems and Technologies #297)
Par Lakhmi C. Jain, Roumen Kountchev, Yonghang Tai, Roumiana Kountcheva. 2022
This book gathers selected papers presented at the conference “Advances in 3D Image and Graphics Representation, Analysis, Computing and Information…
Technology,” one of the first initiatives devoted to the problems of 3D imaging in all contemporary scientific and application areas. The two volumes of the book cover wide area of the aspects of the contemporary multidimensional imaging and outline the related future trends from data acquisition to real-world applications based on new techniques and theoretical approaches. This volume contains papers devoted to the theoretical representation and analysis of the 3D images. The related topics included are 3D image transformation, 3D tensor image representation, 3D content generation technologies, 3D graphic information processing, VR content generation technologies, multi-dimensional image processing, dynamic and auxiliary 3D displays, VR/AR/MR device, VR camera technologies, 3D imaging technologies and applications, 3D computer vision, 3D video communications, 3D medical images processing and analysis, 3D remote sensing images and systems, deep learning for image restoration and recognition, neural networks for MD image processing, etc.