CN106530831A - System and method for monitoring and early warning of high-threat vehicles - Google Patents

System and method for monitoring and early warning of high-threat vehicles Download PDF

Info

Publication number
CN106530831A
CN106530831A CN201611156660.4A CN201611156660A CN106530831A CN 106530831 A CN106530831 A CN 106530831A CN 201611156660 A CN201611156660 A CN 201611156660A CN 106530831 A CN106530831 A CN 106530831A
Authority
CN
China
Prior art keywords
information
vehicle
early warning
module
image
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201611156660.4A
Other languages
Chinese (zh)
Inventor
夏秋
陈龙
潘广香
施德华
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Jiangsu University
Original Assignee
Jiangsu University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Jiangsu University filed Critical Jiangsu University
Priority to CN201611156660.4A priority Critical patent/CN106530831A/en
Publication of CN106530831A publication Critical patent/CN106530831A/en
Pending legal-status Critical Current

Links

Classifications

    • GPHYSICS
    • G08SIGNALLING
    • G08GTRAFFIC CONTROL SYSTEMS
    • G08G1/00Traffic control systems for road vehicles
    • G08G1/16Anti-collision systems
    • G08G1/161Decentralised systems, e.g. inter-vehicle communication

Abstract

The invention discloses a system and method for monitoring and early warning of high-threat vehicles, and belongs to the field of smart vehicle safety early warning. The system comprises an information identification module, a data communication module, an information processing and determining module and an early warning prompting module. The existence of high-threat vehicles is determined by real-time monitoring license plate number information, vehicle speed information and vehicle distance information of front and trailing vehicles to notify the vehicle drivers to decelerate and avoid high-threat vehicles, reducing traffic accidents. Vehicle driving habit information, such as regulation violation historical information, accident processing historical information and vehicle model information, can be obtained according to identified license plate number information. Whether vehicles in the surrounding are high-threat vehicles is comprehensively determined in combination with vehicle speed and vehicle distance information. The determination method is simple and easy to realize, thereby advancing the early-warning time, and lowering accident occurrence probability.

