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Digital Twins for Wireless Networks: Overview, Architecture, and Challenges
by Muhammad Khalil Afzal Muhammad Naeem Waleed EjazThe sixth-generation (6G) communication systems are anticipated to provide network connectivity for an extensive range of use cases in a variety of emerging vertical industries. Consequently, a new set of challenging requirements and more stringent key performance indicators have to be considered, a novel architecture has to be designed, and unique enabling technologies shall be developed in order to fulfil the technical, regulatory, and business demands of the communication service customers. 6G networks are expected to offer even faster speeds, lower latency, and greater capacity compared to 5G networks, which will enable new applications and use cases that are currently not possible. Improved quality of life by enabling various applications (emerging Internet of everything applications) such as healthcare, brain-computer interactions, and extended reality is the main focus of future wireless services. Quality of experience, latency, and reliability are the key requirements of these applications. To meet these diverse requirements there is a need to assist wireless systems with unique technologies. Self-sustaining wireless systems (intelligence, seamless and ubiquitous connectivity) and proactive-online-learning-enables systems (Intelligent analytics) are two trends in future wireless systems. The digital twin technology is one of the most promising technologies that can be instrumental in realizing the technical and business objectives of 6G communication systems. A digital twin is a virtual imitation of a physical object or system. In a wireless system, a digital twin can be used to model and analyse the behaviour of the network and its components, such as antennas, transmitters, receivers, sensors, and other devices in wireless networks. One of the key benefits of using a digital twin for a wireless system is that it can help network operators and engineers to optimize the performance of the wireless network by simulating different scenarios and configurations. Other benefits include improve efficiency, cost saving, and enhanced security. In 6G networks, a digital twin could be used to simulate and optimize the performance. This could include simulating different network topologies, testing the performance of different network protocols and algorithms, and optimizing the placement of network infrastructure. To create a digital twin of a wireless network, a detailed model of the network and its components must be developed, based on real-world data and conditions. This model can then be used to simulate the behaviour of the network under different conditions and settings and to visualize the results in real time.
Digital Twins in Industrial Production and Smart Manufacturing: An Understanding of Principles, Enhancers, and Obstacles
by Seifedine Kadry Balamurugan Balusamy Ali Kashif Bashir Rajesh Kumar Dhanaraj Prithi SamuelComprehensive reference exploring the benefits and implementation of digital twins in industrial production and manufacturing Digital Twins in Industrial Production and Smart Manufacturing provides an overview of digital twin theoretical concepts, techniques, and recent trends used to meet the requirements and challenges of industrial production and smart manufacturing. The text describes how to achieve industrial excellence through virtual factory simulation and digital modeling innovations for next-generation manufacturing system design. The contributing authors address the many possible technical advantages of major Industry 5.0 technological advancements, using illustrations to aid readers in practical implementation of concepts, along with existing scenarios, potential research gaps, adoption difficulties, case studies, and future research objectives. The text also presents many applications and use cases of Industry 5.0 and digital twins in a variety of industries, including the aerospace industry, pharmaceutical manufacturing and biotech, augmented reality, virtual reality, edge computing and blockchain-based Internet of Things (IoT), cobots, intelligent logistics and supply chain management, and more. Edited by a group of highly qualified academics with significant experience in the field, Digital Twins in Industrial Production and Smart Manufacturing covers additional topics such as: Hyper-automation technology, including specialized workflow procedures and particular sectors of solicitations linked to hyper-automationDigital twins in the context of smart cities, with attempts to draw comparisons with the use of digital twins in industrial IoTVirtual factories based on digital twins and corresponding architecture to facilitate modeling, simulation, and assessment of manufacturing systemsCognitive, interactive, and standardization aspects of digital twins, and the proper implementation of digital twin technology for safety critical systems Digital Twins in Industrial Production and Smart Manufacturing is a must-have reference for researchers, scholars, and professionals in fields related to digital twins in industrial production and manufacturing. It is also suitable as a hands-on resource for students interested in the fields of digital twins and smart manufacturing.
