Red de sensores visuales PDF Download

Author: Fouad Sabry
Publisher: One Billion Knowledgeable
ISBN:
Category : Computers
Languages : es
Pages : 117

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Book Description
¿Qué es una red de sensores visuales? Una red de sensores visuales o una red de cámaras inteligentes o una red de cámaras inteligentes es una red de dispositivos de cámaras inteligentes distribuidos espacialmente capaces de procesar, intercambiar datos y fusionar imágenes de una escena desde una variedad de puntos de vista en alguna forma más útil que las imágenes individuales. Una red de sensores visuales puede ser un tipo de red de sensores inalámbricos, y gran parte de la teoría y aplicación de esta última se aplica a la primera. La red generalmente consta de las propias cámaras, que tienen algunas capacidades locales de procesamiento, comunicación y almacenamiento de imágenes, y posiblemente una o más computadoras centrales, donde los datos de imágenes de múltiples cámaras se procesan y fusionan aún más. Las redes de sensores visuales también brindan algunos servicios de alto nivel al usuario para que la gran cantidad de datos se pueda resumir en información de interés mediante consultas específicas. Cómo se beneficiará (I) Insights y validaciones sobre los siguientes temas: Capítulo 1: Red de sensores visuales Capítulo 2: Visión por computadora Capítulo 3: Smartdust Capítulo 4: Red de sensores inalámbricos Capítulo 5: Cámara inteligente Capítulo 6: Fusión de sensores Capítulo 7 : Edge Computing Capítulo 8: Sistema de posicionamiento interior Capítulo 9: Cuadrícula de sensores Capítulo 10: Privacidad visual (II) Respondiendo a las principales preguntas del público sobre la red de sensores visuales. (III) Ejemplos del mundo real para el uso de la red de sensores visuales en muchos campos. Para quién es este libro Profesionales, estudiantes de pregrado y posgrado, entusiastas, aficionados y aquellos que quieran ir más allá del conocimiento o información básica para cualquier tipo de Red de Sensores Visuales.

Author: Ang, Li-Minn
Publisher: IGI Global
ISBN: 1613501544
Category : Computers
Languages : en
Pages : 452

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Book Description
"This book provides a central source of reference on visual information processing in wireless sensor network environments and its technology, application, and society issues"--

Author: Li-minn Ang
Publisher:
ISBN:
Category :
Languages : en
Pages :

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Book Description
"This book provides a central source of reference on visual information processing in wireless sensor network environments and its technology, application, and society issues"-- Provided by publisher.

Author: Habib M. Ammari
Publisher: Springer Nature
ISBN: 3319923846
Category : Technology & Engineering
Languages : en
Pages : 794

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Book Description
This book presents a broad range of deep-learning applications related to vision, natural language processing, gene expression, arbitrary object recognition, driverless cars, semantic image segmentation, deep visual residual abstraction, brain–computer interfaces, big data processing, hierarchical deep learning networks as game-playing artefacts using regret matching, and building GPU-accelerated deep learning frameworks. Deep learning, an advanced level of machine learning technique that combines class of learning algorithms with the use of many layers of nonlinear units, has gained considerable attention in recent times. Unlike other books on the market, this volume addresses the challenges of deep learning implementation, computation time, and the complexity of reasoning and modeling different type of data. As such, it is a valuable and comprehensive resource for engineers, researchers, graduate students and Ph.D. scholars.

Author: Eduardo Bayro-Corrochano
Publisher: Springer
ISBN: 3319125680
Category : Computers
Languages : en
Pages : 1071

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Book Description
This book constitutes the refereed proceedings of the 19th Iberoamerican Congress on Pattern Recognition, CIARP 2014, held in Puerto Vallarta, Jalisco, Mexico, in November 2014. The 115 papers presented were carefully reviewed and selected from 160 submissions. The papers are organized in topical sections on image coding, processing and analysis; segmentation, analysis of shape and texture; analysis of signal, speech and language; document processing and recognition; feature extraction, clustering and classification; pattern recognition and machine learning; neural networks for pattern recognition; computer vision and robot vision; video segmentation and tracking.

Author: Li-minn Ang
Publisher: Springer Science & Business Media
ISBN: 3642382037
Category : Computers
Languages : en
Pages : 303

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Book Description
Traditional wireless sensor networks (WSNs) capture scalar data such as temperature, vibration, pressure, or humidity. Motivated by the success of WSNs and also with the emergence of new technology in the form of low-cost image sensors, researchers have proposed combining image and audio sensors with WSNs to form wireless multimedia sensor networks (WMSNs). This introduces practical and research challenges, because multimedia sensors, particularly image sensors, generate huge amounts of data to be processed and distributed within the network, while sensor nodes have restricted battery power and hardware resources. This book describes how reconfigurable hardware technologies such as field-programmable gate arrays (FPGAs) offer cost-effective, flexible platforms for implementing WMSNs, with a main focus on developing efficient algorithms and architectures for information reduction, including event detection, event compression, and multicamera processing for hardware implementations. The authors include a comprehensive review of wireless multimedia sensor networks, a complete specification of a very low-complexity, low-memory FPGA WMSN node processor, and several case studies that illustrate information reduction algorithms for visual event compression, detection, and fusion. The book will be of interest to academic researchers, R&D engineers, and computer science and engineering graduate students engaged with signal and video processing, computer vision, embedded systems, and sensor networks.