Description

A kind of high threat vehicle monitoring early warning system and method
Technical field
The present invention relates to intelligent automobile safe early warning field, more particularly to it is a kind of it is high threaten vehicle monitoring early warning system and Method for early warning.
Background technology
It is high to threaten vehicle to refer to that generation traffic accident probability is larger in the process of moving, the serious car for threatening traffic safety .Common height threatens the dangerous product transport vehicle of vehicle, dregs transportation car, long haul car, Xue Yuanche, and violation is driven by force Car regulation traveling (such as hypervelocity, overload, drunk driving etc.), the vehicle that traffic accident (and being judged to take the main responsibility) frequently occurs.Gao Wei Coerce vehicle in the process of moving, on the one hand (as vehicle dimension is excessive, weight is big, the visual field is bad due to due to vehicle itself Deng), on the other hand due to driver exist violation drive custom (such as hypervelocity, break rules and regulations lane change, overtake other vehicles by force) so that this When class vehicle runs into emergency case, there is traffic accident probability and be much higher than other vehicles, and the person and property can be caused Grievous injury.Therefore, in drive routine, if driver can have found the vehicle of high threat in advance, it becomes possible to avoid in advance, have Effect reduces accident rate.
Number plate of vehicle is vehicle unique identity card, thus, it is only required to it is to be understood that number-plate number information, it becomes possible on the internet Inquire the vehicle information of vehicle corresponding with car plate, recent violation information, accident treatment information etc..And Car license recognition is modern One of important component part in intelligent transportation system, technology are relatively ripe, and using quite varied.It is with digital picture Based on the technologies such as process, pattern-recognition, computer vision, the vehicle image or video sequence of shot by camera are carried out Analysis, obtains the unique number-plate number of each automobile, so as to complete identification process.By the identification of car plate, license plate number is obtained Code information, inquires the vehicle information of vehicle corresponding with car plate in internet, breaks rules and regulations in the recent period further according to number-plate number information Information, accident treatment information etc., can determine whether threat degree of the vehicle under steam to surrounding vehicles according to these information.
Current domestic automobile early warning system is mainly tested the speed using GPS, millimetre-wave radar system, range-measurement infrared system, laser The distance mutual to monitor vehicle such as ranging technology, when two vehicle headways are less than safe distance, early warning system sends warning Or actively intervention braking.The method only monitors the distance in two workshops, if system early warning is too high apart from threshold value setting, the mistake of system Report rate can be very high, if system early warning is too low apart from threshold value setting, leaves driver for or SRT is too short, and accident is sent out When raw, it is impossible to people, car safety is effectively ensured, while this system has the defects such as with high costs, poor universality.
The number-plate number information for extracting vehicle in surrounding environment is present invention be distinguished in that, is obtained and the number-plate number pair The vehicle information answered, violation information, accident information;Meanwhile, using image processing techniques, calculate the speed information of fore-aft vehicle With the spacing information of two cars etc., threat degree of the fore-aft vehicle to the vehicle is judged according to the informix for obtaining, it is right Give warning in advance in the high vehicle for threatening, remind driver to note, reduce traffic accident probability of happening.
The content of the invention
The present invention provides a kind of high threat vehicle monitoring early warning system, cannot supervise in real time to solve vehicle in prior art The high threat vehicle surveyed in surrounding environment, it is impossible to remind driver to note the defect for avoiding in advance.Using technical scheme it is as follows:
A kind of high threat vehicle monitoring early warning system, including:Information identification module, data communication module, information processing are sentenced Disconnected module, four part of prompting warning module composition.
Described information identification module includes:Two high-definition cameras, image pick-up card, processor, communications after Chinese herbaceous peony connect Mouth waits four parts composition;The video camera is connected with described image capture card, and described image capture card is connected with the processor, The processor is connected with the communication interface;Video camera shoots image before and after vehicle, by described image capture card to image Digital coding is carried out, is recycled the processor that process is analyzed to image information, is drawn the car plate of same vehicle in image Number information, speed information and spacing information, give the data communication the number-plate number information transmission by communication interface Module, processes judge module to described information speed information and spacing information transmission.
The data communication module includes:Information transmitter unit, internet information query unit, information receiving unit;Institute Information transmitter unit is stated, the number-plate number information is sent to the internet information query unit, the internet information Query unit inquires the information such as vehicle information, recent violation information and the accident treatment of the number-plate number correspondence vehicle, and Above- mentioned information is back to into information receiving unit, information receiving unit is connected with information processing judge module.
