CN102592475A - Crossing traffic early warning system - Google Patents

Crossing traffic early warning system Download PDF

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Publication number
CN102592475A
CN102592475A CN2011100079791A CN201110007979A CN102592475A CN 102592475 A CN102592475 A CN 102592475A CN 2011100079791 A CN2011100079791 A CN 2011100079791A CN 201110007979 A CN201110007979 A CN 201110007979A CN 102592475 A CN102592475 A CN 102592475A
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CN
China
Prior art keywords
early warning
warning system
crossing traffic
traffic early
pedestrian
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Pending
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CN2011100079791A
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Chinese (zh)
Inventor
邹嘉骏
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Utechzone Co Ltd
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Utechzone Co Ltd
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Publication date
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Priority to CN2011100079791A priority Critical patent/CN102592475A/en
Publication of CN102592475A publication Critical patent/CN102592475A/en
Pending legal-status Critical Current

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Abstract

The invention relates to a crossing traffic early warning system, which is arranged at a road corner part, a turning part or a crossing and comprises an image obtaining unit, an operation unit and a warning unit, wherein the image obtaining unit is used for obtaining images in a monitoring region, generating image signals and transmitting the image signals, the operation unit is used for receiving the image signals and loading analysis program for analyzing the image signals to obtain vehicle information or pedestrian information from the analysis signals, in addition, control signals are generated according to the obtained vehicle information or pedestrian information, the warning unit is used for receiving the control signals and generating a warning according to the control signals. The system provides early warning for pedestrians and drivers in positions of road corner parts and the like, the safety of the pedestrians is ensured, and further, the effect of remote image pick-up monitoring can be reached.

