A practical introduction to intelligent computer vision theory, design, implementation, and technology The past decade has witnessed epic growth in image processing and intelligent computer vision technology. Advancements in machine learning methods—especially among adaboost varieties and particle filtering methods—have made machine learning in intelligent computer vision more accurate and reliable than ever before. The need for expert coverage of the state of the art in this burgeoning field has never been greater, and this book satisfies that need. Fully updated and extensively revised, this 2nd Edition of the popular guide provides designers, data analysts, researchers and advanced post-graduates with a fundamental yet wholly practical introduction to intelligent computer vision. The authors walk you through the basics of computer vision, past and present, and they explore the more subtle intricacies of intelligent computer vision, with an emphasis on intelligent measurement systems. Using many timely, real-world examples, they explain and vividly demonstrate the latest developments in image and video processing techniques and technologies for machine learning in computer vision systems, including: PRTools5 software for MATLAB—especially the latest representation and generalization software toolbox for PRTools5 Machine learning applications for computer vision, with detailed discussions of contemporary state estimation techniques vs older content of particle filter methods The latest techniques for classification and supervised learning, with an emphasis on Neural Network, Genetic State Estimation and other particle filter and AI state estimation methods All new coverage of the Adaboost and its implementation in PRTools5. A valuable working resource for professionals and an excellent introduction for advanced-level students, this 2nd Edition features a wealth of illustrative examples, ranging from basic techniques to advanced intelligent computer vision system implementations. Additional examples and tutorials, as well as a question and solution forum, can be found on a companion website.
This book is highly informative and carefully presented, providing scientific insights into the flood resources utilization in the Yangtze River Basin both for scholars and decision-makers. The book is for the purpose of analyzing the potential utilization of flood resources in the Yangtze River Basin and exploring effective ways to put forward the countermeasures against the risks. Major objectives of this book include: (1) revealing the characteristics of the inflow and the sediment variation in the upper reaches of the Yangtze River, quantitatively evaluating the potential utilization of the flood resources in the Yangtze River and demonstrating the feasibility of its utilization in the Basin; (2) proposing the necessity and feasibility of utilizing the flood resources by the Three Gorges Project; (3) shedding new light on the characteristics of the flood resources, presenting different methods of flood resources utilization in different regions over the Basin and raising the overall risk-optimized strategies of the flood resources utilization in the Yangtze River; (4) analyzing the risk of flood resources utilization for the Three Gorges Project regarding flood control, sediment, ecology, etc., and putting forward the risk-optimized countermeasures of flood resources utilization for the Three Gorges Project.
On 22 January 2013, the Republic of the Philippines instituted arbitral proceedings against the People’s Republic of China (PRC) under the United Nations Convention on the Law of the Sea (UNCLOS) with regard to disputes between the two countries in the South China Sea. The South China Sea Arbitration is a landmark case in international law because of the parties involved, the legal questions to be decided and the absence of one of the parties. As revealed in its official statements, the PRC will neither accept nor participate in this arbitration nor present written and oral arguments in the tribunal room. Such default of appearance makes applicable certain procedural rules. According to Article 9 of Annex VII, the Tribunal, before making its Award, is obligated to satisfy itself not only that it has jurisdiction over the dispute, but also that the claims brought by the Philippines are well-founded in fact and law. Therefore, it is necessary for the Tribunal to look into all the claims brought forward by the Philippines and all the disputes constituted by the claims in the procedural phase. The possible arguments the PRC could make should be explored during this process. This book brings together chapters selected from well-established scholars in Asia, Europe and North America addressing the issues arising from the South China Sea Arbitration. It contains five easy to read parts: origin and development of the South China Sea dispute; the jurisdiction and admissibility of the case; international adjudication and dispute settlement; legal issues arising from the case such as the legal status of the U-shaped line and islands, rocks and low-tide elevations; and the Arbitration case and its impact on regional maritime security.