Described information processes judge module, the vehicle information, recent violation information according to number-plate number correspondence vehicle The information such as the speed information come with accident treatment information and by communication interface transmission and spacing information, week described in comprehensive descision In collarette border, whether vehicle belongs to high threat vehicle.
The prompting warning module, including:Phonetic alarm and display screen composition, if judging vehicle in the surrounding environment Vehicle is threatened for high, is then sent the information for reminding driver to note surrounding vehicles, and spacing information is shown in display screen.
Washed based on above-mentioned early warning, the invention allows for a kind of high threat vehicle monitoring method for early warning, including following step Suddenly:
S1, obtains license board information, spacing information and the speed information of the fore-aft vehicle;
The license board information and internet communication are obtained the vehicle of the fore-aft vehicle, violating the regulations and accident information by S2;
S3, the vehicle of the comprehensive fore-aft vehicle, the situation of violating the regulations and accident information and spacing information and speed information sentence Whether the fore-aft vehicle that breaks is high threat vehicle;
S4, threatens vehicle if existing in judging the fore-aft vehicle and belonging to high, sends for reminding the normally travel car The caution sound of driver, and the high distance for threatening vehicle and the normally travel vehicle is shown on a display screen.
Further, the realization of step S1 includes:By in front of vehicle former and later two video camera monitor in real time, rear Image, obtains useful image information;By Video Image technology of identification, car plate is carried out to video camera acquisition image and is carried Take, Image semantic classification, feature extraction, technology of vehicle license plate character identification, obtain the number-plate number, vehicle information;Using image comparison skill Art, Accurate Estimation go out the speed of vehicle and spacing information in surrounding environment.
Further, the method for obtaining speed in environment can also adopt Doppler radar measurement;Two velocity radars are distinguished Installed in the front and back of driving vehicle, for measuring the relative speed of vehicle in surrounding environment.
Further, the method for obtaining spacing in environment can also be adopted:Using installed in former and later two laser range finders of vehicle The distance of vehicle in measurement driving vehicle and surrounding environment;Or, using tellurometer survey radar to 360 ° of models around driving vehicle Enclose interior real-time measurement, the distance in acquisition driving vehicle and surrounding environment between vehicle;Or, using forward and backward 2 infrared rays of vehicle Rangefinder measures driving vehicle and front, the property of rear object and its distance with this car.
The invention has the beneficial effects as follows:
By being monitored to the number-plate number information, speed information and spacing information in real time, judge whether surrounding has height Vehicle is threatened, is reminded vehicle driver to note slowing down, avoid high threat vehicle, is reduced traffic accident and occur;Can be according to identification Number-plate number information, obtains vehicle drive habits information (as peccancy and trouble-causing historical information, accident treatment historical information and vehicle are believed Breath), in combination with speed and spacing information, in surrounding environment described in comprehensive descision, whether vehicle belongs to high threat vehicle, differentiates Method is simple, be easily achieved, and is advanced by significantly pre-warning time, reduces contingency occurrence probability.
Description of the drawings
Fig. 1 is a kind of high threat vehicle monitoring method flow diagram of the present invention;
Fig. 2 is a kind of high threat vehicle early warning structure drawing of device of the present invention;
Fig. 3 is the system monitoring process schematic;
Fig. 4 is described information identification module system block diagram.
Specific embodiment
Below in conjunction with the accompanying drawings a kind of high threat vehicle monitoring early warning system of the invention is described in further detail.
Fig. 1 is a kind of high threat vehicle monitoring early warning system flow chart of invention, including:01 car for obtaining the fore-aft vehicle Board information, spacing information and speed information etc.;02 car that the license board information and internet communication are obtained the fore-aft vehicle Type, violating the regulations and accident information;The vehicle of the 03 comprehensive fore-aft vehicle, violating the regulations and accident information and spacing information and speed information Situation judge that whether the fore-aft vehicle is high to threaten vehicle;If 04 judges that the fore-aft vehicle belongs to high and threatens vehicle, send out Go out for reminding the caution sound of the normally travel vehicle driver, and show on a display screen it is described it is high threaten vehicle with it is described The distance of normally travel vehicle.
Fig. 2 is a kind of high threat vehicle early warning structure drawing of device of the present invention, including:Information identification module, data communication mould Block, information processing judge module, four part of prompting warning module composition;Described information process judge module respectively with described information Identification module, the data communication module, the prompting warning module are connected.
