GB2572717B - A Method for Urban Traffic Incident Detecting - Google Patents

A Method for Urban Traffic Incident Detecting Download PDF

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Publication number
GB2572717B
GB2572717B GB1909405.1A GB201909405A GB2572717B GB 2572717 B GB2572717 B GB 2572717B GB 201909405 A GB201909405 A GB 201909405A GB 2572717 B GB2572717 B GB 2572717B
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Prior art keywords
urban traffic
traffic incident
incident detecting
detecting
urban
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GB1909405.1A
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GB2572717A (en
GB201909405D0 (en
Inventor
Du Yuchuan
Deng Fuwen
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OGrands Innovation Inc
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OGrands Innovation Inc
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Priority to GB2009833.1A priority Critical patent/GB2582531B/en
Priority to GB2009834.9A priority patent/GB2582532B/en
Publication of GB201909405D0 publication Critical patent/GB201909405D0/en
Publication of GB2572717A publication Critical patent/GB2572717A/en
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    • G—PHYSICS
    • G08—SIGNALLING
    • G08G—TRAFFIC CONTROL SYSTEMS
    • G08G1/00—Traffic control systems for road vehicles
    • G—PHYSICS
    • G08—SIGNALLING
    • G08G—TRAFFIC CONTROL SYSTEMS
    • G08G1/00—Traffic control systems for road vehicles
    • G08G1/01—Detecting movement of traffic to be counted or controlled
    • G08G1/0104—Measuring and analyzing of parameters relative to traffic conditions
    • G08G1/0108—Measuring and analyzing of parameters relative to traffic conditions based on the source of data
    • G08G1/0112—Measuring and analyzing of parameters relative to traffic conditions based on the source of data from the vehicle, e.g. floating car data [FCD]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
    • G—PHYSICS
    • G08—SIGNALLING
    • G08G—TRAFFIC CONTROL SYSTEMS
    • G08G1/00—Traffic control systems for road vehicles
    • G08G1/01—Detecting movement of traffic to be counted or controlled
    • G—PHYSICS
    • G08—SIGNALLING
    • G08G—TRAFFIC CONTROL SYSTEMS
    • G08G1/00—Traffic control systems for road vehicles
    • G08G1/01—Detecting movement of traffic to be counted or controlled
    • G08G1/0104—Measuring and analyzing of parameters relative to traffic conditions
    • G08G1/0125—Traffic data processing
    • G08G1/0129—Traffic data processing for creating historical data or processing based on historical data
    • G—PHYSICS
    • G08—SIGNALLING
    • G08G—TRAFFIC CONTROL SYSTEMS
    • G08G1/00—Traffic control systems for road vehicles
    • G08G1/01—Detecting movement of traffic to be counted or controlled
    • G08G1/0104—Measuring and analyzing of parameters relative to traffic conditions
    • G08G1/0125—Traffic data processing
    • G08G1/0133—Traffic data processing for classifying traffic situation
    • G—PHYSICS
    • G08—SIGNALLING
    • G08G—TRAFFIC CONTROL SYSTEMS
    • G08G1/00—Traffic control systems for road vehicles
    • G08G1/01—Detecting movement of traffic to be counted or controlled
    • G08G1/0104—Measuring and analyzing of parameters relative to traffic conditions
    • G08G1/0137—Measuring and analyzing of parameters relative to traffic conditions for specific applications
    • G08G1/0141—Measuring and analyzing of parameters relative to traffic conditions for specific applications for traffic information dissemination

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Chemical & Material Sciences (AREA)
  • Analytical Chemistry (AREA)
  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • Databases & Information Systems (AREA)
  • General Engineering & Computer Science (AREA)
  • Traffic Control Systems (AREA)
GB1909405.1A 2016-12-30 2017-12-30 A Method for Urban Traffic Incident Detecting Active GB2572717B (en)

Priority Applications (2)