Author: Bir Bhanu
Publisher: Springer Science & Business Media
ISBN: 0857291270
Category : Computers
Languages : en
Pages : 476

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Book Description
Large-scale video networks are of increasing importance in a wide range of applications. However, the development of automated techniques for aggregating and interpreting information from multiple video streams in real-life scenarios is a challenging area of research. Collecting the work of leading researchers from a broad range of disciplines, this timely text/reference offers an in-depth survey of the state of the art in distributed camera networks. The book addresses a broad spectrum of critical issues in this highly interdisciplinary field: current challenges and future directions; video processing and video understanding; simulation, graphics, cognition and video networks; wireless video sensor networks, communications and control; embedded cameras and real-time video analysis; applications of distributed video networks; and educational opportunities and curriculum-development. Topics and features: presents an overview of research in areas of motion analysis, invariants, multiple cameras for detection, object tracking and recognition, and activities in video networks; provides real-world applications of distributed video networks, including force protection, wide area activities, port security, and recognition in night-time environments; describes the challenges in graphics and simulation, covering virtual vision, network security, human activities, cognitive architecture, and displays; examines issues of multimedia networks, registration, control of cameras (in simulations and real networks), localization and bounds on tracking; discusses system aspects of video networks, with chapters on providing testbed environments, data collection on activities, new integrated sensors for airborne sensors, face recognition, and building sentient spaces; investigates educational opportunities and curriculum development from the perspective of computer science and electrical engineering. This unique text will be of great interest to researchers and graduate students of computer vision and pattern recognition, computer graphics and simulation, image processing and embedded systems, and communications, networks and controls. The large number of example applications will also appeal to application engineers.

Author: Paolo Spagnolo
Publisher: Springer
ISBN: 3319108077
Category : Computers
Languages : en
Pages : 463

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Book Description
This book provides a broad overview of both the technical challenges in sensor network development, and the real-world applications of distributed sensing. Important aspects of distributed computing in large-scale networked sensor systems are analyzed in the context of human behavior understanding, including topics on systems design tools and techniques. Additionally, the book examines a varied range of applications. Features: contains valuable contributions from an international selection of leading experts in the field; presents a high-level introduction to the aims and motivations underpinning distributed sensing; describes decision-making algorithms in the presence of complex sensor networks; provides a detailed analysis of the design, implementation, and development of a distributed network of homogeneous or heterogeneous sensors; reviews the application of distributed sensing to human behavior understanding and autonomous intelligent vehicles; includes a helpful glossary and a list of acronyms.

Author: Miguel Antonio Wister Ovando
Publisher: Academic Press
ISBN: 0128123206
Category : Science
Languages : en
Pages : 316

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Book Description
Intelligent Data Sensing and Processing for Health and Well-being Applications uniquely combines full exploration of the latest technologies for sensor-collected intelligence with detailed coverage of real-case applications for healthcare and well-being at home and in the workplace. Forward-thinking in its approach, the book presents concepts and technologies needed for the implementation of today's mobile, pervasive and ubiquitous systems, and for tomorrow’s IoT and cyber-physical systems. Users will find a detailed overview of the fundamental concepts of gathering, processing and analyzing data from devices disseminated in the environment, as well as the latest proposals for collecting, processing and abstraction of data-sets. In addition, the book addresses algorithms, methods and technologies for diagnosis and informed decision-making for healthcare and well-being. Topics include emotional interface with ambient intelligence and emerging applications in detection and diagnosis of neurological diseases. Finally, the book explores the trends and challenges in an array of areas, such as applications for intelligent monitoring in the workplace for well-being, acquiring data traffic in cities to improve the assistance of first aiders, and applications for supporting the elderly at home. Examines the latest applications and future directions for mobile data sensing in an array of health and well-being scenarios Combines leading computing paradigms and technologies, development applications, empirical studies, and future trends in the multidisciplinary field of smart sensors, smart sensor networks, data analysis and machine intelligence methods Features an analysis of security, privacy and ethical issues in smart sensor health and well-being applications Equips readers interested in interdisciplinary projects in ubiquitous computing or pervasive computing and ambient intelligence with the latest trends and developments

Author: Mohamed Mostafa A. Azim
Publisher: CRC Press
ISBN: 1482253135
Category : Computers
Languages : en
Pages : 292

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Book Description
Wireless sensor networks (WSNs) are a special class of ad hoc network in which network nodes composed of tiny sensors pass data such as temperature, pressure, and humidity through the network to a central location. Wireless sensor multimedia networks (WSMNs) are a special category of WSNs in which the sensor nodes are small cameras and microphones