9781032565170 - video based machine learning for traffic intersections de banerjee, tania; huang, xiaohui; wu, aotian; chen, ke; rangarajan, anand; ranka, sanjay (12 resultados)
Video Based Machine Learning for Traffic Intersections
Banerjee, Tania; Huang, Xiaohui; Wu, Aotian; Chen, Ke; Rangarajan, Anand
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Librería: GreatBookPrices, Columbia, MD, Estados Unidos de AmericaGreatBookPrices
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EUR 71,59
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Video Based Machine Learning for Traffic Intersections
Banerjee, Tania; Huang, Xiaohui; Wu, Aotian; Chen, Ke; Rangarajan, Anand
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Librería: GreatBookPrices, Columbia, MD, Estados Unidos de AmericaGreatBookPrices
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EUR 74,37
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Video Based Machine Learning for Traffic Intersections
Banerjee, Tania; Huang, Xiaohui; Wu, Aotian; Chen, Ke; Rangarajan, Anand; Ranka, Sanjay
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Librería: California Books, Miami, FL, Estados Unidos de AmericaCalifornia Books
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EUR 76,74
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Librería: PBShop.store US, Wood Dale, IL, Estados Unidos de AmericaPBShop.store US
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EUR 82,34
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Video Based Machine Learning for Traffic Intersections
Banerjee, Tania; Huang, Xiaohui; Wu, Aotian; Chen, Ke; Rangarajan, Anand; Ranka, Sanjay
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Librería: Majestic Books, Hounslow, Reino UnidoMajestic Books
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Librería: PBShop.store UK, Fairford, GLOS, Reino UnidoPBShop.store UK
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PAP. Condición: New. New Book. Shipped from UK. Established seller since 2000.
Video Based Machine Learning for Traffic Intersections
Banerjee, Tania; Huang, Xiaohui; Wu, Aotian; Chen, Ke; Rangarajan, Anand
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Librería: GreatBookPricesUK, Woodford Green, Reino UnidoGreatBookPricesUK
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EUR 72,65
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Video Based Machine Learning for Traffic Intersections
Banerjee, Tania; Huang, Xiaohui; Wu, Aotian; Chen, Ke; Rangarajan, Anand; Ranka, Sanjay
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Librería: Books Puddle, New York, NY, Estados Unidos de AmericaBooks Puddle
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EUR 87,42
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Condición: New. pages cm First Includes bibliographical references and index.
Video Based Machine Learning for Traffic Intersections
Banerjee, Tania; Huang, Xiaohui; Wu, Aotian; Chen, Ke; Rangarajan, Anand
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Librería: GreatBookPricesUK, Woodford Green, Reino UnidoGreatBookPricesUK
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EUR 80,24
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Condición: New.
Video Based Machine Learning for Traffic Intersections
Banerjee, Tania; Huang, Xiaohui; Wu, Aotian; Chen, Ke; Rangarajan, Anand; Ranka, Sanjay
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Librería: Biblios, frankfurt am main, HESSE, AlemaniaBiblios
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EUR 87,99
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Condición: New. pages cm.
Video Based Machine Learning for Traffic Intersections
Banerjee, Tania/ Huang, Xiaohui/ Wu, Aotian/ Chen, Ke/ Rangarajan, Anand
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Librería: Revaluation Books, Exeter, Reino UnidoRevaluation Books
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EUR 99,50
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Paperback. Condición: Brand New. 194 pages. 9.18x6.12x9.21 inches. In Stock.
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Librería: CitiRetail, Stevenage, Reino UnidoCitiRetail
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EUR 86,05
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Paperback. Condición: new. Paperback. 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, includ…ing 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 intersectionHas the potential to proactively identify potential conflict situations and develop an early warning system for real-time vehicle-vehicle and pedestrian-vehicle conflicts 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. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.