China’s legal system has drawn ever more attention from the international community. It has been developing at a very significant pace since China carried out economic reform and instituted an “open door” policy in 1978.China’s entry into the World Trade Organization (WTO) has had a tremendous impact on the development and reform of China’s legal system. This book focuses on the recent developments of China’s legal system as well as its reform in the context of globalization. It covers various hot and timely topics, including constitutional changes, the relationship between the Chinese Communist Party and the law, legislation, law-based administration, laws for anti-corruption campaigns, judicial reform, legal education and China’s compliance with international law. The book is suitable for lawyers, whether practicing or academic, officials in national governments and international organizations and students and scholars in academia, who are interested in China, Chinese law, comparative and international law.
A guide to membrane separation based on a variety of porous materials with promising separation applications Microporous Materials for Separation Membranes offers an in-depth guide that explores microporous materials? potential for membrane applications. The authors?two experts on the topic?examine a wide range of porous materials that have application potential including: microporous silica, porous carbons, zeolites, metal-organic frameworks (MOFs), and porous organic frameworks (POFs). Comprehensive in scope, the book covers a broad range of topics on membrane separations such as: hydrogen recovery, carbon dioxide capture, air purification, hydrocarbon separation, pervaporation, and water treatment. In addition, this up-to-date resource explores the most recent materials for preparing microporous membranes and explores the most promising applications for industrial use. This important book: -Examines the use of microporous materials as membranes to perform with different gases and liquids -Offers an overview of the basic knowledge of membrane separation and an intense examination of separations -Describes the state-of-the-art of membrane separation with porous materials -Highlights the most promising applications of industrial interest Written for scientists working in the fields of membranes, gas and liquid, Microporous Materials for Separation Membranes offers a valuable guide to the potential of microporous materials for membrane applications.
Focusing on the dichotomous and comparative analysis of the legitimacy, paradigm, and operating frames of bank governance and its reproduction in the new financial regime following the global financial crisis, this book examines in depth how corporate governance in bank institutions is legitimized, justified, and delivered in diversified financial models and their influences on the Chinese banking industry. By combining this type of financial model analysis with the new institutionalism theory, the book lifts the mysterious veil from corporate governance in Chinese banking institutions with regard to its establishment and constant changes. Through a kaleidoscope lens and by conducting a “layer by layer” diagnosis, the book tells the “background stories” of the complex settings for Chinese financial institutions, asks and answers the paradigmatic question of for whom banks are actually run and governed, and mind-maps the main corporate governance mechanisms and practices prevalent in Chinese banks.
Statistical Foundations of Data Science gives a thorough introduction to commonly used statistical models, contemporary statistical machine learning techniques and algorithms, along with their mathematical insights and statistical theories. It aims to serve as a graduate-level textbook and a research monograph on high-dimensional statistics, sparsity and covariance learning, machine learning, and statistical inference. It includes ample exercises that involve both theoretical studies as well as empirical applications. The book begins with an introduction to the stylized features of big data and their impacts on statistical analysis. It then introduces multiple linear regression and expands the techniques of model building via nonparametric regression and kernel tricks. It provides a comprehensive account on sparsity explorations and model selections for multiple regression, generalized linear models, quantile regression, robust regression, hazards regression, among others. High-dimensional inference is also thoroughly addressed and so is feature screening. The book also provides a comprehensive account on high-dimensional covariance estimation, learning latent factors and hidden structures, as well as their applications to statistical estimation, inference, prediction and machine learning problems. It also introduces thoroughly statistical machine learning theory and methods for classification, clustering, and prediction. These include CART, random forests, boosting, support vector machines, clustering algorithms, sparse PCA, and deep learning.
This book comprehensively and systematically demonstrates the theory and practice of designing, synthesizing and improving the performance of fuels. The contents range from polycyoalkane fuels, strained fuels, alky-diamondoid fuels, hypergolic and nanofluid fuels derived from fossil and biomass. All the chapters together clearly describe the important aspects of high-energy-density fuels including molecular design, synthesis route, physiochemical properties, and their application in improving the aerocraft performance. Vivid schematics and illustrations throughout the book enhance the accessibility to the relevant theory and technologies. This book provides the readers with fundamentals on high-energy-density fuels and their potential in advanced aerospace propulsion, and also provides the readers with inspiration for new development of advanced aerospace fuels.