Fig. 3 is the system monitoring process schematic, by vehicle former and later two video camera monitor in real time forward/rears Image, obtains useful image information;Fig. 4 is described information identification module system block diagram, recognizes skill by Video Image Art, obtaining image to video camera carries out the technologies such as license plate retrieving, Image semantic classification, feature extraction, Recognition of License Plate Characters, obtains car The information such as trade mark code, vehicle;Meanwhile, using image comparison technology, can accurately extrapolate the speed of vehicle in surrounding environment With spacing information.
The method for obtaining the real-time speed of vehicle also has a lot, can also use Doppler radar measurement in the present invention, and two Individual velocity radar is separately mounted to the front and back of driving vehicle, for measuring the relative speed of vehicle in surrounding environment, Speed information is passed to by information processing judge module by information output interface.
The method of acquisition spacing information can equally use following several:
(1) using install with vehicle former and later two laser range finders measure driving vehicles with surrounding environment vehicle away from From;
(2) using tellurometer survey radar, realize to being measured in the range of around driving vehicle 360 ° in real time, and detection range Far, reliable, measurement performance is affected less by extraneous factors such as weather, in acquisition driving vehicle and surrounding environment between vehicle Distance, relative velocity;
(3) by forward and backward 2 infrared ambulators of vehicle of driving a vehicle measure driving vehicle and forward and backward square object body property and Its distance with this car;
(4) using the image of the forward and backward side of the video camera captured in real-time, by analyzing the same car plate captured not in the same time Two width pictures, calculate the distance of two cars using processor;
Obtained after spacing information using above method, then described information process is passed information to by information output interface Judge module.
The data communication module, including:Information transmitter unit, internet information query unit, information receiving unit;Institute Information transmitter unit is stated, the number-plate number information is sent to the internet information query unit, the internet information Query unit inquires historical information violating the regulations, accident treatment information and the vehicle information of the number-plate number correspondence vehicle, and will Described information is back to information receiving unit, and information receiving unit is connected with information processing judge module.Information in the present invention Send and receive using 4G mechanicss of communication.
Described information processes judge module, by the vehicle information for obtaining, historical information violating the regulations, accident treatment historical information, Speed information and spacing information etc. are comprehensively analyzed, according to different information states, the every different individual event threshold value of setting, and example Such as, form information is divided into slight threat, moderate according to threat degree to threaten and height threat Three Estate, each grade correspondence Hazardous materials transportation car, dregs transportation car according to the difference of vehicle, are set to height and are threatened by one threshold values, long haul car, long-distance Passenger train etc. is set to moderate threat, car, buggy etc. and is set to slight threat;It is different according to quantity violating the regulations, by 4~6 times/year It is judged to slight threat, 7~10 times/year are judged to that moderate is threatened, and the judgement more than 10 times/year is threatened for height.According to accident Number of times is different, is set to slight threat by 1~2 times/year, and 3~4 times/year are judged to that moderate is threatened, and the judgement more than 4 times/year is height Degree is threatened;When speed information is classified, according to section maximum speed of operation setting threshold values is currently located, speed is in the maximum traveling in section The vehicle of speed 80%~100% is set to slight threat, vehicle of the speed in the range of maximum travelling speed 100%~120% It is set to moderate threat, speed is set to height more than the vehicle of section maximum travelling speed 120% and threatens;Spacing information, works as spacing It is set as slight threat during more than 30~50 meters, 10~30 meters are set as that moderate is threatened, and are set as that less than 10 meters height is threatened.Such as When any one information of fruit monitoring meets or exceeds the threshold value of height threat level setting, the vehicle is judged as high and threatens car ;When in five information of vehicle, there are three moderate threat to be reached without reaching height threat, judge the vehicle for high threat Vehicle;When in five information of vehicle, during all slight threats, the vehicle is judged for high and threaten vehicle.Information processing of the present invention Judge module adopts chip microcontroller.
If judge that vehicle is for high threat vehicle in the surrounding environment, sent out to the driving vehicle driver by voice Go out the information for reminding, prompting message adopts different information according to different information thresholds, (vehicle is threatened as there is height, Front/rear side's vehicle speed is too fast, and front/rear side's vehicle spacing is too small etc.), while showing institute in certain limit on a display screen in real time State vehicle position information in surrounding environment.
Finally it should be noted that:Above example only to illustrate technical scheme, rather than a limitation;Although The present invention has been described in detail, it will be understood by those within the art that:Which still can be remembered to the present invention The technical scheme of load is modified, or carries out equivalent to which part technical characteristic;And these modifications or replacement, and The spirit and scope of the essence disengaging various embodiments of the present invention technical scheme of appropriate technical solution are not made.