Digital Twins in Manufacturing: Virtual and Physical Twins for Advanced Manufacturing (Springer Series in Advanced Manufacturing)
by Vytautas OstaševičiusThis book presents a guide to digital twin technologies and their applications within manufacturing. It examines key technological advances in the area of Industry 4.0, including numerical and experimental models and the Internet of Things (IoT), and explores their potential technical benefits through real-world application examples. This book presents digital models of advanced manufacturing processes dynamics that enable to control the cutting processes including experimental and simulation studies for brittle-ductile transition of ultra-precision machining materials assuring product quality. Innovative electrical power harvesting solutions from tool vibrations and wireless data transmission from confined and heavily cooled environment are also included. It explains the benefits of virtual and physical twins adapted to real systems, including the ability to shorten the product's path to the market, and enabling the transition to higher value-added manufacturing processes. Including numerous illustrations and clear solved problems, this book will be of interest to researchers and industry professionals in the fields of mechatronics, manufacturing engineering, computational mechanics.
Digital Twins, Simulation, and the Metaverse: Driving Efficiency and Effectiveness in the Physical World through Simulation in the Virtual Worlds (Simulation Foundations, Methods and Applications)
by Michael Grieves Edward Y. HuaDive into the fascinating world of Digital Twins, Simulation, and the Metaverse, where the virtual/digital and physical worlds collide and reshape industries. This book offers an insightful exploration of the revolutionary applications of these technologies, promising to ignite your imagination and inspire innovation. The topics described in this book represent a groundbreaking exploration of the synergistic relationship between digital twins, simulation, and the metaverse, as well as their transformative impact across various sectors. In addition to presenting theoretical discussions and experimental findings, this book focuses on real-life applications and illuminates the path for future research. This makes it a must-read for both industry and academia keen on understanding and harnessing the power of the emerging technologies. Topics and features: Discover from top thought leaders the predictions of how digital twins, simulation, and metaverses will evolve in direction, requirements, and capabilities Exploit the understanding of how digital-twin metaverses will revolutionize the effectiveness and efficiency of 21st-century work Explore cutting-edge, real-life applications of digital twins, simulation, and the metaverse (spanning a diverse array of industries and sectors) Understand the different views and perspectives of digital twins and metaverses shared by academia, industry, and government authors from around the world Learn how to harness the power of simulation in the world of digital twins and metaverses This unique volume consists of works from internationally renowned experts representing a diverse array of industries and sectors. It will be eminently suitable for researchers and practitioners working on modeling and simulation, digital twins, and the metaverse. Furthermore, this volume will serve as a valuable reference for executives and decision makers who are looking to leverage these cutting-edge technologies to expand their businesses, develop industrial and national strategies, and support future missions.
Digital Type Design for Branding: Designing Letters from Their Source
by Stephen BossThe approach will be to give visual aid (illustrated) and written reference to young designers who are either launching their careers or taking their first stab at designing letterforms for a logo, lettermark, signage, advertising or an alphabet. The book will focus on the roots of each letterform and give the designers the knowledge of why weight variations (stress) exist and how to correctly apply them to their designs. <P><P>Key Features <li>A how-to resource for designers to referencee while designing letterforms. <li>The designer will be left with a clear understanding of why letterforms look the way they do, and the moethod and order of letterform development, enabling the designer to draw on history when developing their glyphs. <li>How-to illustrations will highlight the process and downloadable vectors will give the designer templates to begin their project. <li>This book gives designers a solid footing when designing a series of characters without developing a complete alphabet. <li>Custom typography is a growing trend and every newly minted designer should have a practical knowledge of the origins of letters and the method of building letterforms.
Digital Ultraviolet and Infrared Photography (Applications in Scientific Photography)
by Adrian DaviesDigital Ultraviolet and Infrared Photography discusses the growing number of applications of ultraviolet and infrared photography. Scientific and technical photographers, such as those engaged in scientific, medical, forensic, and landscape and wildlife photography routinely use ultraviolet and infrared techniques, and these techniques are growing in use in creative photography. This is the first book to address the application and potential for both ultraviolet and infrared photography in both science and art. The author, Adrian Davies, discusses the how-to of ultraviolet and infrared digital recording with a dissection of techniques, camera requirements and camera conversion, a useful appendix of resources and equipment currently available and inspirational image examples throughout. Digital Ultraviolet and Infrared Photography is an essential read for photographers using these tools either professionally or creatively.