Description

The crossing traffic early warning system
Technical field
The present invention relates to a kind of early warning system, pedestrian and driver particularly can be provided information of vehicles and pedestrian information in road cross, corner or turning in real time, and can store the crossing traffic early warning system of image.
Background technology
The wide-angle event mirror generally is installed in the bad zone of corner visual isopter at crossing or entrance to a lane, supplies pedestrian or vehicle drive people when having vehicles or pedestrians to move closer to the corner, can notice.The reflected image of the wide-angle event mirror through being arranged on the place ahead, corner can be watched the field conditions because of the corner of sight line crested in advance.In set general wide-angle event mirrors such as road corners, mainly be to let the wide-angle event image of beholder through the wide-angle event mirror increase to bend corner etc. the visual angle when visual, reach the walking along the street purpose of safety.
Yet at present general wide-angle event mirror is because of being arranged at vehicle contact place, and minute surface often attaches dirty, is difficult to the identification reflected image, reduces the effectiveness of wide-angle event mirror greatly; In addition, pedestrian or driver usually must just can be visual near wide-angle event Jing Chu to the image of direct reflection, also because must closely watch; Spaces of vehicles is too small when causing meeting, if add that the speed of a motor vehicle is too fast, reacts too late easily and situation that meet with a traffic accident; Moreover the wide-angle event mirror also has the problem of beholder's sight angle, the visual angle just may take place when askew partially; Driver's false judgment meeting following distance or people workshop are separated, and then produce unexpected problem, further; The only simple cremasteric reflex image of general wide-angle event mirror when getting into an accident, can't reduce site of the accident situation and investigates thoroughly traffic accident responsibility.
Summary of the invention
In view of this, the present invention provides a kind of crossing traffic early warning system, is arranged at not Jia Chu of road turning, crossing or corner visual isopter; It can be in suitable distance; With explicit simple signal, initiatively remind pedestrian or vehicle drive people to notice that the outer road of sight line sends a car and People's Bank of China's situation, can significantly reduce the unexpected probability that takes place of traffic accident; More can supply to have access in the future, solve the technical matters of known for a long time general wide-angle event mirror through shooting with video-corder of image.
The object of the invention is to provide a kind of crossing traffic early warning system, lets the driver need not keep a close watch on the image that the wide-angle event mirror is reflected nervously, more can ensure the safety with passerby, can shoot with video-corder image simultaneously.
A kind of crossing traffic early warning system is provided in one embodiment of the invention; This crossing traffic early warning system can be installed in road cross, corner or turning etc.; Comprise at least one image acquiring unit,, produce signal of video signal and transmit signal of video signal in order to obtain the image in the guarded region; Arithmetic element in order to receive signal of video signal and to load routine analyzer, therefrom draws information of vehicles or pedestrian information to analyze signal of video signal, and according to information of vehicles of being obtained or pedestrian information, produces control signal and transmit control signal; And the caution unit, in order to the reception control signal, and according to control signal generation caution, this caution can provide pedestrian and driver to send a car and pedestrian's early warning in what road cross, corner or turning etc. were located.
Image acquiring unit in one embodiment of the invention comprise Charged Coupled Device (CCD), complementary metal oxide layer semiconductor (CMOS) or network camera (IP Camera) one of them.
Information of vehicles in one embodiment of the invention comprise car speed, vehicle direct of travel or vehicle kenel one of them.
Pedestrian information in one embodiment of the invention comprise pedestrian's speed, pedestrian's direct of travel or pedestrian's kenel one of them.
Guarded region in one embodiment of the invention comprise road junction, L shaped road corner, T shape road corner or circular arc road bend one of them.
Crossing traffic early warning system in one embodiment of the invention, wherein the crossing traffic early warning system also includes storage element, in order to store signal of video signal.
Crossing traffic early warning system in one embodiment of the invention, wherein storage element is in order to store the signal of video signal through the arithmetic element analysis.
Caution in one embodiment of the invention be voice, the sound, light or captions one of them.
Crossing traffic early warning system in one embodiment of the invention also includes the light auxiliary unit, connects this image acquiring unit, and this light auxiliary unit is carried out obtaining of image in order to luminous with auxiliary this image acquiring unit.
Crossing traffic early warning system in one embodiment of the invention wherein according to a segmentation condition, drives the caution unit by control signal and sends caution.
Description of drawings
In order to be illustrated more clearly in the embodiment of the invention or technical scheme of the prior art; To do to introduce simply to the accompanying drawing of required use in embodiment or the description of the Prior Art below; Obviously, the accompanying drawing in describing below only is some embodiments of the present invention, for those of ordinary skills; Under the prerequisite of not paying creative work, can also obtain other accompanying drawing according to these accompanying drawings.
The 1st figure is the framework calcspar according to the crossing traffic early warning system of one embodiment of the invention.
The 2nd figure is the synoptic diagram according to the crossing traffic early warning system of the part unit that is arranged at L shaped road of one embodiment of the invention.
The 3rd figure is the synoptic diagram according to the crossing traffic early warning system of the part unit that is arranged at T shape road of one embodiment of the invention.
The 4th figure is the synoptic diagram according to the crossing traffic early warning system of the part unit that is arranged at the circular arc road of one embodiment of the invention.
Wherein Reference numeral is: 100, and the crossing traffic early warning system; 110,210,310,410, the image acquiring unit; 111, signal of video signal; 120, arithmetic element; 121, control signal; 122, routine analyzer; 130,230,330,430, the caution unit; 131, caution; 140, storage element; 150, the light auxiliary unit; 200, L shaped road; 220,320,420, guarded region; 240,340,440, vehicle; 250,350,450, information of vehicles; 260,360,460, the pedestrian; 270,370,470, pedestrian information; 300, T shape road; 400, the circular arc road.