Claims (9)

1. a kind of height threatens vehicle monitoring early warning system, it is characterised in that including information identification module, data communication module, letter Breath processes judge module, prompting warning module;Described information process judge module respectively with described information identification module, the number It is connected according to communication module, the prompting warning module;Described information identification module is used for the car for obtaining other vehicles of vehicle periphery Trade mark code, speed information and spacing information;The data communication module obtains which according to the inquiry of the number-plate number of other vehicles The vehicle information of his vehicle, recent violation information and accident treatment;Described information processes judge module according to speed, spacing, car Type, violation information, accident information judge whether other vehicles belong to high and threaten vehicle;The prompting warning module is having high threat In the presence of vehicle, voice reminder is sent to driver and shown and the high spacing for threatening vehicle.
2. a kind of height according to claim 1 threatens vehicle monitoring early warning system, it is characterised in that described information recognizes mould Block includes:Two high-definition cameras, image pick-up card, processor, communication interfaces after Chinese herbaceous peony;The video camera and described image Capture card connects, and described image capture card is connected with the processor, and the processor is connected with the communication interface;It is described to take the photograph Camera shoots image before and after vehicle;Described image capture card carries out digital coding to described image;The processor is to the figure As information is analyzed process, number-plate number information, speed information and the spacing information of vehicle in image are drawn, and by communication Interface gives the letter to the data communication module, speed information and spacing information transmission the number-plate number information transmission Breath processes judge module.
3. a kind of height according to claim 1 threatens vehicle monitoring early warning system, it is characterised in that the data communication mould Block includes:Information transmitter unit, internet information query unit, information receiving unit;Described information transmitter unit is by the car Board number information is sent to the internet information query unit;The internet information query unit inquires the license plate number The code correspondence vehicle information of vehicle, recent violation information and accident treatment information, and described information is sent to into described information connects Unit is received, information receiving unit is connected with information processing judge module.
4. a kind of height according to claim 3 threatens vehicle monitoring early warning system, it is characterised in that the internet information Query unit is 4G communication modules.
5. a kind of height according to claim 1 threatens vehicle monitoring early warning system, it is characterised in that described information process is sentenced Disconnected module by the vehicle information for obtaining, violation information, accident information, speed information and spacing information comprehensive analysis, according to difference Information state, the every different individual event threshold value of setting, if any one information of monitoring meets or exceeds the threshold value of setting, sentences Break the vehicle vehicle is threatened for high.
6. a kind of height threatens vehicle monitoring method for early warning, it is characterised in that comprise the steps:
S1, obtains license board information, spacing information and the speed information of the fore-aft vehicle;
The license board information and internet communication are obtained the vehicle of the fore-aft vehicle, violating the regulations and accident information by S2;
S3, comprehensively the vehicle of the fore-aft vehicle, violating the regulations, accident information and spacing information and speed information judge the car in front and back It is whether high to threaten vehicle;
S4, threatens vehicle if existing in judging the fore-aft vehicle and belonging to high, sends for reminding the normally travel vehicle to drive The caution sound of the person of sailing, and the high distance for threatening vehicle and the normally travel vehicle is shown on a display screen.
7. a kind of height according to claim 6 threatens vehicle monitoring method for early warning, it is characterised in that the reality of step S1 Now include:By in front of vehicle former and later two video camera monitor in real time, the image at rear, obtain useful image information;By meter Calculation machine video image identification technology, obtaining image to video camera carries out license plate retrieving, Image semantic classification, feature extraction, car plate word Symbol technology of identification, obtains the number-plate number, vehicle information;Using image comparison technology, Accurate Estimation goes out vehicle in surrounding environment Speed and spacing information.
8. a kind of height according to claim 7 threatens vehicle monitoring method for early warning, it is characterised in that obtain speed in environment Method can also adopt Doppler radar measurement;Two velocity radars are separately mounted to into the front and back of driving vehicle, are used The relative speed of vehicle in surrounding environment is measured.
9. a kind of height according to claim 7 threatens vehicle monitoring method for early warning, it is characterised in that obtain spacing in environment Method can also adopt:Driving vehicle is measured with vehicle in surrounding environment using former and later two laser range finders installed in vehicle Distance;
Or, using tellurometer survey radar to being measured in the range of around driving vehicle 360 ° in real time, obtain driving vehicle and surrounding Distance in environment between vehicle;
Or, using forward and backward 2 infrared ambulators of vehicle measure driving vehicle and front, the property of rear object and its with The distance of this car.
CN201611156660.4A 2016-12-15 2016-12-15 System and method for monitoring and early warning of high-threat vehicles Pending CN106530831A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201611156660.4A CN106530831A (en) 2016-12-15 2016-12-15 System and method for monitoring and early warning of high-threat vehicles

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201611156660.4A CN106530831A (en) 2016-12-15 2016-12-15 System and method for monitoring and early warning of high-threat vehicles

Publications (1)

Publication Number Publication Date
CN106530831A true CN106530831A (en) 2017-03-22

Family

ID=58339540

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201611156660.4A Pending CN106530831A (en) 2016-12-15 2016-12-15 System and method for monitoring and early warning of high-threat vehicles

Country Status (1)

Country Link
CN (1) CN106530831A (en)