Application Number Priority Date Filing Date Title
GB2009833.1A GB2582531B (en) 2016-12-30 2017-12-30 Method for detecting traffic anomally of urban road with equidistant spatial-temporal division
GB2009834.9A GB2582532B (en) 2016-12-30 2017-12-30 Method for detecting traffic anomaly of urban road based on peak hour traffic flow rate

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
PCT/IB2016/058105 WO2018122585A1 (en) 2016-12-30 2016-12-30 Method for urban road traffic incident detecting based on floating-car data
PCT/IB2017/058531 WO2018122801A1 (en) 2016-12-30 2017-12-30 Method for detecting traffic anomaly of urban road

Publications (3)

Publication Number Publication Date
GB201909405D0 GB201909405D0 (en) 2019-08-14
GB2572717A GB2572717A (en) 2019-10-09
GB2572717B true GB2572717B (en) 2020-08-05

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Family Applications (11)

Application Number Title Priority Date Filing Date
GBGB1711408.3A Ceased GB201711408D0 (en) 2016-12-30 2016-12-30 Early entry
GBGB1909409.3A Ceased GB201909409D0 (en) 2016-12-30 2017-12-30 Traffic anomaly detection method based on time distribution of travels
GB1905907.0A Active GB2569924B (en) 2016-12-30 2017-12-30 Travel time distribution-based multimodal traffic anomaly detection method
GB2009834.9A Active GB2582532B (en) 2016-12-30 2017-12-30 Method for detecting traffic anomaly of urban road based on peak hour traffic flow rate
GB2100341.3A Active GB2587588B (en) 2016-12-30 2017-12-30 A method for detecting traffic anomaly with non-equidistant spatial-temporal division based on peak hour traffic flow rate
GBGB1909407.7A Ceased GB201909407D0 (en) 2016-12-30 2017-12-30 Multimodal road traffic anomaly detection method
GBGB1909406.9A Ceased GB201909406D0 (en) 2016-12-30 2017-12-30 Multimodal road traffic anomaly detection method
GB1909405.1A Active GB2572717B (en) 2016-12-30 2017-12-30 A Method for Urban Traffic Incident Detecting
GB2100340.5A Active GB2588556B (en) 2016-12-30 2017-12-30 A method for detecting traffic anomaly based on travel time distribution with equidistant spatial-temporal division
GBGB1909408.5A Ceased GB201909408D0 (en) 2016-12-30 2017-12-30 Road traffic anomaly detection method using non-isometric time/space divison
GB2009833.1A Active GB2582531B (en) 2016-12-30 2017-12-30 Method for detecting traffic anomally of urban road with equidistant spatial-temporal division

Family Applications Before (7)

Application Number Title Priority Date Filing Date
GBGB1711408.3A Ceased GB201711408D0 (en) 2016-12-30 2016-12-30 Early entry
GBGB1909409.3A Ceased GB201909409D0 (en) 2016-12-30 2017-12-30 Traffic anomaly detection method based on time distribution of travels
GB1905907.0A Active GB2569924B (en) 2016-12-30 2017-12-30 Travel time distribution-based multimodal traffic anomaly detection method
GB2009834.9A Active GB2582532B (en) 2016-12-30 2017-12-30 Method for detecting traffic anomaly of urban road based on peak hour traffic flow rate
GB2100341.3A Active GB2587588B (en) 2016-12-30 2017-12-30 A method for detecting traffic anomaly with non-equidistant spatial-temporal division based on peak hour traffic flow rate
GBGB1909407.7A Ceased GB201909407D0 (en) 2016-12-30 2017-12-30 Multimodal road traffic anomaly detection method
GBGB1909406.9A Ceased GB201909406D0 (en) 2016-12-30 2017-12-30 Multimodal road traffic anomaly detection method

Family Applications After (3)

Application Number Title Priority Date Filing Date
GB2100340.5A Active GB2588556B (en) 2016-12-30 2017-12-30 A method for detecting traffic anomaly based on travel time distribution with equidistant spatial-temporal division
GBGB1909408.5A Ceased GB201909408D0 (en) 2016-12-30 2017-12-30 Road traffic anomaly detection method using non-isometric time/space divison
GB2009833.1A Active GB2582531B (en) 2016-12-30 2017-12-30 Method for detecting traffic anomally of urban road with equidistant spatial-temporal division