In this volume, Hui Zou analyzes historical, architectural, visual, literary, and philosophical perspectives on the Western-styled garden that formed part of the great Yuanming Yuan complex in Beijing, constructed during the Qing dynasty. Designed and built in the late eighteenth century by Italian and French Jesuits, the garden described in this book was a wonderland of multistoried buildings, fountains, labyrinths, and geometrical hills. It even included an open-air theater. Through detailed examination of historical literature and representations, Zou analyzes the ways in which the Jesuits accommodated their design within the Chinese cultural context. He shows how an especially important element of their approach was the application of a linear perspective--the "line-method"--to create the jing, the Chinese concept of the bounded bright view of a garden scene. Hui Zou's book demonstrates how Jesuit metaphysics fused with Chinese cosmology and broadens our understanding of cultural and religious encounters in early Chinese modernity. It presents an intriguing reflection on the interaction between Western metaphysics and the poetical tradition of Chinese culture. The volume will be of interest to scholars and students in a variety of fields, including literature, philosophy, architecture, landscape and urban studies, and East-West comparative cultural studies.
Major law and policy issues in the South China Sea are discussed mainly from the perspectives of leading American and European scholars in the study of the complex South China Sea disputes. The issues include regional maritime cooperation and regime building, Southeast Asian countries’ responses to the Chinese assertiveness, China’s historic claims, maritime boundary delimitation and excessive maritime claims, military activities and the law of the sea, freedom of navigation and its impact on the problem, the dispute between Vietnam and China, confidence-building measures and U.S.-Taiwan-China relations in the South China Sea, and Taiwan’s role in the resolution to the South China Sea issues. Over the past three years, there have been several incidents in the South China Sea between the claimants, and also between the claimants and non-claimants over fisheries, collection of seismic data, exploration for oil and gas resources, and exercise of freedom of navigation. Third party concerns and involvement in the South China Sea disputes have been increasing as manifested in actions taken by the United States, India, and Japan. It is therefore important to examine South China Sea disputes from the legal and political perspective and from the view point of American and European experts who have been studying South China Sea issues for many years.
This book is a monograph on aerodynamics of aero-engine gas turbines focusing on the new progresses on flow mechanism and design methods in the recent 20 years. Starting with basic principles in aerodynamics and thermodynamics, this book systematically expounds the recent research on mechanisms of flows in axial gas turbines, including high pressure and low pressure turbines, inter-turbine ducts and turbine rear frame ducts, and introduces the classical and innovative numerical evaluation methods in different dimensions. This book also summarizes the latest research achievements in the field of gas turbine aerodynamic design and flow control, and the multidisciplinary conjugate problems involved with gas turbines. This book should be helpful for scientific and technical staffs, college teachers, graduate students, and senior college students, who are involved in research and design of gas turbines.
Big data has been upgraded to our national strategy and has become a catalyst for national and local economic development. With the further promotion of big data and artificial intelligence (AI), the new business model needs to optimize and upgrade. The integration of the blockchain industry will fully implement the digital China strategy and promote the application of big data in China.This unique compendium gives a comprehensive understanding of the blockchain content through the path of technological innovation. It enables readers to fully understand the role of blockchain in promoting the digital economy.The volume will be a useful reference guide for relevant personnel in state ministries and commissions, state-owned enterprises, big data, AI, as well as teachers, researchers and students in higher education institutions.
This book offers careful glimpse from the lenses of selected case studies of major counties in East Asia, namely China and Japan to obtain insights as well as lessons regarding their perspective sustainable cities development. Urban sustainability is the pillar domain for achieving overall sustainability. East Asia has the world most populous countries and cities; therefore, it is of great importance to understand, analyze, and assess the sustainable urban development trends and paradigms in an East Asia setting so as to better guide the future development of sustainable cities in the region. The outcomes of this book are policy-relevant consultations to key stakeholders from various walks of sustainability studies.
