CN107293125A - A kind of escape vehicle recognition and tracking system based on unmanned plane - Google Patents
A kind of escape vehicle recognition and tracking system based on unmanned plane Download PDFInfo
- Publication number
- CN107293125A CN107293125A CN201710535001.XA CN201710535001A CN107293125A CN 107293125 A CN107293125 A CN 107293125A CN 201710535001 A CN201710535001 A CN 201710535001A CN 107293125 A CN107293125 A CN 107293125A
- Authority
- CN
- China
- Prior art keywords
- information
- module
- unmanned plane
- target
- tracking
- 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
Links
Classifications
-
- 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
- G08G1/017—Detecting movement of traffic to be counted or controlled identifying vehicles
- G08G1/0175—Detecting movement of traffic to be counted or controlled identifying vehicles by photographing vehicles, e.g. when violating traffic rules
-
- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G5/00—Traffic control systems for aircraft, e.g. air-traffic control [ATC]
- G08G5/0073—Surveillance aids
- G08G5/0078—Surveillance aids for monitoring traffic from the aircraft
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Radar, Positioning & Navigation (AREA)
- Remote Sensing (AREA)
- Aviation & Aerospace Engineering (AREA)
- Traffic Control Systems (AREA)
Abstract
The invention discloses a kind of escape vehicle recognition and tracking system based on unmanned plane, including information centre, unmanned aerial vehicle platform and communication module；Described information carries out information interchange associative operation centrally through being wirelessly transferred with outside；The unmanned aerial vehicle platform includes information receiving module, identification module, target tracking module and locating module；The escape vehicle information sent for receive information center；Target following is realized in the car plate locking tracking target identified according to escape vehicle information, control unmanned plane during flying movement；Communication module is mounted on unmanned aerial vehicle platform is sent to information centre by its positional information.The characteristics of present invention has quick response, maneuverability, improves traffic control efficiency on duty, realizes application of the unmanned plane in traffic Added Management field.
Description
Technical field
The present invention relates to unmanned air vehicle technique, more particularly to a kind of escape vehicle recognition and tracking system based on unmanned plane.
Background technology
With the quickening of economic construction paces, Urbanization in China has been enter into Rapid development stage, the increasingly increasing of vehicle
It is many, while city traffic network is that people's life brings convenient, also all brought for road traffic and traffic administration very big
Pressure, while vehicle peccancy, the quantity escaped also increase sharply.Traditional road, which fixes video camera shooting area, dead angle, leads
Some drivers are caused to seek loopholes；And it is high to violating the regulations, the real-time treatability of escape vehicle, it is impossible to which that processing in time causes traffic control department
Work efficiency drop.
Unmanned plane（Unmanned Aerial Vehicle）Be it is a kind of it is dynamic, controllable, can reuse nobody drive
ROV is sailed, with the advantage such as inexpensive, high-effect, maneuverability, initially based on military, in recent years, with unmanned plane
Development, its manufacturing cost is substantially reduced, and stability and reliability are significantly improved.Small-sized, light, controllable miniature self-service
Machine is just widely used in civil area.
Application of the unmanned plane in traffic administration at this stage, is mainly used for road information collection and current to traffic in real time
Situation is monitored.In correlation technique, unmanned plane has the Patents for being applied to and arresting offender field, but precision is not
High, automaticity is low, and temporarily nothing is applied in the traffic Added Management field to the recognition and tracking of escape vehicle license plate number.
So the present invention is improves vehicle supervision department to the disposal ability of escape vehicle and the efficiency on duty of traffic police, with reference to
The characteristics of unmanned plane quick response, maneuverability, designs this escape vehicle recognition and tracking system supplymentary traffic pipe based on unmanned plane
Reason department carries out traffic administration.
The content of the invention
The technical problem to be solved in the present invention is that there is provided a kind of escaping based on unmanned plane for defect of the prior art
Ease vehicle identification tracking system, the characteristics of system has quick response, maneuverability can overcome the disadvantages that the fixed video camera of tradition to escaping
Ease vehicle is implemented to chase the deficiency such as time-consuming, poorly efficient of processing.
The technical solution adopted for the present invention to solve the technical problems is：Escape vehicle recognition and tracking system based on unmanned plane
System, including：
Including information centre, unmanned aerial vehicle platform and communication module；
The unmanned aerial vehicle platform includes information receiving module, identification module, target tracking module and locating module；
Information receiving module, the escape vehicle information sent for receive information center, the escape vehicle information includes car plate
Number, and need the geographical coverage area of patrol；
Identification module, for unmanned plane according to escape vehicle information recognition and verification escape vehicle；Unmanned plane is utilized by camera
License plate recognition technology identifies the target license plate of mobile cart on road；
Target tracking module, for according to the car plate locking tracking target identified, target to be realized in control unmanned plane during flying movement
Tracking；
Target tracking module includes flight module, power supply module and collision prevention module；
Locating module, for sending the positional information for tracking target to communication module by GPS positioning technology；
Communication module, is mounted on unmanned aerial vehicle platform, and the positional information for being received is sent to information centre.