Country Status (3)

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CN (7) CN109923595B (en)
GB (11) GB201711408D0 (en)
WO (7) WO2018122585A1 (en)

Families Citing this family (108)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108388540B (en) * 2018-03-01 2022-09-23 兰州交通大学 Road network selection method based on fuzzy comprehensive evaluation
CN110766936A (en) * 2018-07-25 2020-02-07 高德软件有限公司 Traffic running state sensing method and system based on multi-source data fusion
EP3867720A1 (en) * 2018-10-15 2021-08-25 Starship Technologies OÜ Method and system for operating a mobile robot
US11100793B2 (en) * 2019-01-15 2021-08-24 Waycare Technologies Ltd. System and method for detection and quantification of irregular traffic congestion
CN109871876B (en) * 2019-01-22 2023-08-08 东南大学 Expressway road condition identification and prediction method based on floating car data
CN111613047B (en) * 2019-02-26 2022-07-08 阿里巴巴集团控股有限公司 Information processing method and device
CN109948701B (en) * 2019-03-19 2022-08-16 太原科技大学 Data clustering method based on space-time correlation among tracks
CN109918368A (en) * 2019-03-27 2019-06-21 成都市公安科学技术研究所 A kind of system and method that vehicle driver is identified by Track association degree
CN110197293A (en) * 2019-04-15 2019-09-03 同济大学 Timesharing rent-a-car Travel Demand Forecasting method and system based on floating car data
CN110322054B (en) * 2019-06-14 2023-04-28 中交第一公路勘察设计研究院有限公司 Optimized layout method of road section traffic monitor
CN110298500B (en) * 2019-06-19 2022-11-08 大连理工大学 Urban traffic track data set generation method based on taxi data and urban road network
CN112135239B (en) * 2019-06-25 2023-03-17 杭州萤石软件有限公司 Position monitoring method and device
US11587448B2 (en) 2019-07-26 2023-02-21 General Electric Company Systems and methods for manifolds learning of airline network data
CN110634288B (en) * 2019-08-30 2022-06-21 上海电科智能系统股份有限公司 Multi-dimensional urban traffic abnormal event identification method based on ternary Gaussian mixture model
CN110533249B (en) * 2019-09-02 2021-09-14 合肥工业大学 Metallurgical enterprise energy consumption prediction method based on integrated long-term and short-term memory network
CN110716925B (en) * 2019-09-05 2023-08-04 中电科大数据研究院有限公司 Cross-border behavior recognition method based on track analysis
CN110674858B (en) * 2019-09-16 2023-06-09 长沙理工大学 Traffic public opinion detection method based on space-time correlation and big data mining
CN110795467B (en) * 2019-09-26 2024-02-27 腾讯大地通途（北京）科技有限公司 Traffic rule data processing method, device, storage medium and computer equipment
CN110895598B (en) * 2019-10-23 2021-09-14 山东九州信泰信息科技股份有限公司 Real-time anomaly detection parallelization method based on multi-source prediction
JP7226248B2 (en) * 2019-10-31 2023-02-21 トヨタ自動車株式会社 Communication device and abnormality determination device
US11587433B2 (en) 2019-10-31 2023-02-21 Here Global B.V. Method, apparatus, and system for probe anomaly detection
CN110956803A (en) * 2019-11-14 2020-04-03 深圳尚桥信息技术有限公司 Multi-mode-based vehicle detection method and system
CN110941278B (en) * 2019-12-20 2023-05-23 交控科技股份有限公司 Dynamic safety analysis method in station
CN111192454B (en) * 2020-01-07 2021-06-01 中山大学 Traffic abnormity identification method and system based on travel time evolution and storage medium
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US11828860B2 (en) 2021-08-27 2023-11-28 International Business Machines Corporation Low-sampling rate GPS trajectory learning
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CN117706478B (en) * 2024-02-02 2024-05-03 腾讯科技（深圳）有限公司 Positioning drift identification method, device, equipment and storage medium
CN117688505B (en) * 2024-02-04 2024-04-19 河海大学 Prediction method and system for vegetation large-range regional negative abnormality
CN117894181B (en) * 2024-03-14 2024-05-07 北京动视元科技有限公司 Global traffic abnormal condition integrated monitoring method and system