Digital Unsettling: Decoloniality and Dispossession in the Age of Social Media (Critical Cultural Communication)
by null Sahana Udupa null Ethiraj Gabriel DattatreyanHow digital networks are positioned within the enduring structures of colonialityThe revolutionary aspirations that fueled decolonization circulated on paper—as pamphlets, leaflets, handbills, and brochures. Now—as evidenced by movements from the Arab Spring to Black Lives Matter—revolutions, protests, and political dissidence are profoundly shaped by information circulating through digital networks. Digital Unsettling is a critical exploration of digitalization that puts contemporary “decolonizing” movements into conversation with theorizations of digital communication. Sahana Udupa and Ethiraj Gabriel Dattatreyan interrogate the forms, forces, and processes that have reinforced neocolonial relations within contemporary digital environments, at a time when digital networks—and the agendas and actions they proffer—have unsettled entrenched hierarchies in unforeseen ways. Digital Unsettling examines events—the toppling of statues in the UK, the proliferation of #BLM activism globally, the rise of Hindu nationalists in North America, the trolling of academics, among others—and how they circulated online and across national boundaries. In doing so, Udupa and Dattatreyan demonstrate how the internet has become the key site for an invigorated anticolonial internationalism, but has simultaneously augmented conditions of racial hierarchy within nations, in the international order, and in the liminal spaces that shape human migration and the lives of those that are on the move. Digital Unsettling establishes a critical framework for placing digitalization within the longue durée of coloniality, while also revealing the complex ways in which the internet is entwined with persistent global calls for decolonization.
Digital versus Non-Digital Reference: Ask a Librarian Online and Offline
by Linda S KatzCompare and contrast library reference models and more consumer-oriented models! Digital versus Non-Digital Reference: Ask A Librarian Online and Offline analyzes the quality of commercial Ask A Librarian (AskA) and tutorial services and how they compare to traditional library services. Edited by Jessamyn West-proprietor of librarian.net and the "hippest ex-librarian on the Web" according to Wired magazine-the book looks at library models and more consumer-oriented models, examining a variety of services that range from Ask Jeeves® and Google Answers to your own reference desk and Web e-mail reference forms. Academic librarians and information specialists share their experiences-good and bad-in starting, assessing, or ending AskA services and in working with collaborative reference tools and outsourcing reference services, and discuss the highs and lows of dealing with individual online services. Digital versus Non-Digital Reference: Ask A Librarian Online and Offline chronicles the experiences and interactions of librarians with digital reference, including case studies, how-to guides, and philosophical essays. The book&’s contributors discuss their concerns about using the Internet as not only a reference tool but as a reference medium that most libraries find inevitable to some degree. Topics include the political ramifications of offsite or outsourced reference, the truth behind the assertion that "it&’s all available online," cultural and/or language barriers to text-based reference services, and patrons&’ experiences with reference tools, from a librarian&’s perspective. Digital versus Non-Digital Reference: Ask A Librarian Online and Offline addresses: policy, staffing and technology for telephone reference services e-mail reference in public libraries the University of Michigan&’s Internet Public Library archivists and remote users in the digital age success and failure with commercial AskA programs the history of Q and A NJ, New Jersey&’s virtual reference service multilingual chat reference systems the ongoing debate over the value of digital reference the case for nonintrusive reference Digital versus Non-Digital Reference: Ask A Librarian Online and Offline is an invaluable resource for practitioners and academics on the appropriate assessment, technologies, and methods for successfully creating and operating human-mediated, Internet-based information services.
