Chen xiaohui (70 Ergebnisse)

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Zustand: New. 1st ed. 2021 edition NO-PA16APR2015-KAP.

Paperback. Zustand: New. 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 intersectionHas the potential to proactively identify potential conflict situations and develop an early warning system for real-time vehicle-vehicle and pedestrian-vehicle conflicts.…

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book constitutes revised selected papers from the workshops of the 5thAsia-Pacific Web and Web-Age Information Management International Joint Conference on Web and Big Data,APWeb-WAIM 2021:The Fourth International Workshop on Knowledge Graph Management and Applications, KGMA 2021, TheThird International Workshop on Semi-structured Big Data Management and Application,SemiBDMA 2021, and TheSecond International Workshop on Deep Learning in Large-scale Unstructured Data Analytics, DeepLUDA 2021, held inGuangzhou, China, in August 2021.Due to the COVID-19 pandemic the conference was held online.The 11 papers were thoroughly reviewed and selected from the 28 submissions and present recent research onthe theory, design, and implementation of data management systems.…

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Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book constitutes the refereed proceedings of the 15th Information Retrieval Technology Conference, AIRS 2019, held in Hong Kong,China, in November 2019.The 14 full papers presented together with 3 short papers were carefully reviewed and selected from 27 submissions. The scope of theconference covers applications, systems, technologies and theory aspects of information retrieval in text, audio, image, video andmultimedia data.…

Taschenbuch. Zustand: Neu. Information Retrieval Technology | 15th Asia Information Retrieval Societies Conference, AIRS 2019, Hong Kong, China, November 7-9, 2019, Proceedings | Fu Lee Wang (u. a.) | Taschenbuch | Lecture Notes in Computer Science | xii | Englisch | 2020 | Springer | EAN 9783030428341 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.…

Taschenbuch. Zustand: Neu. Druck auf Anfrage Neuware - Printed after ordering - This volume constitutes the papers of several workshops which were held in conjunction with the 28th International Conference on Database Systems for Advanced Applications, DASFAA 2023, held in Tanjin, China, in April 2023. The 23 revised full papers presented in this book were carefully reviewed and selected from 40 submissions. DASFAA 2023 presents the following four workshops: 9th International Workshop on Big Data Management and Service (BDMS 2023), 8th International Workshop on Big Data Quality Management (BDQM 2023); 7th International Workshop on Graph Data Management and Analysis (GDMA 2023); 1st International Workshop on Bundle-based Recommendation Systems (BundleRS 2023).…

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Taschenbuch. Zustand: Neu. Web and Big Data. APWeb-WAIM 2021 International Workshops | KGMA 2021, SemiBDMA 2021, DeepLUDA 2021, Guangzhou, China, August 23-25, 2021, Revised Selected Papers | Yunjun Gao (u. a.) | Taschenbuch | xiv | Englisch | 2021 | Springer | EAN 9789811681424 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu.…