Cited By (30)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106080609A (en) * 2016-06-30 2016-11-09 深圳市赛格导航科技股份有限公司 A kind of method and system of safe driving based on ADAS module
CN107103774A (en) * 2017-06-19 2017-08-29 京东方科技集团股份有限公司 A kind of vehicle monitoring method and device for monitoring vehicle
CN107318083A (en) * 2017-08-28 2017-11-03 上海西良工程技术服务有限公司 Near field interactive system and method between a kind of vehicle
CN107547098A (en) * 2017-08-31 2018-01-05 深圳莱特光电股份有限公司 A kind of Vehicular intelligent information interaction system
CN108460351A (en) * 2018-02-28 2018-08-28 北京航星机器制造有限公司 A kind of Portable chassis scanning system and application method
CN108806297A (en) * 2018-07-24 2018-11-13 四川数字灯塔科技有限公司 Traffic accident prevention system based on fusion big data analysis
CN109671266A (en) * 2018-11-26 2019-04-23 北京交通大学 Based on the pilot accident's dynamic early-warning method for accelerating failure risk model
CN109711737A (en) * 2018-12-28 2019-05-03 英华达(南京)科技有限公司 A kind of threat vehicle checking method, apparatus and system
CN110085042A (en) * 2019-04-08 2019-08-02 武汉理工大学 A kind of vehicle drive early warning system and method based on information fusion
CN110211387A (en) * 2019-04-24 2019-09-06 湖北工业大学 A kind of collision based reminding method and device based on vehicle cab recognition
CN110651313A (en) * 2017-05-15 2020-01-03 佳能株式会社 Control device and control method
CN110930690A (en) * 2019-10-22 2020-03-27 张雪华 Intelligent automobile safety system under car networking environment
CN111361558A (en) * 2018-12-25 2020-07-03 富泰华工业(深圳)有限公司 Vehicle and automatic vehicle deceleration method
CN111444756A (en) * 2019-11-01 2020-07-24 泰州三凯工程技术有限公司 Dangerous driving scene identification platform, method and storage medium
CN111613059A (en) * 2020-05-30 2020-09-01 腾讯科技(深圳)有限公司 Data processing method and equipment
CN111619444A (en) * 2019-02-28 2020-09-04 上海博泰悦臻电子设备制造有限公司 Driving prompting method and vehicle-mounted terminal
CN111815957A (en) * 2019-04-11 2020-10-23 泰州腾翔信息科技有限公司 Traffic data field detection terminal
CN111862628A (en) * 2019-10-24 2020-10-30 王俊芝 Vehicle speed customization system and method based on cloud server
CN112622755A (en) * 2019-09-24 2021-04-09 上海博泰悦臻电子设备制造有限公司 Early warning method, device and computer storage medium
CN113256997A (en) * 2021-04-30 2021-08-13 贵州数据宝网络科技有限公司 Traffic vehicle violation detection device and method
CN113823120A (en) * 2021-08-18 2021-12-21 深圳市元征科技股份有限公司 Vehicle danger early warning method and related device
CN113849485A (en) * 2021-10-12 2021-12-28 江苏泰扬金属制品有限公司 Big data application system for mode switching
CN113888901A (en) * 2021-09-29 2022-01-04 英华达(南京)科技有限公司 Intelligent safe driving reminding device and method and helmet
CN113895431A (en) * 2021-09-30 2022-01-07 重庆电子工程职业学院 Vehicle detection method and system
CN114495511A (en) * 2020-11-13 2022-05-13 上海博泰悦臻网络技术服务有限公司 Method, system, medium, and apparatus for reminding vehicle owner of paying attention to vehicle traveling in the same direction
CN114648891A (en) * 2020-12-18 2022-06-21 上海擎感智能科技有限公司 Dangerous vehicle prompting method, electronic equipment and computer readable storage medium
CN115100855A (en) * 2022-06-20 2022-09-23 公安部交通管理科学研究所 Early warning method and system for hidden danger vehicles on highway
CN115100868A (en) * 2022-07-27 2022-09-23 沧州市交通运输局 Traffic transport traffic flow node risk degree determination method based on big data analysis
CN115131973A (en) * 2021-03-25 2022-09-30 上海博泰悦臻网络技术服务有限公司 Vehicle early warning method, device and system
CN115346370A (en) * 2022-08-10 2022-11-15 重庆大学 Intersection anti-collision system and method based on intelligent traffic

Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120093357A1 (en) * 2010-10-13 2012-04-19 Gm Global Technology Operations, Inc. Vehicle threat identification on full windshield head-up display
CN104103190A (en) * 2014-07-28 2014-10-15 上海扬梓投资管理有限公司 Automatic vehicle alarm terminal and method
CN104537860A (en) * 2015-01-12 2015-04-22 小米科技有限责任公司 Traffic safety prompting method and device
CN104704541A (en) * 2012-10-04 2015-06-10 三菱电机株式会社 Vehicle-mounted information processing device
CN105405321A (en) * 2015-12-22 2016-03-16 清华大学 Safety early warning method during running of vehicles on freeway and system
CN105844965A (en) * 2016-05-06 2016-08-10 深圳市元征科技股份有限公司 Vehicle distance prompting method and device
CN106080609A (en) * 2016-06-30 2016-11-09 深圳市赛格导航科技股份有限公司 A kind of method and system of safe driving based on ADAS module
CN206961331U (en) * 2016-12-15 2018-02-02 江苏大学 A kind of high threat vehicle monitoring early warning system