Digital Vertigo: How Today's Online Social Revolution Is Dividing, Diminishing, and Disorienting Us
by Andrew KeenIn Digital Vertigo, Andrew Keen presents today's social media revolution as the most wrenching cultural transformation since the Industrial Revolution. Fusing a fast-paced historical narrative with front-line stories from today's online networking revolution and critiques of "social" companies like Groupon, Zynga and LinkedIn, Keen argues that the social media transformation is weakening, disorienting and dividing us rather than establishing the dawn of a new egalitarian and communal age.The tragic paradox of life in the social media age, Keen says, is the incompatibility between our internet longings for community and friendship and our equally powerful desire for online individual freedom. By exposing the shallow core of social networks, Andrew Keen shows us that the more electronically connected we become, the lonelier and less powerful we seem to be.Praise forThe Cult of the Amateur:'A shrewdly argued jeremiad against the digerati effort to dethrone cultural and political gatekeepers and replace experts with 'the wisdom of the crowd'. Keen writes with acuity and passion'. New York Times'A staggering new book by Andrew Keen. He is an English-born digital media entrepreneur and Silicon Valley insider who really knows his stuff and he writes with the passion of a man who can at last see the dangers he has helped unleash. His book will come as a real shock to many. It certainly did to me'. A N Wilson, The Daily Mail
Digital Vertigo (FREE Extended Extract): How today's online social revolution is dividing, diminishing and disorienting us
by Andrew KeenThis an Extended Extract of Digital Vertigo to be published on May 22nd 2012. You can follow Andrew Keen: @ajkeenIn Digital Vertigo, Andrew Keen presents today's social media revolution as the most wrenching cultural transformation since the Industrial Revolution. Fusing a fast-paced historical narrative with front-line stories from today's online networking revolution and critiques of "social" companies like Groupon, Zynga and LinkedIn, Keen argues that the social media transformation is weakening, disorienting and dividing us rather than establishing the dawn of a new egalitarian and communal age. The tragic paradox of life in the social media age, Keen says, is the incompatibility between our internet longings for community and friendship and our equally powerful desire for online individual freedom. By exposing the shallow core of social networks, Andrew Keen shows us that the more electronically connected we become, the lonelier and less powerful we seem to be.
Digital Video Concepts, Methods, and Metrics: Quality, Compression, Performance, and Power Trade-off Analysis
by Shahriar AkramullahDigital Video Concepts, Methods, and Metrics: Quality, Compression, Performance, and Power Trade-off Analysis is a concise reference for professionals in a wide range of applications and vocations. It focuses on giving the reader mastery over the concepts, methods and metrics of digital video coding, so that readers have sufficient understanding to choose and tune coding parameters for optimum results that would suit their particular needs for quality, compression, speed and power. The practical aspects are many: Uploading video to the Internet is only the beginning of a trend where a consumer controls video quality and speed by trading off various other factors. Open source and proprietary applications such as video e-mail, private party content generation, editing and archiving, and cloud asset management would give further control to the end-user. Digital video is frequently compressed and coded for easier storage and transmission. This process involves visual quality loss due to typical data compression techniques and requires use of high performance computing systems. A careful balance between the amount of compression, the visual quality loss and the coding speed is necessary to keep the total system cost down, while delivering a good user experience for various video applications. At the same time, power consumption optimizations are also essential to get the job done on inexpensive consumer platforms. Trade-offs can be made among these factors, and relevant considerations are particularly important in resource-constrained low power devices. To better understand the trade-offs this book discusses a comprehensive set of engineering principles, strategies, methods and metrics. It also exposes readers to approaches on how to differentiate and rank video coding solutions. What you'll learn Cost-benefit analysis of compression techniques Video quality metrics evaluation Performance and power optimization and measurement Trade-off analysis among power, performance, and visual quality Emerging uses and applications of video technologies