Embodiment
To combine the accompanying drawing in the embodiment of the invention below, the technical scheme of the embodiment of the invention is carried out clear, intactly description, obviously, described embodiment only is a part of embodiment of the present invention, rather than whole embodiment.Based on the embodiment among the present invention, all other embodiment that those of ordinary skills are obtained under the prerequisite of not making creative work belong to the scope that the present invention protects.
The object of the invention; Be to provide a kind of crossing traffic early warning system; Can be in the crossing, people's cars such as turning and corner are crowded or sight line not Jia Chu detect whether the distance in workshop is safe range; And sending a car or the pedestrian produces alarm when getting in the fence coverage, to driver and pedestrian caution is provided.
Please refer to the 1st figure, it is the framework calcspar according to the crossing traffic early warning system of one embodiment of the invention.The crossing traffic early warning system 100 of one embodiment of the invention can be installed in road corner, turning or crossing etc. and locate, and includes: image acquiring unit 110, arithmetic element 120 and caution unit 130.
Crossing traffic early warning system 100 comprises at least one image acquiring unit 110, and image acquiring unit 110 can comprise Charged Coupled Device (CCD), complementary metal oxide layer semiconductor (CMOS) or network camera (IP Camera) one of them or its combination in any; Image acquiring unit 110 also can be a concealed camera.In the present embodiment; Image acquiring unit 110 is done single or multidirectional shooting with video-corder in places such as road corners; Obtain the image in the guarded region, and produce signal of video signal 111 (signal of video signal 111 can be digital image signal or analog image signal), the signal of video signal 111 that will obtain continuously again sends connected arithmetic element 120 to; Wherein, image acquiring unit 110 can also include other unit between the two with arithmetic element 120.Guarded region can comprise road junction, L shaped road corner, T shape road corner or circular arc road bend one of them or its combination in any.
Arithmetic element 120 receives signal of video signal 111; And load routine analyzer 122, to analyze signal of video signal 111 (, then also needing arithmetic element 120 to be converted into digital image signal earlier) if signal of video signal 111 is the analog image signal; There are being vehicle and pedestrian to come then; In signal of video signal 111, tell dynamic object image and background video, detect the dynamic object image after, then in the dynamic object image, recognize information of vehicles and pedestrian information according to dynamic perfromance; Wherein, The analysis that 122 pairs of signal of video signal 111 of arithmetic element 120 loading routine analyzers are carried out can comprise motion detection, target classification, behavioural analysis and target following etc.; For instance, at first from signal of video signal 111, detect moving object, determining moving object again is to belong to vehicles or pedestrians; Then follow the trail of the movement locus of vehicles or pedestrians; Wherein, motion detection is in picture data, region of variation to be extracted from background video, and motion detection algorithm reduces three kinds: background null method, time differential method and optical flow method; Target classification can comprise based on the classification of kinetic characteristic with based on classification of shape information etc.; Target following is according to different tracking, can be divided into based on the zone, based on active contour and based on the tracking of characteristic etc., and the mode that more than discloses is merely and illustrates, not as limit.
The information of vehicles that arithmetic element 120 is detected comprises car speed for example (according to calculating through the time that distance spent between two preset fixed points), vehicle direct of travel (calculating institute through 2 vector) or vehicle kenel (according to image size, characteristic and profile), and the vehicle kenel for example comprises visible vehicle class on the present road such as bicycle, locomotive, minibus, medium truck, large truck, rig; And the pedestrian information that arithmetic element 120 is detected comprises pedestrian's speed for example (according to calculating through the time that distance spent between two preset fixed points), pedestrian's direct of travel (calculate through 2 vector) or pedestrian's kenel (according to image size, characteristic, action and profile); And that pedestrian's kenel comprises is for example single, 5 people with interior or 10 people with different number crowds such as interior; Or the pedestrian of slow in action inconvenience, or pupil of short and small stature etc.
For example; Setting through guarded region internal trigger line; Or according to the car speed or the pedestrian's speed that get in the guarded region; Arithmetic element 120 also can calculate the distance and the time of vehicles or pedestrians to road junction, L shaped road corner, T shape road corner or circular arc road bend, so that send clearly caution ahead of time.
In case arithmetic element 120 has detected vehicle in guarded region after analyzing, simultaneously further with reference to car speed, vehicle direct of travel and vehicle kenel, and produce control signal 121, and transmit control signal 121 and give connected caution unit 130; Or arithmetic element 120 has detected the pedestrian in guarded region after analyzing; Simultaneously further with reference to pedestrian's speed, pedestrian's direct of travel and pedestrian's kenel; And generation control signal 121; And transmit control signal 121 and give connected caution unit 130, wherein, arithmetic element 120 and caution unit 130 can also include other unit between the two.
Arithmetic element 120 can comprise that digital signal processor (DSP) or central processing unit (CPU) etc. have the processor of the calculation function that comprises analog/digital, digital-to-analog conversion.
Caution unit 130 receives control signal 121, and produces caution 131 according to control signal 121; Caution unit 130 can comprise loudspeaker, broadcaster, loudspeaker, LED light-emitting device, LED film titler or LED horse race lamp device one of them or its combination in any etc.; Caution 131 can comprise voice, the sound (time length, sound number or sound frequency etc.), light (continuing light or flash of light etc.) or captions one of them or its combination in any.