Although the construction and engineering sector makes important contributions to the economic, social, and environmental objectives of a nation, it has a notorious reputation for being an unsafe industry in which to work. Despite the fact that safety performance in the industry has improved, injuries and fatalities still occur frequently. To address this, the industry needs to evolve further by integrating safety into all decision making processes. Strategic Safety Management in Construction and Engineering takes a broad view of safety from a strategic decision making and management perspective with a particular focus on the need to balance and integrate ‘science’ and ‘art’ when implementing safety management. The principles covered here include the economics of safety, safety climate and culture, skills for safety, safety training and learning, safety in design, risk management, building information modelling, and safety research methods and the research-practice nexus. They are integrated into a strategic safety management framework which comprises strategy development, implementation, and evaluation. Practical techniques are included to apply the principles in the context of the construction and engineering industry and projects. Case studies are also provided to demonstrate the localised context and applications of the principles and techniques in practice.
Deep neural networks (DNNs) with their dense and complex algorithms provide real possibilities for Artificial General Intelligence (AGI). Meta-learning with DNNs brings AGI much closer: artificial agents solving intelligent tasks that human beings can achieve, even transcending what they can achieve. Meta-Learning: Theory, Algorithms and Applications shows how meta-learning in combination with DNNs advances towards AGI. Meta-Learning: Theory, Algorithms and Applications explains the fundamentals of meta-learning by providing answers to these questions: What is meta-learning?; why do we need meta-learning?; how are self-improved meta-learning mechanisms heading for AGI ?; how can we use meta-learning in our approach to specific scenarios? The book presents the background of seven mainstream paradigms: meta-learning, few-shot learning, deep learning, transfer learning, machine learning, probabilistic modeling, and Bayesian inference. It then explains important state-of-the-art mechanisms and their variants for meta-learning, including memory-augmented neural networks, meta-networks, convolutional Siamese neural networks, matching networks, prototypical networks, relation networks, LSTM meta-learning, model-agnostic meta-learning, and the Reptile algorithm. The book takes a deep dive into nearly 200 state-of-the-art meta-learning algorithms from top tier conferences (e.g. NeurIPS, ICML, CVPR, ACL, ICLR, KDD). It systematically investigates 39 categories of tasks from 11 real-world application fields: Computer Vision, Natural Language Processing, Meta-Reinforcement Learning, Healthcare, Finance and Economy, Construction Materials, Graphic Neural Networks, Program Synthesis, Smart City, Recommended Systems, and Climate Science. Each application field concludes by looking at future trends or by giving a summary of available resources. Meta-Learning: Theory, Algorithms and Applications is a great resource to understand the principles of meta-learning and to learn state-of-the-art meta-learning algorithms, giving the student, researcher and industry professional the ability to apply meta-learning for various novel applications. A comprehensive overview of state-of-the-art meta-learning techniques and methods associated with deep neural networks together with a broad range of application areas Coverage of nearly 200 state-of-the-art meta-learning algorithms, which are promoted by premier global AI conferences and journals, and 300 to 450 pieces of key research Systematic and detailed exploration of the most crucial state-of-the-art meta-learning algorithm mechanisms: model-based, metric-based, and optimization-based Provides solutions to the limitations of using deep learning and/or machine learning methods, particularly with small sample sizes and unlabeled data Gives an understanding of how meta-learning acts as a stepping stone to Artificial General Intelligence in 39 categories of tasks from 11 real-world application fields
This book provides an in-depth analysis of China’s housing system and real-estate industry .The author weaves together the different elements of the real estate industry into a logically coherent whole, in which the relationship between the real-estate industry and the macroeconomy sets the background, the housing market forms the core, real estate finance makes up a necessary condition, public policy provides the guarantee and the housing system the foundation. The book constructs an analytical framework for the development of China’s housing system that considers a comprehensive range of factors, highlights the most important issues, and is soundly structured, logical and clear. By applying this framework, the authors present an overview of the past, present and future of China’s housing industry.
While there is abundant literature discussing non-traditional security issues, there is little mention of such issues existing in the South China Sea. This area is vulnerable to natural hazards and marine environmental degradation. The marine ecosystem is threatened by various adverse sources including land-based pollution, busy shipping lanes, and over-exploitation activities which threaten the security of the surrounding population. This area is also threatened by piracy and maritime crimes but law enforcement becomes difficult due to unclear maritime boundaries. This volume is designed to explore the security cooperation and regional approaches to these non-traditional security issues in the hope to build a peaceful environment and maintain international and regional security and order in the South China Sea region.