Who this book is for This book is for anyone involved in designing, developing, validating, deploying, and reviewing systems and applications that deal with digital video. For example, software and hardware engineers, system architects, technical program and product managers, support and sales engineers, system integrators, technology journalists and video professionals working in the multimedia and telecommunication industries, researchers and graduate students, or even a tech-savvy user who posts a YouTube video would find this book a useful reference. Table of Contents Foreword/Preface Chapter 1:Introduction Chapter 2: Digital Video Compression Techniques Chapter 3: Video Coding Standards Chapter 4: Video Quality Metrics Chapter 5: Video Coding Speed and Performance Chapter 6: Power Consumptions by Video Applications Chapter 7: Video Application Power Consumption on Low-Power Platforms Chapter 8: Performance, Power, and Quality Tradeoff Analysis Chapter 9: Conclusion Appendix: Related Resources
Digital Video Editing Fundamentals
by Wallace JacksonThis compact visual guide covers concepts central to digital video using the affordable Corel Video Studio Ultimate X9 software package as well as open source digital video editing package Editshare Lightworks 12. Digital Video Editing Fundamentals builds on the essential concepts of digital imaging, audio, illustration, and painting, and gets more advanced as chapters progress, covering what digital video new media formats are best for use with Android Studio, Java and JavaFX, iOS and HTML5. Furthermore, the author covers the key factors regarding the data footprint optimization work process, streaming versus captive assets, and why these are important. What you'll learn What is the terminology of digital video editing and special effects What comprises a digital video editing and effects pipeline What are the concepts behind digital video editing What are the concepts behind Resolution, Aspect Ratio, Bit Rate and Color Depth Pixel editing, color correction, layers, compression are all discussed in some detail How to use digital video file formats and data footprint optimization Who this book is for Primary: Video Bloggers, Website Developers, Musicians, Digital Signage, e-Learning Content Creators. Secondary: Android Developers, iOS Developers, Multimedia Producers, Rich Internet Application (RIA) Programmers, Game Designers, UI Designers, Teachers, Composers. Table of Contents 1. The Tools of Digital Video: Non-Linear Editing Software 2. Digital Video Hardware: Configuring the Workstation 3. The Scope of Digital Video: Setting Up Your Workstation 4. The Foundation for Digital Video: Static 2D Concepts 5. Movement in Digital Video: Frames, the Fourth Dimension 6. The Sound of Digital Video: Digital Audio Editing Theory 7. Capturing Digital Video: Digital Camera Concepts 8. The Workflow for Digital Video: Capture, Edit, Export 9. The Composition of Digital Video: Timeline Editing 10. The Spectrum of Digital Video: Color Correction 11. The Algorithms of Digital Video: Pixel Processing 12. The Data Footprint of Digital Video: Compression 13. The Automation of Digital Video: Programming 14. Publishing Digital Video: Content Delivery Platforms
Digital Video for the Desktop
by Ken PenderPractical introduction to creating and editing high quality video on the desktop. Using examples from a variety of video applications, benefit from a professional's experience, step-by-step, through a series of workshops demonstrating a wide variety of techniques. These include producing short films, multimedia and internet presentations, animated graphics and special effects. The opportunities for the independent videomaker have never been greater - make sure you bring your understanding fully up to date with this invaluable guide.No prior knowledge of the technology is assumed, with explanations provided in an easy to understand manner. Ken Pender provides an overview of the hardware and software needed and describes how to output completed projects to the Internet, CD-ROMs, Zip and Jaz discs and videotape. The following software is covered:· Realtime compression: Codecs· Editing, including transitions and special effects: Adobe Premiere, Ulead MediaStudio, Corel Lumiere· 2D Animation: Corel PHOTO-PAINT, Fractal Design Painter, Power Goo· 3D Animation: Ray Dream Studio, MetaCreations Poser and Bryce 3D· Frame stack editing: Adobe Photoshop, Fractal Design Painter· Still image frame editing: CorelDRAW, Fractal Design Painter· Audio creation, editing and mixing: Cool Edit, Goldwave and MultiquenceThe accompanying CD-ROM provides sample software for Adobe Premiere 5.0, Cool Edit 96, Goldwave 4.02 and Multiquence 1.02. (For further information on Goldwave and Multiquence, see http://www.goldwave.com; for information on Cool Edit, see http://syntrillium.com.)