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101976505A (en) * 2010-10-25 2011-02-16 中国科学院深圳先进技术研究院 Traffic evaluation method and system
CN103971521A (en) * 2014-05-19 2014-08-06 清华大学 Method and device for detecting road traffic abnormal events in real time
CN104573116A (en) * 2015-02-05 2015-04-29 哈尔滨工业大学 Taxi GPS data mining based traffic abnormality recognition method
CN104657746A (en) * 2015-01-29 2015-05-27 电子科技大学 Anomaly detection method based on vehicle trajectory similarity
KR101598343B1 (en) * 2014-09-23 2016-02-29 목원대학교 산학협력단 System for automatically Identifying spatio-temporal congestion patterns and method thereof
US20160267789A1 (en) * 2014-12-01 2016-09-15 Here Global B.V. Traffic Classification Based on Spatial Neighbor Model

Family Cites Families (65)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH05250598A (en) * 1992-03-06 1993-09-28 Matsushita Electric Ind Co Ltd Traffic information providing device
JPH07220193A (en) * 1994-01-28 1995-08-18 Nagoya Denki Kogyo Kk Traffic condition discriminating device
JP4200747B2 (en) * 2001-11-27 2008-12-24 富士ゼロックス株式会社 Movement information classification device, movement information classification method, and movement information classification program
US7187800B2 (en) * 2002-08-02 2007-03-06 Computerized Medical Systems, Inc. Method and apparatus for image segmentation using Jensen-Shannon divergence and Jensen-Renyi divergence
DE102005002760B4 (en) * 2004-01-20 2018-05-24 Volkswagen Ag Device and method for accident prevention in motor vehicles
US7522995B2 (en) * 2004-02-05 2009-04-21 Nortrup Edward H Method and system for providing travel time information
CN102254434B (en) * 2006-03-03 2013-05-01 因瑞克斯有限公司 Assessing road traffic conditions using data from mobile data sources
US7460948B2 (en) * 2006-03-10 2008-12-02 Gm Global Technology Operations, Inc. Traffic notification system for reporting traffic anomalies based on historical probe vehicle data
JP4591395B2 (en) * 2006-03-31 2010-12-01 アイシン・エィ・ダブリュ株式会社 Navigation system
CN100492434C (en) * 2006-11-30 2009-05-27 上海交通大学 Traffic flow state analysis required detection vehicle sampling quantity obtaining method
JP4539666B2 (en) * 2007-03-19 2010-09-08 アイシン・エィ・ダブリュ株式会社 Traffic condition calculation system
CN101373559B (en) * 2007-08-24 2010-08-18 同济大学 Method for evaluating city road net traffic state based on floating vehicle data
DE102007050154A1 (en) * 2007-10-19 2009-04-23 Siemens Ag Prediction system for predicting driving time, vehicle-based route planning system, traffic information system and method
CN101286269A (en) * 2008-05-26 2008-10-15 北京捷讯畅达科技发展有限公司 Traffic flow forecasting system combining dynamic real time traffic data
CN101620781B (en) * 2008-06-30 2012-08-29 株式会社查纳位资讯情报 System and method for forecasting passenger information and searching the same
CN201262784Y (en) * 2008-09-28 2009-06-24 华南理工大学 Detection and evaluation system for urban signal control road junction traffic status based on data characteristics
CN101727747A (en) * 2009-12-16 2010-06-09 南京信息工程大学 Abnormal road jam alarming method based on flow detection
CN101794510A (en) * 2009-12-30 2010-08-04 北京世纪高通科技有限公司 Data processing method and device of floating cars
CN101950477B (en) * 2010-08-23 2012-05-23 北京世纪高通科技有限公司 Method and device for processing traffic information
CN201946111U (en) * 2011-01-13 2011-08-24 西安邮电学院 Data acquisition and releasing node for early warning system of traffic abnormal events in express way
