CN108540579B - Driver identity online monitoring method and device and storage medium - Google Patents
Driver identity online monitoring method and device and storage medium Download PDFInfo
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- CN108540579B CN108540579B CN201810519766.9A CN201810519766A CN108540579B CN 108540579 B CN108540579 B CN 108540579B CN 201810519766 A CN201810519766 A CN 201810519766A CN 108540579 B CN108540579 B CN 108540579B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/59—Context or environment of the image inside of a vehicle, e.g. relating to seat occupancy, driver state or inner lighting conditions
- G06V20/597—Recognising the driver's state or behaviour, e.g. attention or drowsiness
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/18—Status alarms
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/01—Detecting movement of traffic to be counted or controlled
- G08G1/0104—Measuring and analyzing of parameters relative to traffic conditions
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- G—PHYSICS
- G08—SIGNALLING
- G08G—TRAFFIC CONTROL SYSTEMS
- G08G1/00—Traffic control systems for road vehicles
- G08G1/01—Detecting movement of traffic to be counted or controlled
- G08G1/0104—Measuring and analyzing of parameters relative to traffic conditions
- G08G1/0125—Traffic data processing
Abstract
The invention discloses a driver identity on-line monitoring method, a driver identity on-line monitoring device and a storage medium, wherein the method comprises the following steps: acquiring face image information of a driver in real time through the face acquisition device; determining the identity of the driver according to the collected facial image information of the driver, and carrying out online monitoring; when the driver identity is detected to be changed, the change data of the driver identity and the current time and position information are recorded, and the change data of the driver identity and the current time and position information are sent to a management terminal. The invention realizes real-time online monitoring of the identity of the driver and improves the driving safety of the vehicle.
Description
Technical Field
The invention relates to the technical field of vehicle personnel, in particular to a driver identity online monitoring method, a driver identity online monitoring device and a storage medium.
Background
At present, in various vehicles, particularly public vehicles, the verification of the identity of a driver is often used as the identity verification of the next shift when the vehicle is in a stopped state for shift change, so that the real-time online monitoring cannot be realized, and the abnormal change condition of the identity of the driver cannot be monitored in real time, thereby causing the potential safety hazard of vehicle driving.
Disclosure of Invention
The invention provides a driver identity online monitoring method, a driver identity online monitoring device and a storage medium, and aims to realize real-time online monitoring of the driver identity and improve the driving safety of a vehicle.
In order to achieve the above object, the present invention provides an online driver identity monitoring method, in which a face acquisition device is disposed in a vehicle, and the method includes:
acquiring face image information of a driver in real time through the face acquisition device;
determining the identity of the driver according to the collected facial image information of the driver, and carrying out online monitoring;
when the driver identity is detected to be changed, the change data of the driver identity and the current time and position information are recorded, and the change data of the driver identity and the current time and position information are sent to a management terminal.
Optionally, the determining the identity of the driver according to the collected facial image information of the driver, and the online monitoring includes:
carrying out face recognition on the driver according to the collected face image information of the driver to obtain a face recognition result;
and comparing the face recognition result with prestored driver identity information for verification, determining the identity of a driver, carrying out online monitoring, and sending the monitoring result to a preset management terminal of a management cloud platform in real time.
Optionally, the method further comprises:
and when the driver identity is detected to be changed into an illegal identity, sending a monitoring result to the management terminal in an alarm form.
Optionally, the step of acquiring the image information of the face of the driver in real time by the face acquisition device further comprises:
and pre-storing the face identification information of the person with the driving qualification and the corresponding identity card information in a management cloud platform database.
Optionally, the step of performing face recognition on the driver according to the acquired face image information of the driver includes:
sending the face image information of the driver acquired by the face acquisition device to a management cloud platform, and carrying out face identification on the driver by the management cloud platform to obtain a face identification result;
the method comprises the following steps of comparing a face recognition result with prestored driver identity information for verification, determining the identity of a driver, carrying out online monitoring, and sending the monitoring result to a management terminal preset by a management cloud platform in real time, wherein the steps comprise:
the management cloud platform searches a management cloud platform database, compares the face recognition result with prestored driver identity card information for verification, determines the identity of a driver, carries out online monitoring, and sends the monitoring result to a preset management terminal of the management cloud platform in real time.
Optionally, driver identity information and a face recognition program are pre-stored in the face acquisition device or the vehicle-mounted face recognition server; the step of carrying out face recognition on the driver according to the collected face image information of the driver comprises the following steps:
the face acquisition device or the vehicle-mounted face recognition server carries out face recognition on the driver according to the acquired face image information to obtain a face recognition result;
the method comprises the following steps of comparing a face recognition result with prestored driver identity information for verification, determining the identity of a driver, carrying out online monitoring, and sending the monitoring result to a management terminal preset by a management cloud platform in real time, wherein the steps comprise:
the face acquisition device or the vehicle-mounted face recognition server compares a face recognition result with the prestored driver identity information for verification, determines the identity of the current driver, sends the determined driver identity information to the management cloud platform in a wireless communication mode, and the management cloud platform monitors the identity of the driver on line and sends the monitoring result to the preset management terminal of the management cloud platform in real time.