Digital Video Hacks: Tips & Tools for Shooting, Editing, and Sharing (O'Reilly's Hacks Series)
by Joshua PaulSince the dawn of film, novices and experts have used quick-and-dirty workarounds and audiovisual tricks to improve their motion pictures, from home movies to feature films. Today, the tools have certainly changed, as have the quality and scope of the results. With digital video, the hacking possibilities are now limitless, for both amateurs and professional artists. From acquiring footage, mixing, editing, and adding effects to final distribution, Digital Video Hacks provides unique tips, tools, and techniques for every stage of video production. You'll learn how to: Get your projects started right using creative preparation tools and techniques, from making your own steadicam, boom, or dolly to effective storyboarding, timecoding, and tape labeling Troubleshoot common shooting problems, including using stop-motion and time-lapse techniques, lighting effects, colored screens and gels, and household objects to establish mood or otherwise wow an audience Create stunning visual effects, such as satellite zooming, surreal scenes, Matrix-like bullet-time, and green screen illusions Fool your audience with audio tricks, replacing flubbed dialogue, smoothing over cuts, and covering missing audio with room tone Add professional features with post-production tricks, including color correction, soundtrack cleanup, opening sequences, and DVD bookmarks Distribute final content in a variety of creative ways, from exporting to basic videotape or DVD to streaming over the internet or even via cell phone Use the web to provide interactivity and dynamic content, attend a remote conference, or vlog your life. Whether you're looking for a new technique to include in your next project, a solution to a common problem, or just a little inspiration, this book reintroduces you to the digital video you only thought you knew.
Digital Video Transcoding for Transmission and Storage
by null Huifang Sun null Tihao Chiang null Xuemin ChenProfessionals in the video and multimedia industries need a book that explains industry standards for video coding and how to convert the compressed information between standards. Digital Video Transcoding for Transmission and Storage answers this demand while also supplying the theories and principles of video compression and transcoding technologies. Emphasizing digital video transcoding techniques, this book summarizes its content via examples of practical methods for transcoder implementation. It relates almost all of its featured transcoding technologies to practical applications. This volume takes a structured approach, starting with basic video transcoding concepts and progressing toward the most sophisticated systems. It summarizes material from research papers, lectures, and presentations. Organized into four parts, the text first provides the background of video coding theory, principles of video transmission, and video coding standards. The second part includes three chapters that explain the theory of video transcoding and practical problems. The third part explores buffer management, packet scheduling, and encryption in the transcoding. The book concludes by describing the application of transcoding, universal multimedia access with the emerging MPEG-21 standard, and the end-to-end test bed.
Digital Virtual Consumption (Routledge Studies in Innovation, Organizations and Technology)
by Janice Denegri-Knott Mike MolesworthDigital media present opportunities for new types of consumption including desiring, buying, collecting, making, and even selling digital virtual goods. To these activities we can add those taking place in virtual communities of consumption, online shops, brand websites, and online auction houses that together amount to a vast new landscape of consumption. Digital virtual consumption motivates concatenated practices which produce meaningful experience for their users as well as market opportunities to profit from them. Consumers create and maintain elaborate wish lists, engaging with simulations of brands on websites and in videogames, coveting items for use in online games and even spending ‘real’ money on these, undertaking entrepreneurial activity in virtual worlds, conjuring nostalgia via online auctions, engaging in playful consumption in other new retail formats, writing reviews of products as part of the consumption experience, engaging in online activist activities, and many other emerging behaviors. Analyses of consumption in the digital virtual realm are however limited. This collection brings together experienced researchers from the fields of consumer research, digital games, and virtual worlds to provide conceptual and empirical work that helps us understand these new and significant consumer activities. Online communities negotiate the ‘correct’ use of goods and offer technical advice, consumers develop new products, individuals create and distribute their own promotional material for their favorite brands, and entrepreneurial consumers marketing and selling their own products online. Here we may see a blurring of consumption and production, or work and leisure activity that requires further thought about what makes it meaningful for individuals. The chapters in this volume take stock of the emergence and likely importance of digital virtual consumption for consumer culture, including a review of both new and existing conceptual and methodological tools as well as a resource of key examples and analyses of practices.