The beneficial effect comprise that：Propose a kind of escape vehicle recognition and tracking system based on unmanned plane.Should
System can make up the deficiency such as time-consuming, poorly efficient that the fixed video camera of tradition at present implements to chase processing to escape vehicle, with fast
The characteristics of speed response, maneuverability, vehicle supervision department is improved to the disposal ability of escape vehicle and the efficiency on duty of traffic police.
Brief description of the drawings
Below in conjunction with drawings and Examples, the invention will be further described, in accompanying drawing：
Fig. 1 is the system function module figure of the embodiment of the present invention；
Fig. 2 is the system flow chart of the embodiment of the present invention；
Fig. 3 is the automatic license plate recognition technology flow chart of the embodiment of the present invention；
Fig. 4 is that the intelligent vision of the embodiment of the present invention follows techniqueflow chart.
Embodiment
In order to make the purpose , technical scheme and advantage of the present invention be clearer, with reference to embodiments, to the present invention
It is further elaborated.It should be appreciated that specific embodiment described herein is not used to limit only to explain the present invention
The fixed present invention.
As shown in figure 1, the system function module figure of the present invention, it includes information centre, unmanned aerial vehicle platform and communication module；
The license plate number of unmanned aerial vehicle platform receive information center transmission and the geographical coverage area for needing unmanned plane to go on patrol, pass through Car license recognition
Technology and visual pursuit technology carry out locating and tracking to escape vehicle, and positional information is sent to communication using GPS positioning technology
Module, and by TCP/IP forms real-time Transmission to information centre, information centre sends it to traffic control department, traffic control department adjusts
Escape vehicle is intercepted with suitable police strength.
Described information carries out information interchange associative operation centrally through being wirelessly transferred with outside；Information centre escapes for transmission
Vehicle license plate number of escaping receives the location coordinate information of communication module transmission, sends it to traffic control department to unmanned aerial vehicle platform.
The unmanned aerial vehicle platform includes automatic car plate identification module, target tracking module and locating module；
Automatic car plate identification module identifies the target carriage of mobile cart on road using license plate recognition technology by camera
Board；
Target tracking module includes flight module, power supply module and collision prevention module, for according to the car plate identified, controlling nobody
Target following is realized in machine flight movement；
Locating module sends positional information to communication module by GPS positioning technology.
Communication module is mounted on unmanned aerial vehicle platform, for target position information to be sent into information centre.
Fig. 2 is present system flow chart, first, and the escape vehicle license plate number for needing to follow the trail of is sent to nothing by information centre
Automatic car plate identification module is opened after people's machine platform, unmanned plane receive information and makes an inspection tour the upper motor-car of road, target carriage is recognized
Bridge queen's unmanned plane is flown using target tracking module lock onto target vehicle, and using being mounted in communication module on unmanned plane by position
Confidence breath is real-time transmitted to information centre, and information centre, which receives, to be sent it to the police and chased after information；
If chasing success, feedback message sends this link of order fulfillment to unmanned plane or connect to information centre, information centre
And send next escape vehicle license plate number for needing to follow the trail of, otherwise send the instruction for continuing to track time vehicle to unmanned plane until grabbing
Catch success；
If unidentified then returned to target license plate re-starts second step until identifying that target license plate carries out the 3rd step again.
Automatic car plate identification process figure as shown in Figure 3, automatic Car license recognition is extracted first with image processing techniques
One or some suspected license plate areas, then pass through SVM（Support Vector Machine SVMs）To distinguish
Going out these regions, which is only real car plate, or is not car plate, if a region is car plate position, then
Then OCR is passed through（Optical Character Recognition optical character identifications）Technology identifies specific car plate
Number.
Target tracker schematic diagram as shown in Figure 4, is based on control platform after the characteristic value of target license plate is identified
Instruction enter target following pattern；
Target following technology selects " intelligent visions of FOLLOW SNAP 1.0 are followed " technology, and intelligent vision follows technology to be calculating
Machine vision（CV）One kind of technology, passes through the kinematic parameter to following target, such as position, speed, acceleration and movement locus
Characteristic is extracted and calculated, and then position, the movement tendency to aircraft etc. is controlled, final to realize to enter target
The technology that row is followed；
Intelligent vision follows technology to be that extraction and calculating based on pixel characteristic data are realized；In target moving process, calculate
The former frame and next frame of method meeting Auto-matching image, compare before and after being carried out to selected target region and judge and then control
Aircraft is followed；The deformation trace that algorithm can also have occurred and that according to target carries out fault-tolerant and prediction, to improve computing
As a result reliability and kinematic accuracy.In crowd, aircraft can also accurately identify target signature and be followed, without
It is offset in other targets, even if the target leaves picture, can be still recognized when it is again introduced into by aircraft.
