Rapidly Deployable Low Cost Traffic Data And Video Collection Device
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Rapidly Deployable Low Cost Traffic Data And Video Collection Device
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Author : Jory Andrew Schwach
language : en
Publisher:
Release Date : 2009
Rapidly Deployable Low Cost Traffic Data And Video Collection Device written by Jory Andrew Schwach and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2009 with Automatic data collection systems categories.
Transportation practitioners, planners, and researchers lack the availability of an easily deployable, non-intrusive, portable, low-cost device for traffic data collection and video recording at intersections and arterials as well as temporary remote surveillance. The necessary data usually includes volumes, speeds, classification, turning movements, queue size and length, conflicting movements, and time headways. They also include recording of traffic characteristics, accidents and other special situations. A visual record of traffic characteristics at intersections, arterials, or other locations can also be used for extensive analysis and research leading to improved safety and control practices. In this report, the development and demonstration of a low-cost, practical, rapidly deployable video recording and data collection device is presented along with the design, deployment, and data extraction process. Its major advantage at intersections is that only one unit can cover an entire intersection up to 5 lanes per incoming approach wide (20 incoming lanes total), which should be sufficient for the overwhelming majority of intersections. In addition it has the potential of extracting turning movements automatically including optional lanes through advanced machine vision or radar sensors.
Video Based Machine Learning For Traffic Intersections
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Author : Tania Banerjee
language : en
Publisher: CRC Press
Release Date : 2023-10-17
Video Based Machine Learning For Traffic Intersections written by Tania Banerjee and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-10-17 with Computers categories.
Video Based Machine Learning for Traffic Intersections describes the development of computer vision and machine learning-based applications for Intelligent Transportation Systems (ITS) and the challenges encountered during their deployment. This book presents several novel approaches, including a two-stream convolutional network architecture for vehicle detection, tracking, and near-miss detection; an unsupervised approach to detect near-misses in fisheye intersection videos using a deep learning model combined with a camera calibration and spline-based mapping method; and algorithms that utilize video analysis and signal timing data to accurately detect and categorize events based on the phase and type of conflict in pedestrian-vehicle and vehicle-vehicle interactions. The book makes use of a real-time trajectory prediction approach, combined with aligned Google Maps information, to estimate vehicle travel time across multiple intersections. Novel visualization software, designed by the authors to serve traffic practitioners, is used to analyze the efficiency and safety of intersections. The software offers two modes: a streaming mode and a historical mode, both of which are useful to traffic engineers who need to quickly analyze trajectories to better understand traffic behavior at an intersection. Overall, this book presents a comprehensive overview of the application of computer vision and machine learning to solve transportation-related problems. Video Based Machine Learning for Traffic Intersections demonstrates how these techniques can be used to improve safety, efficiency, and traffic flow, as well as identify potential conflicts and issues before they occur. The range of novel approaches and techniques presented offers a glimpse of the exciting possibilities that lie ahead for ITS research and development. Key Features: Describes the development and challenges associated with Intelligent Transportation Systems (ITS) Provides novel visualization software designed to serve traffic practitioners in analyzing the efficiency and safety of an intersection Has the potential to proactively identify potential conflict situations and develop an early warning system for real-time vehicle-vehicle and pedestrian-vehicle conflicts
The Applicability Of Night Time Remote Sensing Data In Indian Context To Analyze Urban Dynamics
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Author : Avanesh Kumar Singh
language : en
Publisher: Lulu.com
Release Date : 2017-01-15
The Applicability Of Night Time Remote Sensing Data In Indian Context To Analyze Urban Dynamics written by Avanesh Kumar Singh and has been published by Lulu.com this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-01-15 with Education categories.
Urbanization is a basic element of human society's dynamics. It is a process of transformation from traditional, rural economies to modern, commercial one that comes with changes at spatial, social, economical and environmental level. Urbanization not only concentrates people(less than 3%%%% area of the globe is urbanized) it also creates hot spot for energy consumption, natural resource consumption and emission of pollutants and greenhouse gases, and act as nodes linking communication and transport infrastructure- themselves all too often a source of pressure on the surrounding environment (Herald Martin, 2010)
Fcc Record
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Author : United States. Federal Communications Commission
language : en
Publisher:
Release Date : 2006
Fcc Record written by United States. Federal Communications Commission and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with Telecommunication categories.
Annual Report
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Author : University of Minnesota. Intelligent Transportation Systems Institute
language : en
Publisher:
Release Date : 2001
Annual Report written by University of Minnesota. Intelligent Transportation Systems Institute and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2001 with Intelligent Vehicle Highway Systems categories.
Network World
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Author :
language : en
Publisher:
Release Date : 1994-09-05
Network World written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994-09-05 with categories.
For more than 20 years, Network World has been the premier provider of information, intelligence and insight for network and IT executives responsible for the digital nervous systems of large organizations. Readers are responsible for designing, implementing and managing the voice, data and video systems their companies use to support everything from business critical applications to employee collaboration and electronic commerce.
Building The Hyperconnected Society
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Author : Ovidiu Vermesan
language : en
Publisher: River Publishers
Release Date : 2015-06-16
Building The Hyperconnected Society written by Ovidiu Vermesan and has been published by River Publishers this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-06-16 with Computers categories.
This book aims to provide a broad overview of various topics of Internet of Things (IoT), ranging from research, innovation and development priorities to enabling technologies, nanoelectronics, cyber-physical systems, architecture, interoperability and industrial applications. All this is happening in a global context, building towards intelligent, interconnected decision making as an essential driver for new growth and co-competition across a wider set of markets. It is intended to be a standalone book in a series that covers the Internet of Things activities of the IERC – Internet of Things European Research Cluster from research to technological innovation, validation and deployment. The book builds on the ideas put forward by the European Research Cluster on the Internet of Things Strategic Research and Innovation Agenda, and presents global views and state of the art results on the challenges facing the research, innovation, development and deployment of IoT in future years. The concept of IoT could disrupt consumer and industrial product markets generating new revenues and serving as a growth driver for semiconductor, networking equipment, and service provider end-markets globally. This will create new application and product end-markets, change the value chain of companies that creates the IoT technology and deploy it in various end sectors, while impacting the business models of semiconductor, software, device, communication and service provider stakeholders. The proliferation of intelligent devices at the edge of the network with the introduction of embedded software and app-driven hardware into manufactured devices, and the ability, through embedded software/hardware developments, to monetize those device functions and features by offering novel solutions, could generate completely new types of revenue streams. Intelligent and IoT devices leverage software, software licensing, entitlement management, and Internet connectivity in ways that address many of the societal challenges that we will face in the next decade.
U S Industrial Outlook
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Author :
language : en
Publisher:
Release Date : 1994
U S Industrial Outlook written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Industries categories.
Construction 2004
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Author : National Research Council (U.S.). Transportation Research Board
language : en
Publisher:
Release Date : 2004
Construction 2004 written by National Research Council (U.S.). Transportation Research Board and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004 with Highway engineering categories.
Army
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Author :
language : en
Publisher:
Release Date : 1994
Army written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with Military art and science categories.