In one embodiment of the invention, according to predefined segmentation condition, drive caution unit 130 by control signal 121 and send caution 131, when for example being positioned at beyond the guarded region when sending a car, caution unit 130 does not produce caution 131; Come in the guarded region when sending a car; Caution unit 130 produces sound caution; And when vehicle during more near guarded region core positions such as road junction, L shaped road corner, T shape road corner or circular arc road bends, the caution sound that caution unit 130 produces is rapid more.Or vehicle is when at a high speed getting in the guarded region, and captions will show " send a car at a high speed, please step up vigilance, still have 220 meters apart from the crossing, arrive the crossing in 5 seconds ", and the voice broadcast service of arranging in pairs or groups simultaneously, with prompting pedestrian and vehicle drive.Or arithmetic element 120 has detected the vehicle reverse driving when entering in the guarded region, will flash.Maybe ought detect the vehicle kenel is that the big truck of tonnage enters in the guarded region; And during more near crossing, turning or corner, the frequency that the voice of " truck is approaching, please step up vigilance " send will be high more; Along with truck breaks away from guarded region gradually, the audible frequency of voice also will be by height gradually to not having.Or arithmetic element 120 has detected pokesy pedestrian or crowd when entering in the guarded region; The LED film titler will show " pedestrian is crossed the crossing; still have 10 meters apart from the corner; 0.27 kilometer of speed per hour, estimates that arrive at the corner still had 10 times in second, and vehicle please slow down " and collocation caution flashlamp bright lamp that glimmers.
According to another embodiment of the present invention, above-mentioned crossing traffic early warning system 100 also comprises storage element 140, is connected with arithmetic element 120, and wherein, storage element 140 and arithmetic element 120 can also include other unit between the two.Storage element 140 is in order to store signal of video signal 111; Further; Storage element 140 can only store the signal of video signal 111 when finding to have people or car to occur after process arithmetic element 120 is analyzed; Can reach the benefit of saving the storage area, and have access to incident image at that time after supplying to get into an accident, investigate thoroughly traffic accident responsibility with reduction site of the accident situation.
According to still another embodiment of the invention, above-mentioned crossing traffic early warning system 100 also comprises light auxiliary unit 150, is connected in image acquiring unit 110; Light auxiliary unit 150 is carried out obtaining of image with auxiliary image acquiring unit 110, particularly under the environment condition of poor in order to luminous; For example during night; The image quality that image acquiring unit 110 is taken can decline to a great extent, and the bad system that will let of discrimination power can't judge correct result, and this moment, light auxiliary unit 150 was promptly in order to overcome the atrocious weather situation; Increase discrimination power, system can correctly be judged.
The 2nd figure is the synoptic diagram according to the crossing traffic early warning system of the part unit that is arranged at L shaped road of one embodiment of the invention.Shown in the 2nd figure; In the corner of L shaped road 200, be provided with image acquiring unit 210, in order to obtain the image in the guarded region 220 (comprising L shaped road corner); When vehicle 240 by left; Or pedestrian 260 is by right-hand and enter in the guarded region 220, and detected information of vehicles 250 (comprising car speed, vehicle direct of travel and vehicle kenel) or pedestrian information 270 is when (comprising pedestrian's speed, pedestrian's direct of travel and pedestrian's kenel), and caution unit 230 will send caution; For example show captions and sound indication " please note left send a car fast ", or " please noting right-hand pedestrian ".
The 3rd figure is the synoptic diagram according to the crossing traffic early warning system of the part unit that is arranged at T shape road of one embodiment of the invention.Shown in the 3rd figure; Bottom end position in T shape road 300; Be provided with two image acquiring units 310, in order to obtaining the image in the guarded region 320 (comprising T shape road corner), when vehicle 340 or pedestrian 360 enter in the guarded region 320; And when being detected information of vehicles 350 or pedestrian information 370, caution unit 330 will send caution.
The 4th figure is the synoptic diagram according to the crossing traffic early warning system of the part unit that is arranged at the circular arc road of one embodiment of the invention.Shown in the 4th figure,, be provided with two image acquiring units 410 in the turning of circular arc road 400; In order to obtain the image in the guarded region 420 (comprising the circular arc road bend); When vehicle 440 by right-hand and enter in the guarded region 420, and when being detected information of vehicles 450, or pedestrian 460 enters into and is just crossing over road in the guarded region 420; And when being detected pedestrian information 470, caution unit 430 will send caution.
Though being integrated into single electronic structure according to the crossing traffic early warning system of one embodiment of the invention with image acquiring unit, arithmetic element, caution unit, storage element and light auxiliary unit is that example is explained; Yet ordinary skill in the art personnel can learn; Arithmetic element and storage element also can be done long-range setting, and image acquiring unit, light auxiliary unit and caution unit are installed near the guarded region.
Crossing traffic early warning system according to one embodiment of the invention can be installed in the left and right sides, a crossing; When having vehicles or pedestrians to move closer to the crossing on the right side; Pedestrian on the left of letting or driver can be through watching the information warning of caution unit attentively; Or hear the caution caution sound that the unit sent etc., notice the state of the opposite side portion that eyes unable is noticed under the normal visual field.The setting of alarming device is also arranged, with the pedestrian or the driver on caution right side in the left side.
In sum, the present invention grasps the corner field conditions that is invisible to the naked eye can near pedestrian or the driver the road corner, and can the image of field conditions be sent to long-rangely, also can store confession and have access in the future, helps the guarantee with passerby's safety.
The above; Be merely embodiment of the present invention, but protection scope of the present invention is not limited thereto, any technician who is familiar with the present technique field is in the technical scope that the present invention discloses; The variation that can expect easily or replacement all should be encompassed within protection scope of the present invention.Therefore, protection scope of the present invention should be as the criterion with the protection domain of said claim.