Digital Wars
by Charles ArthurApple, Google and Microsoft are locked in a battle to dominate the internet and especially the fastest-growing part of it - mobile. All three have fought each other in previous wars, and now they want to dominate search technology, cloud computing, mobile music and the smartphone market. Whoever wins will exert a wide ranging control over user data and access to content, and even how we use and interact with computers. Digital Wars assesses who will be the victor and what the implications are for business, individuals and society. Accessible and comprehensive, it looks at the very different cultures of each business, the iPhone, Android, iPods (mobile music) and the browser and apps battles. Digital Wars tells you what to expect from the internet in the next five years, which company will ultimately be in the driving seat, and what the implications will be for us all.
Digital Wars: Apple, Google, Microsoft and the Battle for the Internet
by Charles ArthurThe first time that Apple, Google and Microsoft found themselves sharing the same digital space was 1998. They were radically different companies and they would subsequently fight a series of pitched battles for control of different parts of the digital landscape. They could not know of the battles to come. But they would be world-changing.<P> This new edition of Digital Wars looks at each of these battles in turn. Accessible and comprehensive, it analyzes the very different cultures of the three companies and assesses exactly who are the victors on each front. Thoroughly updated to include information on the latest developments and rising competitors Samsung, it also include a completely new chapter on how China moved from being the assembly plant for music players and smartphones, to becoming the world's biggest smartphone business.
Digital Watermarking and Steganography: Fundamentals and Techniques
by Frank Y. Shih<p>Every day millions of people capture, store, transmit, and manipulate digital data. Unfortunately free access digital multimedia communication also provides virtually unprecedented opportunities to pirate copyrighted material. Providing the theoretical background needed to develop and implement advanced techniques and algorithms, Digital Watermarking and Steganography: <p> <li>Demonstrates how to develop and implement methods to guarantee the authenticity of digital media <li>Explains the categorization of digital watermarking techniques based on characteristics as well as applications <li>Presents cutting-edge techniques such as the GA-based breaking algorithm on the frequency-domain steganalytic system</li> <p>The popularity of digital media continues to soar. The theoretical foundation presented within this valuable reference will facilitate the creation on new techniques and algorithms to combat present and potential threats against information security.</p>
Digital Watermarking for Machine Learning Model: Techniques, Protocols and Applications
by Lixin Fan Chee Seng Chan Qiang YangMachine learning (ML) models, especially large pretrained deep learning (DL) models, are of high economic value and must be properly protected with regard to intellectual property rights (IPR). Model watermarking methods are proposed to embed watermarks into the target model, so that, in the event it is stolen, the model’s owner can extract the pre-defined watermarks to assert ownership. Model watermarking methods adopt frequently used techniques like backdoor training, multi-task learning, decision boundary analysis etc. to generate secret conditions that constitute model watermarks or fingerprints only known to model owners. These methods have little or no effect on model performance, which makes them applicable to a wide variety of contexts. In terms of robustness, embedded watermarks must be robustly detectable against varying adversarial attacks that attempt to remove the watermarks. The efficacy of model watermarking methods is showcased in diverse applications including image classification, image generation, image captions, natural language processing and reinforcement learning. This book covers the motivations, fundamentals, techniques and protocols for protecting ML models using watermarking. Furthermore, it showcases cutting-edge work in e.g. model watermarking, signature and passport embedding and their use cases in distributed federated learning settings.
Digital Watermarking Techniques in Curvelet and Ridgelet Domain
by Channapragada Rama Seshagiri Rao Munaga V. N. K. PrasadThis book describes the design, development, and testing of a novel digital watermarking technique for color images using Magic Square and Ridgelet transforms. The novel feature of the method is that it generates and uses multiple copies of the digital watermark. The book describes how the method was tested for embedding digital watermarks into color cover images, resulting in very high PSNR value and yielding comparable results with existing watermarking techniques. To reach this new method, eight different techniques are designed, developed and tested. First, the authors test two digital watermarking techniques based on encryption: Image Watermark Using Complete Complementary Code Technique (CCCT) and Image Watermarking Using CCC-Fast Walsh Hadamard Transform Technique (CCC-FWHTT). Next, four digital watermarking techniques based on curvelet transforms are discussed: Image Watermarking Using Curvelet Transform (WCT), Watermark Wavelets in Curvelets of Cover Image (WWCT), Resized Watermark into Curvelets of Cover Image (RWCT), and Resized Watermark Wavelets into Curvelets of Cover Image (RWWCT). Then, two final techniques are presented: Image Watermarking Based on Magic Square (MST) and Image watermarking based on Magic Square and Ridgelet Transform (MSRTT). Future research directions are explored in the final chapter. Designed for professionals and researchers in computer graphics and imaging, Digital Watermarking Techniques in Curvelet and Ridgelet Domain is also a useful tool for advanced-level students.