Optionally, the method further comprises:
and analyzing the driving time of the current driver according to the online monitored data so as to carry out fatigue driving early warning according to the driving time of the current driver.
Optionally, the method further comprises:
the real-time online monitoring data and/or the data of identity authentication are/is stored in a management cloud platform, and are stored corresponding to the driver identity card information prestored in the management cloud platform so as to inquire historical data corresponding to the driver identity card information; and/or
The management cloud platform is associated with the management terminal and the traffic law enforcement system, and whether the identity of the driver is legal or not is judged according to the online monitoring data and/or the identity verification data; and/or
When the face acquisition device is disconnected or an illegal driver is identified, the function of early warning or alarming is started to inform corresponding field personnel or management personnel or departments.
The embodiment of the present invention further provides an online driver identity monitoring device, which includes a memory, a processor, and a computer program stored on the memory, where the computer program implements the steps of the method when being executed by the processor.
An embodiment of the present invention further provides a computer-readable storage medium, where a computer program is stored on the computer-readable storage medium, and when the computer program is executed by a processor, the computer program implements the steps of the method described above.
Compared with the prior art, the driver identity online monitoring method, the driver identity online monitoring device and the storage medium provided by the invention have the advantages that the face image information of the driver is collected in real time through the face collecting device; determining the identity of the driver according to the collected facial image information of the driver, and carrying out online monitoring; when the driver identity is detected to be changed, the change data of the driver identity and the current time and position information are recorded, and the change data of the driver identity and the current time and position information are sent to a management terminal. Therefore, the driver identity can be monitored on line in real time conveniently, the driving safety of the vehicle is improved, the detection intelligence and efficiency of personnel are improved, the mode can prevent the occurrence of the midway person change, the driving time of a certain driver can be analyzed through on-line data, and the fatigue driving early warning is carried out.
Drawings
FIG. 1 is a schematic flow chart of a first embodiment of a driver identity online monitoring method according to the present invention;
FIG. 2 is a schematic flow chart of a second embodiment of the driver identity online monitoring method according to the present invention;
FIG. 3 is a schematic flow chart of a third embodiment of the driver identity online monitoring method according to the present invention;
fig. 4 is a schematic structural diagram of an apparatus according to an embodiment of the present invention.
The implementation, functional features and advantages of the objects of the present invention will be further explained with reference to the accompanying drawings.
Detailed Description
It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
The main solution of the embodiment of the invention is as follows: acquiring face image information of a driver in real time through the face acquisition device; determining the identity of the driver according to the collected facial image information of the driver, and carrying out online monitoring; when the driver identity is detected to be changed, the change data of the driver identity and the current time and position information are recorded, and the change data of the driver identity and the current time and position information are sent to a management terminal. Therefore, the driver identity can be monitored on line in real time conveniently, the driving safety of the vehicle is improved, the detection intelligence and efficiency of personnel are improved, the mode can prevent the occurrence of the midway person change, the driving time of a certain driver can be analyzed through on-line data, and the fatigue driving early warning is carried out.
In the prior art, the identity of a driver cannot be verified in real time, so that the abnormal change condition of the identity of the driver cannot be monitored in real time, and the potential safety hazard of vehicle driving is caused.
The embodiment of the invention provides a solution, which can realize real-time online monitoring of the identity of a driver and improve the driving safety of a vehicle.
Specifically, referring to fig. 1, fig. 1 is a schematic flow chart of a first embodiment of a driver identity online monitoring method according to the present invention.
As shown in fig. 1, a first embodiment of the present invention provides an online driver identity monitoring method, in which a face acquisition device, i.e., a vehicle-mounted face acquisition device, is disposed in a vehicle, and the method includes:
step S101, acquiring face image information of a driver in real time through the face acquisition device;
step S102, determining the identity of the driver according to the collected facial image information of the driver, and carrying out online monitoring;
and step S103, when the driver identity is detected to be changed, recording the change data of the driver identity and the current time and position information, and sending the change data of the driver identity and the current time and position information to a management terminal.
The scheme of the embodiment can be applied to an on-board system and also can be applied to a vehicle management system. A face acquisition device is arranged in or outside the vehicle and used for acquiring face images of people in the vehicle so as to verify or monitor the identity of the driver on line. The face acquisition device may be a camera or other image acquisition device.
The face acquisition device can be arranged on the vehicle at multiple angles.