Claims (10)

1. a crossing traffic early warning system is arranged at road corner, turning or crossing, it is characterized in that, this crossing traffic early warning system comprises:
At least one image acquiring unit in order to obtain the image in the guarded region, produces a signal of video signal and transmits this signal of video signal;
An operational unit for receiving the video signal and load an analysis procedure to analyze the image signal derived from a vehicle information or pedestrian information Shu, and based on the acquired information on the vehicle or pedestrian information, generates a control signal and transmits the control signal; and
One caution unit in order to receiving this control signal, and produces a caution according to this control signal.
2. crossing traffic early warning system according to claim 1 is characterized in that, this image acquiring unit comprise Charged Coupled Device, complementary metal oxide layer semiconductor or network camera one of them.
3. crossing traffic early warning system according to claim 1 is characterized in that, this guarded region comprise road junction, L shaped road corner, T shape road corner or circular arc road bend one of them.
4. crossing traffic early warning system according to claim 1 is characterized in that, this information of vehicles comprise car speed, vehicle direct of travel or vehicle kenel one of them.
5. crossing traffic early warning system according to claim 1 is characterized in that, this pedestrian information comprise pedestrian's speed, pedestrian's direct of travel or pedestrian's kenel one of them.
6. crossing traffic early warning system according to claim 1 is characterized in that, this crossing traffic early warning system also comprises a storage element, in order to store this signal of video signal.
7. crossing traffic early warning system according to claim 6 is characterized in that, this storage element is in order to store this signal of video signal through this arithmetic element analysis.
8. crossing traffic early warning system according to claim 1 is characterized in that, this caution for voice, the sound, light or captions one of them.
9. crossing traffic early warning system according to claim 1; It is characterized in that this crossing traffic early warning system also comprises a light auxiliary unit, connect this image acquiring unit; This light auxiliary unit is carried out obtaining of image in order to luminous with auxiliary this image acquiring unit.
10. crossing traffic early warning system according to claim 1 is characterized in that, according to a segmentation condition, drives this caution unit by this control signal and sends this caution.
CN2011100079791A 2011-01-14 2011-01-14 Crossing traffic early warning system Pending CN102592475A (en)

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Cited By (18)