Patent Citations (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20120093357A1 (en) * 2010-10-13 2012-04-19 Gm Global Technology Operations, Inc. Vehicle threat identification on full windshield head-up display
CN104704541A (en) * 2012-10-04 2015-06-10 三菱电机株式会社 Vehicle-mounted information processing device
CN104103190A (en) * 2014-07-28 2014-10-15 上海扬梓投资管理有限公司 Automatic vehicle alarm terminal and method
CN104537860A (en) * 2015-01-12 2015-04-22 小米科技有限责任公司 Traffic safety prompting method and device
CN105405321A (en) * 2015-12-22 2016-03-16 清华大学 Safety early warning method during running of vehicles on freeway and system
CN105844965A (en) * 2016-05-06 2016-08-10 深圳市元征科技股份有限公司 Vehicle distance prompting method and device
CN106080609A (en) * 2016-06-30 2016-11-09 深圳市赛格导航科技股份有限公司 A kind of method and system of safe driving based on ADAS module
CN206961331U (en) * 2016-12-15 2018-02-02 江苏大学 A kind of high threat vehicle monitoring early warning system

Cited By (37)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106080609A (en) * 2016-06-30 2016-11-09 深圳市赛格导航科技股份有限公司 A kind of method and system of safe driving based on ADAS module
CN110651313A (en) * 2017-05-15 2020-01-03 佳能株式会社 Control device and control method
US11390276B2 (en) 2017-05-15 2022-07-19 Canon Kabushiki Kaisha Control device, control method, and non-transitory storage medium
CN107103774A (en) * 2017-06-19 2017-08-29 京东方科技集团股份有限公司 A kind of vehicle monitoring method and device for monitoring vehicle
CN107318083A (en) * 2017-08-28 2017-11-03 上海西良工程技术服务有限公司 Near field interactive system and method between a kind of vehicle
CN107318083B (en) * 2017-08-28 2022-08-19 上海西良工程技术服务有限公司 Near field interaction system and method between vehicles
CN107547098A (en) * 2017-08-31 2018-01-05 深圳莱特光电股份有限公司 A kind of Vehicular intelligent information interaction system
CN108460351A (en) * 2018-02-28 2018-08-28 北京航星机器制造有限公司 A kind of Portable chassis scanning system and application method
CN108806297A (en) * 2018-07-24 2018-11-13 四川数字灯塔科技有限公司 Traffic accident prevention system based on fusion big data analysis
CN109671266A (en) * 2018-11-26 2019-04-23 北京交通大学 Based on the pilot accident's dynamic early-warning method for accelerating failure risk model
CN111361558A (en) * 2018-12-25 2020-07-03 富泰华工业(深圳)有限公司 Vehicle and automatic vehicle deceleration method
CN109711737A (en) * 2018-12-28 2019-05-03 英华达(南京)科技有限公司 A kind of threat vehicle checking method, apparatus and system
CN111619444A (en) * 2019-02-28 2020-09-04 上海博泰悦臻电子设备制造有限公司 Driving prompting method and vehicle-mounted terminal
CN110085042A (en) * 2019-04-08 2019-08-02 武汉理工大学 A kind of vehicle drive early warning system and method based on information fusion
CN110085042B (en) * 2019-04-08 2021-09-03 武汉理工大学 Vehicle driving early warning system and method based on information fusion
CN111815957A (en) * 2019-04-11 2020-10-23 泰州腾翔信息科技有限公司 Traffic data field detection terminal
CN110211387A (en) * 2019-04-24 2019-09-06 湖北工业大学 A kind of collision based reminding method and device based on vehicle cab recognition
CN112622755A (en) * 2019-09-24 2021-04-09 上海博泰悦臻电子设备制造有限公司 Early warning method, device and computer storage medium
CN110930690A (en) * 2019-10-22 2020-03-27 张雪华 Intelligent automobile safety system under car networking environment
CN111862628A (en) * 2019-10-24 2020-10-30 王俊芝 Vehicle speed customization system and method based on cloud server
CN111444756A (en) * 2019-11-01 2020-07-24 泰州三凯工程技术有限公司 Dangerous driving scene identification platform, method and storage medium
CN111613059B (en) * 2020-05-30 2023-08-18 腾讯科技(深圳)有限公司 Data processing method and device
CN111613059A (en) * 2020-05-30 2020-09-01 腾讯科技(深圳)有限公司 Data processing method and equipment
CN114495511A (en) * 2020-11-13 2022-05-13 上海博泰悦臻网络技术服务有限公司 Method, system, medium, and apparatus for reminding vehicle owner of paying attention to vehicle traveling in the same direction
CN114648891A (en) * 2020-12-18 2022-06-21 上海擎感智能科技有限公司 Dangerous vehicle prompting method, electronic equipment and computer readable storage medium
CN115131973A (en) * 2021-03-25 2022-09-30 上海博泰悦臻网络技术服务有限公司 Vehicle early warning method, device and system
CN113256997B (en) * 2021-04-30 2022-09-06 贵州数据宝网络科技有限公司 Traffic vehicle violation detection device and method
CN113256997A (en) * 2021-04-30 2021-08-13 贵州数据宝网络科技有限公司 Traffic vehicle violation detection device and method
CN113823120A (en) * 2021-08-18 2021-12-21 深圳市元征科技股份有限公司 Vehicle danger early warning method and related device
CN113888901A (en) * 2021-09-29 2022-01-04 英华达(南京)科技有限公司 Intelligent safe driving reminding device and method and helmet
CN113895431A (en) * 2021-09-30 2022-01-07 重庆电子工程职业学院 Vehicle detection method and system
CN113849485A (en) * 2021-10-12 2021-12-28 江苏泰扬金属制品有限公司 Big data application system for mode switching
CN115100855A (en) * 2022-06-20 2022-09-23 公安部交通管理科学研究所 Early warning method and system for hidden danger vehicles on highway
CN115100868A (en) * 2022-07-27 2022-09-23 沧州市交通运输局 Traffic transport traffic flow node risk degree determination method based on big data analysis
CN115100868B (en) * 2022-07-27 2022-11-04 沧州市交通运输局 Traffic transport vehicle flow node risk degree determination method based on big data analysis
CN115346370A (en) * 2022-08-10 2022-11-15 重庆大学 Intersection anti-collision system and method based on intelligent traffic
CN115346370B (en) * 2022-08-10 2023-11-03 重庆大学 Intersection anti-collision system and method based on intelligent traffic