This book focuses on the design of efficient & dynamic methods to allocate divisible resources under various auction mechanisms, discussing their applications in power & microgrid systems and the V2G & EV charging coordination problems in smart grids. It describes the design of dynamic methods for single-sided and double-sided auction games and presents a number of simulation cases verifying the performances of the proposed algorithms in terms of efficiency, convergence and computational complexity. Further, it explores the performances of certain auction mechanisms in a hierarchical structure and with large-scale agents, as well as the auction mechanisms for the efficient allocation of multi-type resources. Lastly, it generalizes the main and demonstrates their application in smart grids. This book is a valuable resource for researchers, engineers, and graduate students in the fields of optimization, game theory, auction mechanisms and smart grids interested in designing dynamic auction mechanisms to implement optimal allocation of divisible resources, especially electricity and other types of energy in smart grids.
Low Dimensional Materials: Bridging the Fundamental Principles to Practice Applications provides an overview of research on low-dimensional materials, devices, and their applications. There are seven chapters in the book, starting from the basic quantum theory in chapter one, to the control and characterization of the unique structures (chapters two and four), to the relation of the physical and chemical properties with structures (chapter five), and to the practical and promising applications in energy, information, and health (chapter six), before conclusions and future outlook in chapter seven. - Discusses the whole field of low-dimensional materials, from quantum mechanics and low dimensional effects to structure-property relations, various methods of fabrication and assembly techniques, and a characterization of atomic and interface structures - Covers a wide range of topics, making it a 'map' for readers to understand the fundamentals of low-dimensional materials - Written with a 'bottom-up approach, with a solid foundation of quantum mechanics, thermodynamics, and energy transport in low-dimensional systems
Magnesium-Based Energy Storage Materials and Systems Understand the energy storage technologies of the future with this groundbreaking guide Magnesium-based materials have revolutionary potential within the field of clean and renewable energy. Their suitability to act as battery and hydrogen storage materials has placed them at the forefront of the world’s most significant research and technological initiatives. It has never been more essential that professionals working in energy storage and energy systems understand these materials and their extraordinary potential applications. Magnesium-Based Energy Storage Materials and Systems provides a thorough introduction to advanced Magnesium (Mg)-based materials, including both Mg-based hydrogen storage and Mg-based batteries. Offering both foundational knowledge and practical applications, including step-by-step device design processes, it also highlights interactions between Mg-based and other materials. The result is an indispensable guide to a groundbreaking set of renewable energy resources. Magnesium-Based Energy Storage Materials and Systems readers will also find: In-depth analysis of the effects of employing catalysts, nano-structuring Magnesium-based materials, and many more subjects Detailed discussion of electrolyte, cathode, and anode materials for Magnesium batteries Snapshots of in-progress areas of research and development Magnesium-Based Energy Storage Materials and Systems is ideal for materials scientists, inorganic chemists, solid state chemists, electrochemists, and chemical engineers.
Unconventional Petroleum Geology, Second Edition presents the latest research results of global conventional and unconventional petroleum exploration and production. The first part covers the basics of unconventional petroleum geology, its introduction, concept of unconventional petroleum geology, unconventional oil and gas reservoirs, and the origin and distribution of unconventional oil and gas. The second part is focused on unconventional petroleum development technologies, including a series of technologies on resource assessment, lab analysis, geophysical interpretation, and drilling and completion. The third and final section features case studies of unconventional hydrocarbon resources, including tight oil and gas, shale oil and gas, coal bed methane, heavy oil, gas hydrates, and oil and gas in volcanic and metamorphic rocks. - Provides an up-to-date, systematic, and comprehensive overview of all unconventional hydrocarbons - Reorganizes and updates more than half of the first edition content, including four new chapters - Includes a glossary on unconventional petroleum types, including tight-sandstone oil and gas, coal-bed gas, shale gas, oil and gas in fissure-cave-type carbonate rocks, in volcanic reservoirs, and in metamorphic rocks, heavy crude oil and natural bitumen, and gas hydrates - Presents new theories, new methods, new technologies, and new management methods, helping to meet the demands of technology development and production requirements in unconventional plays
This book is about internet finance, a concept coined by the authors in 2012. Internet finance deals specifically with the impacts of internet based technologies, such as mobile payments, social networks, search engines, cloud computation, and big data, on the financial sector. Major types of internet finance include third-party payments and mobile payments, internet currency, P2P lending, crowdfunding, and the use of big data in financial activities. Internet finance is highly popular and heavily discussed in China. Chinese Premier Li Keqiang made the healthy development of internet finance a policy priority in 2014 state-of-union address. This book, as a detailed report on internet finance in China, will help readers understand the status quo and development of China’s financial system.