CN201927174U (en) * 2011-01-13 2011-08-10 西安邮电学院 Early warning system for traffic abnormal events of expressway
CN103477376B (en) * 2011-04-20 2016-05-25 日本电气株式会社 Traffic surveillance, method and storage medium
CN202075864U (en) * 2011-04-28 2011-12-14 北京市劳动保护科学研究所 Abnormal traffic state automatic detection system
CN102231235B (en) * 2011-04-29 2016-02-24 陈伟 A kind of traffic flow outlier detection localization method
US8775059B2 (en) * 2011-10-26 2014-07-08 Right There Ware LLC Method and system for fleet navigation, dispatching and multi-vehicle, multi-destination routing
US20130166188A1 (en) * 2011-12-21 2013-06-27 Microsoft Corporation Determine Spatiotemporal Causal Interactions In Data
CN102637357B (en) * 2012-03-27 2013-11-06 山东大学 Regional traffic state assessment method
US9141874B2 (en) * 2012-07-19 2015-09-22 Qualcomm Incorporated Feature extraction and use with a probability density function (PDF) divergence metric
CN102855638B (en) * 2012-08-13 2015-02-11 苏州大学 Detection method for abnormal behavior of vehicle based on spectrum clustering
CN103050005B (en) * 2012-11-16 2015-06-03 北京交通大学 Method and system for space and time analysis of urban road traffic states
CN103065466B (en) * 2012-11-19 2015-01-21 北京世纪高通科技有限公司 Detection method of and detection device for abnormal traffic conditions
CN103065468A (en) * 2012-12-14 2013-04-24 中国航天系统工程有限公司 Assessment method of traffic information and device
CN103903433B (en) * 2012-12-27 2016-09-14 南京中兴新软件有限责任公司 The Real-time and Dynamic method of discrimination of a kind of road traffic state and device
CN103903436A (en) * 2012-12-28 2014-07-02 上海优途信息科技有限公司 Expressway traffic jam detecting method and system based on floating car
CN103258427B (en) * 2013-04-24 2015-03-11 北京工业大学 Urban expressway traffic real-time monitoring system and method based on information physical network
CN103247177B (en) * 2013-05-21 2016-01-20 清华大学 Large-scale road network traffic flow real-time dynamic prediction system
CN103309964A (en) * 2013-06-03 2013-09-18 广州市香港科大霍英东研究院 High-efficiency visible monitoring analysis system for large-scale traffic data
CN103354030B (en) * 2013-07-29 2015-06-24 吉林大学 Method for determining road traffic situation by utilizing floating bus CAN bus information
CN103514743B (en) * 2013-09-28 2016-01-06 上海电科智能系统股份有限公司 A kind of abnormal traffic state characteristic recognition method of real-time index-matched memory range
US9582999B2 (en) * 2013-10-31 2017-02-28 Here Global B.V. Traffic volume estimation
CN103632546B (en) * 2013-11-27 2016-01-20 中国航天系统工程有限公司 A kind of Urban Road Traffic Accidents impact prediction method based on floating car data
US9240123B2 (en) * 2013-12-13 2016-01-19 Here Global B.V. Systems and methods for detecting road congestion and incidents in real time
CN104282151A (en) * 2014-09-30 2015-01-14 北京交通发展研究中心 Real-time floating vehicle path matching method based on high-frequency satellite positioning data
CN104408958B (en) * 2014-11-11 2016-09-28 河海大学 A kind of city dynamic route Travel Time Estimation Method
CN104408924B (en) * 2014-12-04 2016-06-01 深圳北航新兴产业技术研究院 A kind of urban road abnormal traffic stream detection method based on coupled hidden markov model
CN104537833B (en) * 2014-12-19 2017-03-29 深圳大学 A kind of accident detection method and system
CN104504901B (en) * 2014-12-29 2016-06-08 浙江银江研究院有限公司 A kind of traffic abnormity point detecting method based on multidimensional data