Similar Documents

Publication Publication Date Title
CN106530831A (en) System and method for monitoring and early warning of high-threat vehicles
US10332401B2 (en) Running vehicle alerting system and method
CN102765365B (en) Pedestrian detection method based on machine vision and pedestrian anti-collision warning system based on machine vision
CN100440269C (en) Intelligent detecting prewarning method for expressway automobile running and prewaring system thereof
CN104260723B (en) A kind of front vehicle motion state tracking prediction meanss and Forecasting Methodology
CN110400478A (en) A kind of road condition notification method and device
CN101934771B (en) Vehicle collision warning system
CN102785660A (en) Vehicle collision-proof early warning device
CN104809887B (en) A kind of retrograde detection method of vehicle on expressway and autoalarm
CN206961331U (en) A kind of high threat vehicle monitoring early warning system
CN110316198A (en) A kind of safe-guard system and operation method for highway speed-raising
CN105303830A (en) Driving behavior analysis system and analysis method
CN105405321A (en) Safety early warning method during running of vehicles on freeway and system
CN107336724B (en) A kind of the high-speed rail anticollision gear and method of computer vision and millimeter-wave technology combination
CN104200668A (en) Image-analysis-based detection method for helmet-free motorcycle driving violation event
CN101391589A (en) Vehicle intelligent alarming method and device
CN110718062A (en) Large-area multi-target traffic incident detection system and method
CN109448384B (en) A kind of highway danger traffic behavior recognition methods
CN110085042A (en) A kind of vehicle drive early warning system and method based on information fusion
CN113034952B (en) Road traffic safety real-time early warning system based on vehicle-road cooperation
CN108346316A (en) A kind of prevention and control system violating the regulations of the intelligence based on lane detection
CN105235680A (en) Pedestrian avoiding method and system based on cloud computing
CN108973859A (en) A kind of terrible Preventing Traffic Accident System and method of popping one's head in
CN106383918A (en) System for distinguishing reasonability of emergency braking behavior and distinguishing method
CN104134350A (en) Intelligent dome camera system for traffic violation behavior recognition

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication

Application publication date: 20170322

RJ01 Rejection of invention patent application after publication