Digital Waveform Generation
by Pete SymonsThis concise overview of digital signal generation will introduce you to powerful, flexible and practical digital waveform generation techniques. These techniques, based on phase-accumulation and phase-amplitude mapping, will enable you to generate sinusoidal and arbitrary real-time digital waveforms to fit your desired waveshape, frequency, phase offset and amplitude, and to design bespoke digital waveform generation systems from scratch. Including a review of key definitions, a brief explanatory introduction to classical analogue waveform generation and its basic conceptual and mathematical foundations, coverage of recursion, DDS, IDFT and dynamic waveshape and spectrum control, a chapter dedicated to detailed examples of hardware design, and accompanied by downloadable Mathcad models created to help you explore 'what if?' design scenarios, this is essential reading for practitioners in the digital signal processing community, and for students who want to understand and apply digital waveform synthesis techniques.
Digital Wedding Photographer's Planner
by Kenny KimA full-color reference to planning for and executing a successful wedding day shootWedding photography has become a major industry, and the number of photographers getting into this field is rapidly increasing--making it even more competitive. Written by top wedding photographer, Kenny Kim, this full-color reference walks you through all the major (and minor) steps involved in planning and organizing a successful wedding day shoot.You'll get unique advice on everything from your initial meeting with the engaged couple to the final presentation of the commemorative book. Packed with checklists, schedules, etiquette tips, and much more, this book is an essential wedding photography resource for every wedding photographer.Provides detailed coverage of all the major and minor steps in preparing for a successful wedding day shootExplores preparation for every detail of taking unique and memorable wedding day photosSpans the initial meeting with the couple all the way to presenting them with their photo albumReassures you of your preparation, using checklists, schedules, etiquette tips, answers to questions, and moreFrom rings and vows to dancing and "wows", this resource will help you prepare to capture every moment of a couple's special day.
Digital Wedding Photography Photo Workshop
by Kenny KimLearn to capture stunning and memorable wedding photographsYou only get one chance to photograph a couple?s dream wedding, and this complete resource is an essential addition to any aspiring or current wedding photographer?s shelf. From brightly lit outdoor weddings to poorly lit evening ceremonies, internationally renowned wedding photographer Kenny Kim offers unparalleled advice for working with clients, choosing the right equipment, composing beautiful images, helping your subjects with posing, and much more. Assignments at the end of every chapter encourage you to practice your skills and upload your photos to Photoworkshop.com to share your images and benefit from constructive critiques. Offers a strong understanding of photography?s fundamentals and explains how they are crucial to capturing memorable wedding imagesEscorts you through techniques for handling challenges with contrast, lighting, action, posing, etc.Shares insider advice on business basics, post-production editing, composition, and much moreCovers lighting and exposure techniques for bright, normal, and low-light situations, which are common in the world of wedding photographyDigital Wedding Photography Photo Workshop presents stunning photography and inspiration for all levels of wedding photographers.
Digital Wildlife Photography
by John And GerlachUsing a combination of artistic approach and impeccable technique, professional photographers John and Barbara Gerlach will guide you through the field as you photograph the most intriguing and captivating subjects out in the wild. A sampling of what you'll learn: How to integrate equipment with technique to capture superb wildlife images of birds, mammals, amphibians, and more with an emphasis on precision and speed Where and how animals can be approached closely enough to photograph well How not to disturb the critters around you, depending on environment (den vs. tree and everything in-between) When (and when-not) to feed the animals Technical info like cropping, frames per second for capture, pixels/enlarging, and even HDR Where to focus on various types of wildlife Lighting depending on which animals have high contrast Ethics Traveling with your gear The "top 10" places in the world to shoot and how to find the best location for your interests