CN104778834B (en) * 2015-01-23 2017-02-22 哈尔滨工业大学 Urban road traffic jam judging method based on vehicle GPS data
KR101728219B1 (en) * 2015-02-23 2017-04-19 전북대학교산학협력단 Traffic Dispersion Method and System with Space Time Control based on Duplex Communication
US11482100B2 (en) * 2015-03-28 2022-10-25 Intel Corporation Technologies for detection of anomalies in vehicle traffic patterns
CN104778837B (en) * 2015-04-14 2017-12-05 吉林大学 A kind of road traffic operation situation Multiple Time Scales Forecasting Methodology
CN104809787B (en) * 2015-04-23 2017-11-17 中电科安（北京）科技股份有限公司 A kind of intelligent passenger volume statistic device based on camera
US9576481B2 (en) * 2015-04-30 2017-02-21 Here Global B.V. Method and system for intelligent traffic jam detection
CN104809878B (en) * 2015-05-14 2017-03-22 重庆大学 Method for detecting abnormal condition of urban road traffic by utilizing GPS (Global Positioning System) data of public buses
CN105005760B (en) * 2015-06-11 2018-04-24 华中科技大学 A kind of recognition methods again of the pedestrian based on Finite mixture model
CN105261212B (en) * 2015-09-06 2018-06-19 中山大学 A kind of trip space-time analysis method based on GPS data from taxi map match
CN105404890B (en) * 2015-10-13 2018-10-16 广西师范学院 A kind of criminal gang's method of discrimination for taking track space and time order into account
CN105513350A (en) * 2015-11-30 2016-04-20 华南理工大学 Time-phased multi-parameter short-term traffic flow prediction method based on time-space characteristics
CN105489008B (en) * 2015-12-28 2018-10-19 北京握奇智能科技有限公司 Urban road congestion computational methods and system based on Floating Car satellite location data
CN105608895B (en) * 2016-03-04 2017-11-10 大连理工大学 A kind of urban traffic blocking section detecting method based on local outlier factor
CN105761488B (en) * 2016-03-30 2018-11-23 湖南大学 Real-time extreme learning machine Short-time Traffic Flow Forecasting Methods based on fusion
CN106067248B (en) * 2016-05-30 2018-08-24 重庆大学 A kind of traffic status of express way method of estimation considering speed dispersion characteristic
CN106023592A (en) * 2016-07-11 2016-10-12 南京邮电大学 Traffic jam detection method based on GPS data
CN106228808B (en) * 2016-08-05 2019-04-30 北京航空航天大学 City expressway travel time prediction method based on Floating Car space-time grid data
CN106781468B (en) * 2016-12-09 2018-06-15 大连理工大学 Link Travel Time Estimation method based on built environment and low frequency floating car data

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN101976505A (en) * 2010-10-25 2011-02-16 中国科学院深圳先进技术研究院 Traffic evaluation method and system
CN103971521A (en) * 2014-05-19 2014-08-06 清华大学 Method and device for detecting road traffic abnormal events in real time
KR101598343B1 (en) * 2014-09-23 2016-02-29 목원대학교 산학협력단 System for automatically Identifying spatio-temporal congestion patterns and method thereof
US20160267789A1 (en) * 2014-12-01 2016-09-15 Here Global B.V. Traffic Classification Based on Spatial Neighbor Model
CN104657746A (en) * 2015-01-29 2015-05-27 电子科技大学 Anomaly detection method based on vehicle trajectory similarity
CN104573116A (en) * 2015-02-05 2015-04-29 哈尔滨工业大学 Taxi GPS data mining based traffic abnormality recognition method

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
Educational programs - 29 February 2016 (entire document) *

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