This book comprehensively and systematically introduces the principles, key technologies and main types of new energy utilization based on the analysis and prospect of global energy development trend and energy transformation law. Starting from the basic law of energy development, this book points out the inevitability of the development of fossil energy to non-fossil new energy, expounds scientifically and prospectively the importance of developing new energy to conform to the law of energy development and to ensure national energy security, introduces in detail various new energy technologies, summarizes the new strategies of traditional energy companies, and expounds respectively current situation and application prospect. The book is divided into four parts. The first one is "Energy Trend" includes the law of energy development, world energy layout and energy development trend. The second part, "New Energy Revolution", includes revolutionary energy technology and energy Internet technology. The third part is "New Strategies of Traditional Energy Companies", which includes the new energy distribution of oil companies and coal-fired power companies. Part IV "New Energy Theories", includes hydrogen energy, energy storage and new materials, geothermal, nuclear energy, wind and tide and other new energy sources.
This book is inspired by the development of distributed model predictive control of networked systems to save computation and communication sources. The significant new contribution is to show how to design efficient DMPCs that can be coordinated asynchronously with the increasing effectiveness of the event-triggering mechanism and how to improve the event-triggered DMPC for different requirements improvement of control performance, extension to interconnected networked systems, etc. The book is likely to be of interest to the persons who are engaged in researching control theory in academic institutes, the persons who go in for developing control systems in R&D institutes or companies, the control engineers who are engaged in the implementation of control algorithms, and people who are interested in the distributed MPC.
The first work of its kind, Volcanic Reservoirs in Petroleum Exploration summarizes the current research and exploration techniques of volcanic reservoirs as a source of oil and gas. With a specific focus on the geological features and development characteristics of volcanic reservoirs in China, it presents a series of practical exploration and evaluation techniques based on this research. Authored by an award-winning petroleum geologist, it introduces exploration and outcome prediction techniques that can be used by scientists in any volcanic region worldwide. Volcanic reservoirs as new sources of petroleum resources are a hot topic in petroleum exploration. Although volcanic rock cannot generate hydrocarbons, it can serve as a reservoir for hydrocarbons when conditions permit. This book explains the differences between volcanic reservoirs and other major reservoir types, and describes effective methods for examining volcanic distribution and predicting volcanic reservoirs, providing a framework for systematic studies throughout the world. - Includes an entire section dedicated to current trends in volcanic prediction and evaluation technology - More than 90 full-color photos illustrate the text in greater detail - Case studies conclude each chapter, helping scientists apply the book's concepts to real-life scenarios
Silk Road was once the most important economic-cultural tie connecting the Eurasian countries before the rise of the West. In September 2013, Chinese President Xi Jinping put forward the initiative to jointly build the Silk Road Economic Belt and 21st-Century Maritime Silk Road, which is abbreviated as the Belt and Road Initiative (BRI). This book analyzes the BRI through the approach of political economy and establishes the analytic framework of BRI from historical and comparative perspectives. It clearly displays the strategic considerations, future vision, constructing framework, governmental actions, latest achievements, multiple opportunities and potential risks of BRI.As China's grand national development strategy and international cooperation initiative, the BRI will largely shape China's domestic and foreign policies in the Xi Jinping era. The book is the first academic monograph on the BRI and it enables readers to comprehensively understand this initiative and its implications to China, Eurasia and the world.
