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  • Deep Learning for Crack-Like Object Detection

    Computer vision-based crack-like object detection has many useful applications, such as inspecting/monitoring pavement surface, underground pipeline, bridge cracks, railway tracks etc. However, in most contexts, cracks appear as thin, irregular long-narrow objects, and often are buried in complex, textured background with high diversity which make the crack detection very challenging. During the ... Leer más

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  • Wireless Mesh Networking

    A Complete Roadmap to Wireless Mesh Network Design Principles and Practices Using WiFi, WiMAX, and ZigBEE!Wireless Mesh Networking provides everything needed to create in-demand wireless mesh networks that provide wireless broadband access over wide areas. This resource presents a complete roadmap to the design and operation of wireless mesh networks, covering basic principles, key standards, and ... Leer más

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  • Intelligent Systems

    Modeling, Optimization, and Control

    Series series Automation and Control Engineering
    Providing a thorough introduction to the field of soft computing techniques, Intelligent Systems: Modeling, Optimization, and Control covers every major technique in artificial intelligence in a clear and practical style. This book highlights current research and applications, addresses issues encountered in the development of applied systems, and describes a wide range of intelligent systems ... Leer más

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  • Bio-Inspired Computation and Applications in Image Processing

    Bio-Inspired Computation and Applications in Image Processing summarizes the latest developments in bio-inspired computation in image processing, focusing on nature-inspired algorithms that are linked with deep learning, such as ant colony optimization, particle swarm optimization, and bat and firefly algorithms that have recently emerged in the field. In addition to documenting state-of-the-art ... Leer más

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  • Guide to Convolutional Neural Networks

    A Practical Application to Traffic-Sign Detection and Classification

    Series series Computer Science (R0)
    This must-read text/reference introduces the fundamental concepts of convolutional neural networks (ConvNets), offering practical guidance on using libraries to implement ConvNets in applications of traffic sign detection and classification. The work presents techniques for optimizing the computational efficiency of ConvNets, as well as visualization techniques to better understand the underlying ... Leer más

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  • Algorithm & SoC Design for Automotive Vision Systems

    For Smart Safe Driving System

    Edición de Hyunchul Shin, Jaeseok Kim ...
    Series series Engineering (R0)
    An emerging trend in the automobile industry is its convergence with information technology (IT). Indeed, it has been estimated that almost 90% of new automobile technologies involve IT in some form. Smart driving technologies that improve safety as well as green fuel technologies are quite representative of the convergence between IT and automobiles. The smart driving technologies include three ... Leer más

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  • New Directions in Wireless Communications Systems

    From Mobile to 5G

    Beyond 2020, wireless communication systems will have to support more than 1,000 times the traffic volume of today's systems. This extremely high traffic load is a major issue faced by 5G designers and researchers. This challenge will be met by a combination of parallel techniques that will use more spectrum more flexibly, realize higher spectral efficiency, and densify cells. Novel techniques and ... Leer más

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  • Intelligent Automation and Computer Engineering

    Edición de Oscar Castillo, He Huang ...
    Series series Engineering (R0)
    A large international conference in Intelligent Automation and Computer Engineering was held in Hong Kong, March 18-20, 2009, under the auspices of the International MultiConference of Engineers and Computer Scientists (IMECS 2009). The IMECS is organized by the International Association of Engineers (IAENG). Intelligent Automation and Computer Engineering contains 37 revised and extended research ... Leer más

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  • Wireless Communications

    From Fundamentals to Beyond 5G

    Series series IEEE Press
    An in-depth and comprehensive treatment of wireless communication technology ranging from the fundamentals to the newest research resultsThe expanded and completely revised Third Edition of Wireless Communications delivers an essential text in wireless communication technology that combines mathematical descriptions with intuitive explanations of the physical facts that enable readers to acquire a ... Leer más

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  • Basic Prediction Techniques in Modern Video Coding Standards

    Series series Engineering (R0)
    This book discusses in detail the basic algorithms of video compression that are widely used in modern video codec. The authors dissect complicated specifications and present material in a way that gets readers quickly up to speed by describing video compression algorithms succinctly, without going to the mathematical details and technical specifications. For accelerated learning, hybrid codec ... Leer más

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  • Generative Adversarial Networks for Image-to-Image Translation

    Generative Adversarial Networks (GAN) have started a revolution in Deep Learning, and today GAN is one of the most researched topics in Artificial Intelligence. Generative Adversarial Networks for Image-to-Image Translation provides a comprehensive overview of the GAN (Generative Adversarial Network) concept starting from the original GAN network to various GAN-based systems such as Deep ... Leer más

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  • Approximate Computing

    Edición de Weiqiang Liu, Fabrizio Lombardi ...
    Series series Computer Science (R0)
    This book explores the technological developments at various levels of abstraction, of the new paradigm of approximate computing. The authors describe in a single-source the state-of-the-art, covering the entire spectrum of research activities in approximate computing, bridging device, circuit, architecture, and system levels. Content includes tutorials, reviews and surveys of current theoretical ... Leer más

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