After traffic control department, which transfers suitable police strength, to be intercepted on the route that target is advanced, information centre needs to send
Instruct and terminate the tracking of this target to unmanned aerial vehicle platform and enter in next target identification tracing task.
A kind of escape vehicle recognition and tracking system based on unmanned plane proposed by the present invention, can make up tradition at present fixed
Video camera is implemented to chase the deficiency such as time-consuming, poorly efficient of processing to escape vehicle, the characteristics of with quick response, maneuverability, carries
High vehicle supervision department is to the disposal ability of escape vehicle and the efficiency on duty of traffic police.
It should be appreciated that for those of ordinary skills, can according to the above description be improved or converted,
And all these modifications and variations should all belong to the protection domain of appended claims of the present invention.
Claims (2)
1. a kind of escape vehicle recognition and tracking system based on unmanned plane, it is characterised in that including：
Including information centre, unmanned aerial vehicle platform and communication module；
The unmanned aerial vehicle platform includes information receiving module, identification module, target tracking module and locating module；
Information receiving module, the escape vehicle information sent for receive information center, the escape vehicle information includes car plate
Number, and need the geographical coverage area of patrol；
Identification module, for unmanned plane according to escape vehicle information recognition and verification escape vehicle；Unmanned plane is utilized by camera
License plate recognition technology identifies the target license plate of mobile cart on road；
Target tracking module, for according to the car plate locking tracking target identified, target to be realized in control unmanned plane during flying movement
Tracking；
Locating module, for sending the positional information for tracking target to communication module by GPS positioning technology；
Communication module, is mounted on unmanned aerial vehicle platform, and the positional information for being received is sent to information centre.
2. the escape vehicle recognition and tracking system according to claim 1 based on unmanned plane, it is characterised in that described information
Centrally through being wirelessly transferred information interchange associative operation is carried out with outside.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710535001.XA CN107293125A (en) | 2017-07-03 | 2017-07-03 | A kind of escape vehicle recognition and tracking system based on unmanned plane |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710535001.XA CN107293125A (en) | 2017-07-03 | 2017-07-03 | A kind of escape vehicle recognition and tracking system based on unmanned plane |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN107293125A true CN107293125A (en) | 2017-10-24 |
Family
ID=60099992
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710535001.XA Pending CN107293125A (en) | 2017-07-03 | 2017-07-03 | A kind of escape vehicle recognition and tracking system based on unmanned plane |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN107293125A (en) |
Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108563689A (en) * | 2018-03-15 | 2018-09-21 | 深圳英飞拓科技股份有限公司 | A kind of tracking of target, device and equipment |
| CN110209189A (en) * | 2018-02-28 | 2019-09-06 | 本田技研工业株式会社 | Flight control assemblies, storage medium and vehicle |
| CN110703755A (en) * | 2019-10-21 | 2020-01-17 | 北京小马慧行科技有限公司 | Method, device and system for catching vehicle |
| CN112135038A (en) * | 2020-08-11 | 2020-12-25 | 浙江登凯建设有限公司 | Vehicle tracking method and system based on traffic monitoring and storage medium thereof |
| CN112863186A (en) * | 2021-01-18 | 2021-05-28 | 南京信息工程大学 | Vehicle-mounted unmanned aerial vehicle-based escaping vehicle rapid identification and tracking method |
| CN112969977A (en) * | 2020-05-28 | 2021-06-15 | 深圳市大疆创新科技有限公司 | Catching auxiliary method, ground command platform, unmanned aerial vehicle, system and storage medium |
| CN116434542A (en) * | 2023-03-24 | 2023-07-14 | 深圳市华天成科技有限公司 | Toll station management system based on vehicle analysis |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104777847A (en) * | 2014-01-13 | 2015-07-15 | 中南大学 | Unmanned aerial vehicle target tracking system based on machine vision and ultra-wideband positioning technology |
| CN205230342U (en) * | 2015-12-20 | 2016-05-11 | 武汉理工大学 | Highway unmanned aerial vehicle device of patrolling |
| CN105679023A (en) * | 2016-02-19 | 2016-06-15 | 李彦玮 | Motorway violation monitoring system based on unmanned plane |