Silk Road was once the most important economic-cultural tie connecting the Eurasian countries before the rise of the West. In September 2013, Chinese President Xi Jinping put forward the initiative to jointly build the Silk Road Economic Belt and 21st-Century Maritime Silk Road, which is abbreviated as the Belt and Road Initiative (BRI). This book analyzes the BRI through the approach of political economy and establishes the analytic framework of BRI from historical and comparative perspectives. It clearly displays the strategic considerations, future vision, constructing framework, governmental actions, latest achievements, multiple opportunities and potential risks of BRI.As China's grand national development strategy and international cooperation initiative, the BRI will largely shape China's domestic and foreign policies in the Xi Jinping era. The book is the first academic monograph on the BRI and it enables readers to comprehensively understand this initiative and its implications to China, Eurasia and the world.
China has been holding its annual China International Import Expo (CIIE), starting from 2018 in Shanghai. This is a significant move for China to actively open the Chinese market to the rest of the world as this supports trade liberalization and economic globalization This book systematically expounds the background and content of CIIE, and studies the opportunities that China's expansion of imports brings to its economy, enterprises, consumers and to that of other countries. It elaborates on how the CIIE facilitates countries and regions from different parts of the world to strengthen their economic cooperation and trade, and promote global trade and world economic growth. The book helps readers understand China's reform and opening-up, as well as the latest trends and policies of the country's expansion of import.
A practical introduction to intelligent computer vision theory, design, implementation, and technology The past decade has witnessed epic growth in image processing and intelligent computer vision technology. Advancements in machine learning methods—especially among adaboost varieties and particle filtering methods—have made machine learning in intelligent computer vision more accurate and reliable than ever before. The need for expert coverage of the state of the art in this burgeoning field has never been greater, and this book satisfies that need. Fully updated and extensively revised, this 2nd Edition of the popular guide provides designers, data analysts, researchers and advanced post-graduates with a fundamental yet wholly practical introduction to intelligent computer vision. The authors walk you through the basics of computer vision, past and present, and they explore the more subtle intricacies of intelligent computer vision, with an emphasis on intelligent measurement systems. Using many timely, real-world examples, they explain and vividly demonstrate the latest developments in image and video processing techniques and technologies for machine learning in computer vision systems, including: PRTools5 software for MATLAB—especially the latest representation and generalization software toolbox for PRTools5 Machine learning applications for computer vision, with detailed discussions of contemporary state estimation techniques vs older content of particle filter methods The latest techniques for classification and supervised learning, with an emphasis on Neural Network, Genetic State Estimation and other particle filter and AI state estimation methods All new coverage of the Adaboost and its implementation in PRTools5. A valuable working resource for professionals and an excellent introduction for advanced-level students, this 2nd Edition features a wealth of illustrative examples, ranging from basic techniques to advanced intelligent computer vision system implementations. Additional examples and tutorials, as well as a question and solution forum, can be found on a companion website.
Communication-Protocol-Based Filtering and Control of Networked Systems is a self-contained treatment of the state of the art in communication-protocol-based filtering and control; recent advances in networked systems; and the potential for application in sensor networks. This book provides new concepts, new models and new methodologies with practical significance in control engineering and signal processing. The book first establishes signal-transmission models subject to different communication protocols and then develops new filter design techniques based on those models and preset requirements for filtering performance. The authors then extend this work to finite-horizon H-infinity control, ultimately bounded control and finite-horizon consensus control. The focus throughout is on three typical communications protocols: the round-robin, random-access and try-once-and-discard protocols, and the systems studied are drawn from a variety of classes, among them nonlinear systems, time-delayed and time-varying systems, multi-agent systems and complex networks. Readers are shown the latest techniques—recursive linear matrix inequalities, backward recursive difference equations, stochastic analysis and mapping methods. The unified framework for communication-protocol-based filtering and control for different networked systems established in the book will be of interest to academic researchers and practicing engineers working with communications and other signal-processing systems. Senior undergraduate and graduate students looking to increase their knowledge of current methods in control and signal processing of networked systems will also find this book valuable.
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