VEHICLE LOCALISATION AND CLASSIFICATION IN URBAN CCTV STREAMS

机译：城市央视流域中的车辆定位和分类

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This paper presents an introduction to video analysis tools for urban traffic management. Based on a review of the limitation of current systems, a framework for localising and classifying cars in real-world coordinates is introduced as part of a project at Transport for London. Vehicle detection is performed using either motion silhouettes or 3DHOG (3D extended Histograms of Oriented Gradients). The latter is more robust in urban environments. Qualitative and quantitative evaluation of the proposed systems is provided with an outlook on further development potential.

机译：本文介绍了用于城市交通管理的视频分析工具。在回顾了当前系统的局限性的基础上，作为伦敦交通运输项目的一部分，引入了用于在现实坐标中对汽车进行定位和分类的框架。可以使用运动轮廓或3DHOG（定向梯度的3D扩展直方图）执行车辆检测。后者在城市环境中更强大。对拟议系统的定性和定量评估提供了对进一步发展潜力的展望。

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来源
《World congress and exhibition on intelligent transport systems and services;ITS world congress》|2009年|p.1-8|共8页
会议地点 Stockholm(SE);Stockholm(SE)
作者
Norbert Buch; Mark Cracknell; James Orwell; Sergio A. Velastin;
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作者单位

Kingston University, Penrhyn Road, Kingston upon Thames, KT1 2EE, United Kingdom norbert.buch@kingston.ac.uk;

Transport for London, Palestra, 197 Blackfriars Road, London, SE1 8NJ, United Kingdom;

Kingston University, Penrhyn Road, Kingston upon Thames, KT1 2EE, United Kingdom,james.orwell@kingston.ac.uk;

Kingston University, Penrhyn Road, Kingston upon Thames, KT1 2EE, United Kingdom,sergio.velastin@kingston.ac.uk;

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原文格式 PDF
正文语种 eng
中图分类电子计算机在公路运输和公路工程中的应用;
关键词
vehicle detection; road user classification; pedestrian; urban traffic; visual surveillance; video analysis; computer vision;

机译：车辆检测;道路用户分类;行人;城市交通;视觉监控;视频分析;计算机视觉;

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机译：基于城市道路车辆特征的浊度和车辆分类的车辆检测实时系统
2. Accuracy Analysis for GNSS-based Urban Land Vehicle Localisation System [J] . Federico Grasso Toro, Uwe Becker, Damian Eduardo Diaz Fuentes, IFAC PapersOnLine . 2016,第3期

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3. Distributed and collaborative real-time vehicle detection and classification over the video streams [J] . Kul Seda, Eken Suleyman, Sayar Ahmet International Journal of Advanced Robotic Systems . 2017,第期

机译：通过视频流分布和协作实时车辆检测和分类
4. VEHICLE LOCALISATION AND CLASSIFICATION IN URBAN CCTV STREAMS [C] . World congress and exhibition on intelligent transport systems and services . 2009

机译：城市中央电视台溪流的车辆本地化和分类
5. Assessment and classification of a modified urban stream: Schneider Creek, Kitchener, Ontario [D] . Carnegie, J. Andrew 2006

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6. Efficient Streaming Mass Spatio-Temporal Vehicle Data Access in Urban Sensor Networks Based on Apache Storm [O] . Lianjie Zhou, Nengcheng Chen, Zeqiang Chen 2017

机译：基于Apache Storm的城市传感器网络中高效流式传输时空车辆数据访问
7. Classifying and tracking vehicles in urban CCTV streams [O] . Buch Norbert 100

机译：分类和跟踪城市CCTV流中的车辆
8. Statistical Methods for Passive Vehicle Classification in Urban Traffic Surveillance and Control [R] . Houpt, P. K. 1980

机译：城市交通监控中被动车辆分类统计方法

VEHICLE LOCALISATION AND CLASSIFICATION IN URBAN CCTV STREAMS

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