| CN106097743A (en) * | 2016-08-13 | 2016-11-09 | 张选琪 | Vehicle identification UAS |
| CN106384513A (en) * | 2016-09-17 | 2017-02-08 | 刘进 | Fake-licensed car capturing system and method based on intelligent traffic |
-
2017
- 2017-07-03 CN CN201710535001.XA patent/CN107293125A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104777847A (en) * | 2014-01-13 | 2015-07-15 | 中南大学 | Unmanned aerial vehicle target tracking system based on machine vision and ultra-wideband positioning technology |
| CN205230342U (en) * | 2015-12-20 | 2016-05-11 | 武汉理工大学 | Highway unmanned aerial vehicle device of patrolling |
| CN105679023A (en) * | 2016-02-19 | 2016-06-15 | 李彦玮 | Motorway violation monitoring system based on unmanned plane |
| CN106097743A (en) * | 2016-08-13 | 2016-11-09 | 张选琪 | Vehicle identification UAS |
| CN106384513A (en) * | 2016-09-17 | 2017-02-08 | 刘进 | Fake-licensed car capturing system and method based on intelligent traffic |
Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN110209189A (en) * | 2018-02-28 | 2019-09-06 | 本田技研工业株式会社 | Flight control assemblies, storage medium and vehicle |
| CN108563689A (en) * | 2018-03-15 | 2018-09-21 | 深圳英飞拓科技股份有限公司 | A kind of tracking of target, device and equipment |
| CN110703755A (en) * | 2019-10-21 | 2020-01-17 | 北京小马慧行科技有限公司 | Method, device and system for catching vehicle |
| CN112969977A (en) * | 2020-05-28 | 2021-06-15 | 深圳市大疆创新科技有限公司 | Catching auxiliary method, ground command platform, unmanned aerial vehicle, system and storage medium |
| WO2021237618A1 (en) * | 2020-05-28 | 2021-12-02 | 深圳市大疆创新科技有限公司 | Capture assistance method, ground command platform, unmanned aerial vehicle, system, and storage medium |
| CN112135038A (en) * | 2020-08-11 | 2020-12-25 | 浙江登凯建设有限公司 | Vehicle tracking method and system based on traffic monitoring and storage medium thereof |
| CN112863186A (en) * | 2021-01-18 | 2021-05-28 | 南京信息工程大学 | Vehicle-mounted unmanned aerial vehicle-based escaping vehicle rapid identification and tracking method |
| CN116434542A (en) * | 2023-03-24 | 2023-07-14 | 深圳市华天成科技有限公司 | Toll station management system based on vehicle analysis |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN107293125A (en) | A kind of escape vehicle recognition and tracking system based on unmanned plane | |
| US10967862B2 (en) | Road anomaly detection for autonomous vehicle | |
| CN111695546B (en) | Traffic signal lamp identification method and device for unmanned vehicle | |
| WO2020042348A1 (en) | Method for generating autonomous driving navigation map, system, vehicle-mounted terminal, and server | |
| CN104243935B (en) | Airport field prison aims of systems monitoring method based on video identification | |
| CN109597077B (en) | Detection system based on unmanned aerial vehicle | |
| CN113781808A (en) | Method and system for passing internet-connected automatic driving vehicle at traffic light intersection | |
| JP7047374B2 (en) | Information gathering system | |
| CN108008738A (en) | Target Tracking System under being cooperateed with based on unmanned plane with unmanned vehicle | |
| CN110058597A (en) | A kind of automatic Pilot heterogeneous system and implementation method | |
| CN110837800A (en) | Port severe weather-oriented target detection and identification method | |
| CN107705609A (en) | Parking lot car searching method and device | |
| CN109800958A (en) | A kind of intelligence connection assistance system of automatic driving vehicle | |
| CN110825099B (en) | Inspection unmanned aerial vehicle control method and device for smart road | |
| CN104122891A (en) | Intelligent robot inspection system for city underground railway detection | |
| CN106020205A (en) | Unmanned vehicle system energy-saving control method and device | |
| WO2022143181A1 (en) | Information processing method and apparatus, and information processing system | |
| JP2017226371A (en) | Travel information display system and travel information display program | |
| CN107703936A (en) | Automatic Guided Vehicle system and dolly localization method based on convolutional neural networks | |
| CN111429734A (en) | Real-time monitoring system and method for inside and outside port container trucks | |
| CN102693640A (en) | Control system for providing priority signal for set vehicle and control method thereof | |
| CN112489125A (en) | Automatic detection method and device for storage yard pedestrians | |
| CN115493594A (en) | Patrol control system and method based on BIM | |
| US11117571B2 (en) | Vehicle control device, vehicle control method, and storage medium | |
| CN116312014B (en) | Intelligent navigation method for parking lot |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | 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: 20171024 |
|
| RJ01 | Rejection of invention patent application after publication |