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Compressive Imaging: Structure, Sampling, Learning
Accurate, robust and fast image reconstruction is a critical task in many scientific, industrial and medical applications. Over the last decade, image reconstruction has been revolutionized by the rise of compressive imaging. It has fundamentally changed the way modern image reconstruction is performed. This in-depth treatment of the subject commences with a practical introduction to compressive imaging, supplemented with examples and downloadable code, intended for readers without extensive background in the subject. Next, it introduces core topics in compressive imaging – including compressed sensing, wavelets and optimization – in a concise yet rigorous way, before providing a detailed treatment of the mathematics of compressive imaging. The final part is devoted to recent trends in compressive imaging: deep learning and neural networks. With an eye to the next decade of imaging research, and using both empirical and mathematical insights, it examines the potential benefits and the pitfalls of these latest approaches.
Mass Communication Research Methods
This essential set brings together leading articles on the three major domains of the communication process: 1) Institutions/Organisations/Production; 2) Content/Representation; and 3) Audiences/Consumption.
A Mathematical Introduction to Compressive Sensing
At the intersection of mathematics, engineering, and computer science sits the thriving field of compressive sensing. Based on the premise that data acquisition and compression can be performed simultaneously, compressive sensing finds applications in imaging, signal processing, and many other domains. In the areas of applied mathematics, electrical engineering, and theoretical computer science, an explosion of research activity has already followed the theoretical results that highlighted the efficiency of the basic principles. The elegant ideas behind these principles are also of independent interest to pure mathematicians. A Mathematical Introduction to Compressive Sensing gives a detailed account of the core theory upon which the field is build. With only moderate prerequisites, it is an excellent textbook for graduate courses in mathematics, engineering, and computer science. It also serves as a reliable resource for practitioners and researchers in these disciplines who want to acquire a careful understanding of the subject. A Mathematical Introduction to Compressive Sensing uses a mathematical perspective to present the core of the theory underlying compressive sensing.
Spectral and High Order Methods for Partial Differential Equations ICOSAHOM 2014
The book contains a selection of high quality papers, chosen among the best presentations during the International Conference on Spectral and High-Order Methods (2014), and provides an overview of the depth and breadth of the activities within this important research area. The carefully reviewed selection of papers will provide the reader with a snapshot of the state-of-the-art and help initiate new research directions through the extensive biography.
Introduction To Macroeconomics
The field of macroeconomics is one of the most interesting and fiercely disputed in all of economics. The business cycle, inflation, and unemployment are only some of the macroeconomic issues discussed. These are some of economics’ most fundamental problems. The social, political, and economic consequences of governments’ attempts to solve them via economic policy are substantial. Thus, macroeconomic disputes are contentious, sometimes veering into extremely political and technical territory. This book presents both Keynesian & neoclassical versions of simple macroeconomic models, reflecting the contested nature of the field. This accomplishes two goals: it introduces the long-standing d...
The Real Happy Pill
Is there a foolproof way to reduce stress and anxiety while you boost your memory? Raise your IQ even as you slow down the aging process? Become more creative and train your ability to focus at the same time? The answer is simple: Move! Modern neuroscience and research has shown, more than ever, that physical exercise has extraordinary effects on our cognition. Physical activity, more so than Sudoku or crossword puzzles, optimizes our mental abilities and health in a way unparalleled by any drug, medication, or food supplement. And exercise doesn’t just enhance your health, energy and mood levels, and cognitive abilities. You will also learn: Why physical training is the best protection ag...
High-Arctic Ecosystem Dynamics in a Changing Climate
High-Arctic Ecosystem Dynamics in a Changing Climate is based on data collected during the past 10 years by Zackenberg Ecological Research Operations (ZERO) at Zackenberg Research Station in Northeast Greenland. This volume covers the function of Arctic ecosystems based on the most comprehensive long-term data set in the world from a well-defined Arctic ecosystem. Editors offer a comprehensive and authoritative analysis of how climate variability is influencing an Arctic ecosystem and how the Arctic ecosystems have inherent feedback mechanisms interacting with climate variability or change. - The latest research on the functioning of Arctic ecosystems - Supplements current books on arctic climate impact assessment as a case study for ecological specialists - Discusses the complex perpetuating effects on Earth - Vital information on modeling ecosystem responses to understand future climates
Compressed Sensing and its Applications
Since publication of the initial papers in 2006, compressed sensing has captured the imagination of the international signal processing community, and the mathematical foundations are nowadays quite well understood. Parallel to the progress in mathematics, the potential applications of compressed sensing have been explored by many international groups of, in particular, engineers and applied mathematicians, achieving very promising advances in various areas such as communication theory, imaging sciences, optics, radar technology, sensor networks, or tomography. Since many applications have reached a mature state, the research center MATHEON in Berlin focusing on "Mathematics for Key Technolo...
Cities in Transition
Cities in Transition focuses on the sustainability transitions initiated in 40 European cities. The book presents the incredible wealth of insights gathered through hundreds of interviews and questionnaires. Four key domains—local energy systems, local green spaces, local water systems and local labour markets—have been the focus of the field research investigating local potentials for social innovation and new forms of civil society self-organisation. Examining the potential of new organizational frameworks like co-operatives, multi-stakeholder constructions, local-regional partnerships and networks for the success of such transitions, this book presents the key ingredients of a sustainable urban community as a viable concept to address current global financial, environmental and social challenges. Crucial reading for academics and practitioners of urban planning and sustainability in Europe, Cities in Transition is an innovative roadmap for sustainability in changing cities.
Housing Displacement
This book examines reasons, processes and consequences of housing displacement in different geographical contexts. It explores displacement as a prime act of housing injustice – a central issue in urban injustices. With international case studies from the US, the UK, Australia, Canada, India, Spain, Denmark, Sweden, and Hungary, this book explores how housing displacement processes are more diverse and mutate into more new forms than have been acknowledged in the literature. It emphasizes a need to look beyond the existing rich gentrification literature to give primacy to researching processes of displacement to understand the socio-spatial change in the city. Although it is empirically an...