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Publication number Priority date Publication date Assignee Title
CN103280122A (en) * 2013-06-17 2013-09-04 陕西科技大学 Signal-control crossroad vehicle collision avoidance pre-warning system
CN104050837A (en) * 2014-06-10 2014-09-17 奇瑞汽车股份有限公司 Driving safety prompting method and device
CN104134360A (en) * 2014-08-14 2014-11-05 奇瑞汽车股份有限公司 Intersection pedestrian recognition safety control system and method based on short-range communication
CN104700520A (en) * 2015-02-10 2015-06-10 宁德师范学院 Special vehicle warning lamp and method
CN104882027A (en) * 2015-05-29 2015-09-02 武汉理工大学 Curve automobile meeting early warning system
CN104933896A (en) * 2015-06-26 2015-09-23 王炳华 Intersection indicating rod and alarm system
CN105374159A (en) * 2014-08-11 2016-03-02 林昭宏 Article loss preventing device and method
CN106295583A (en) * 2016-08-15 2017-01-04 深圳市华宝电子科技有限公司 A kind of method and device reminding user's drive manner
CN109147326A (en) * 2018-09-06 2019-01-04 北京理工大学 A kind of Campus transport safety warning system
CN109949613A (en) * 2019-04-10 2019-06-28 吉利汽车研究院(宁波)有限公司 Pedestrian's alarming device
CN110009901A (en) * 2019-05-24 2019-07-12 安徽超远信息技术有限公司 Vehicle and the two-way prior-warning device of pedestrian and its application based on multiple target radar
CN110047329A (en) * 2019-05-24 2019-07-23 安徽超远信息技术有限公司 Vehicle and the two-way prior-warning device of vehicle/pedestrian at a kind of non-lamp control intersection or bend two sides
CN110556026A (en) * 2019-10-14 2019-12-10 山东浪潮人工智能研究院有限公司 Intersection safety prompting system and method
CN110556000A (en) * 2018-06-04 2019-12-10 义硕智能股份有限公司 Artificial intelligence traffic detection system
CN110555995A (en) * 2019-09-27 2019-12-10 郑州大学 Smart city bad sight distance vehicle meeting early warning system based on Internet of vehicles
CN113228038A (en) * 2018-12-18 2021-08-06 法雷奥照明公司 Method for obtaining an image of an object to be classified and related system
GB2537102B (en) * 2015-03-25 2021-12-08 Fusion Proc Ltd System for notifying road users of traffic conditions
CN115346361A (en) * 2021-05-13 2022-11-15 上海博泰悦臻网络技术服务有限公司 Visual field blind area warning system and method

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Cited By (21)

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Publication number Priority date Publication date Assignee Title
CN103280122A (en) * 2013-06-17 2013-09-04 陕西科技大学 Signal-control crossroad vehicle collision avoidance pre-warning system
CN103280122B (en) * 2013-06-17 2015-09-23 陕西科技大学 A kind of signal controls crossroad collision prevention of vehicle early warning system
CN104050837A (en) * 2014-06-10 2014-09-17 奇瑞汽车股份有限公司 Driving safety prompting method and device
CN105374159A (en) * 2014-08-11 2016-03-02 林昭宏 Article loss preventing device and method
CN104134360A (en) * 2014-08-14 2014-11-05 奇瑞汽车股份有限公司 Intersection pedestrian recognition safety control system and method based on short-range communication
CN104700520A (en) * 2015-02-10 2015-06-10 宁德师范学院 Special vehicle warning lamp and method
GB2537102B (en) * 2015-03-25 2021-12-08 Fusion Proc Ltd System for notifying road users of traffic conditions
CN104882027A (en) * 2015-05-29 2015-09-02 武汉理工大学 Curve automobile meeting early warning system
CN104933896A (en) * 2015-06-26 2015-09-23 王炳华 Intersection indicating rod and alarm system
CN106295583A (en) * 2016-08-15 2017-01-04 深圳市华宝电子科技有限公司 A kind of method and device reminding user's drive manner
CN106295583B (en) * 2016-08-15 2020-02-07 深圳市华宝电子科技有限公司 Method and device for reminding user of driving mode
CN110556000A (en) * 2018-06-04 2019-12-10 义硕智能股份有限公司 Artificial intelligence traffic detection system
CN109147326A (en) * 2018-09-06 2019-01-04 北京理工大学 A kind of Campus transport safety warning system
CN113228038A (en) * 2018-12-18 2021-08-06 法雷奥照明公司 Method for obtaining an image of an object to be classified and related system
CN109949613A (en) * 2019-04-10 2019-06-28 吉利汽车研究院(宁波)有限公司 Pedestrian's alarming device
CN109949613B (en) * 2019-04-10 2020-08-21 吉利汽车研究院(宁波)有限公司 Pedestrian warning device
CN110047329A (en) * 2019-05-24 2019-07-23 安徽超远信息技术有限公司 Vehicle and the two-way prior-warning device of vehicle/pedestrian at a kind of non-lamp control intersection or bend two sides
CN110009901A (en) * 2019-05-24 2019-07-12 安徽超远信息技术有限公司 Vehicle and the two-way prior-warning device of pedestrian and its application based on multiple target radar
CN110555995A (en) * 2019-09-27 2019-12-10 郑州大学 Smart city bad sight distance vehicle meeting early warning system based on Internet of vehicles
CN110556026A (en) * 2019-10-14 2019-12-10 山东浪潮人工智能研究院有限公司 Intersection safety prompting system and method
CN115346361A (en) * 2021-05-13 2022-11-15 上海博泰悦臻网络技术服务有限公司 Visual field blind area warning system and method

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Application publication date: 20120718