Use the monitoring driver as an example, can install the place ahead at the driver with face collection system, the angle of guaranteeing not to shelter from driver's sight and shoot is suitable, when the driver sits in the driver seat, face collection system can gather driver's face information, including the in-process of handing over duty, the in-process of driving, all can carry out initiative authentication and real-time monitoring to the driver to realize nimble, convenient driver identity on-line monitoring.
In the embodiment, after the driver changes over, the newly on-duty driver can enter the identification number, the driving license number, the operation on-duty card of the special vehicle and other identification numbers with unique identification information into the system through the vehicle-mounted equipment, wherein the identification number can be used for verifying the identity of the newly on-duty driver. The method can prevent the occurrence of the midway person changing, and can also analyze the driving time of a certain driver through online data to carry out fatigue driving early warning.
In the embodiment, the identity of the driver is determined according to the collected facial image information of the driver, and online monitoring is performed; when the driver identity is detected to be changed, the change data of the driver identity and the current time and position information are recorded, and the change data of the driver identity and the current time and position information are sent to a management terminal.
As an embodiment, when it is detected that the identity of the driver becomes an illegal identity, the monitoring result is sent to the management terminal in the form of an alarm.
The position information can be obtained by using the positioning data of a mobile phone navigation system or a vehicle-mounted system.
Specifically, as an implementation manner, the face recognition is performed on the driver according to the collected face image information of the driver, so as to obtain a face recognition result.
And comparing the face recognition result with prestored driver identity information for verification, determining the identity of a driver, carrying out online monitoring, and sending the monitoring result to a preset management terminal of the management cloud platform in real time.
Specifically, as an implementation mode, the face information of the driver can be collected in real time by the face collecting device in the shift change process or the driving process of the driver;
and then, carrying out face recognition on the collected face information of the driver to obtain a face recognition result.
As an implementation mode, the face recognition can be performed by a face acquisition device to obtain a face recognition result;
as another embodiment, the face image acquired by the face acquisition device may be sent to a vehicle-mounted system or a vehicle-mounted device or a vehicle-mounted face recognition server, and the vehicle-mounted system or the vehicle-mounted device or the vehicle-mounted face recognition server recognizes the face image data to obtain a face recognition result;
in addition, the video data acquired by the face acquisition device can be sent to the management cloud platform through an intelligent vehicle-mounted system or device or a vehicle-mounted face recognition server, and the management cloud platform recognizes face information in the video data to obtain a recognition result.
The face recognition result obtained by the face acquisition device or the vehicle-mounted system or device can also be uploaded to the management cloud platform.
After a face recognition result is obtained, the face recognition result is compared with the identity document information of the driver, the identity of the driver is determined, online monitoring is carried out, and the monitoring result is sent to a management terminal preset by a management cloud platform in real time.
If the comparison is successful, the identity authentication is passed or the identity online monitoring result is judged to be normal; otherwise, the identity authentication fails or the identity online monitoring result is judged to be abnormal.
It should be noted that the comparison operation may be completed by a vehicle-mounted system, a vehicle management system, or a management cloud platform.
Several implementations of online monitoring of vehicle personnel identity are set forth in detail below:
as an implementation mode, the management cloud platform carries out face recognition according to face image information and carries out identity comparison and verification.
Specifically, the face recognition information of the person with the driving qualification and the corresponding identity card information are prestored in a management cloud platform database.
After the face image information of the driver is collected in real time by the face collecting device, the face image information of the driver collected by the face collecting device is sent to a management cloud platform, and the management cloud platform carries out face recognition on the driver to obtain a face recognition result;
and then, the management cloud platform searches a management cloud platform database, compares the face recognition result with prestored driver identity card information for verification, determines the identity of the driver, carries out online monitoring, and sends the monitoring result to a preset management terminal of the management cloud platform in real time.
As another implementation mode, a face recognition server in the face acquisition device or on the vehicle carries out face recognition according to face image information, identity comparison verification is carried out, and a verification result is sent to the management cloud platform.
Specifically, the driver identity information and the face recognition program are pre-stored in the face acquisition device or the vehicle-mounted face recognition server.
The face acquisition device or the vehicle-mounted face recognition server carries out face recognition on the driver according to the acquired face image information to obtain a face recognition result;
the face acquisition device or the vehicle-mounted face recognition server compares a face recognition result with the prestored driver identity information for verification, determines the identity of the current driver, sends the determined driver identity information to the management cloud platform in a wireless communication mode, and the management cloud platform monitors the identity of the driver on line and sends the monitoring result to the preset management terminal of the management cloud platform in real time.
After the identity online monitoring data of the driver is obtained, the driving time of the current driver can be analyzed according to the identity online monitoring data, and fatigue driving early warning is carried out according to the driving time of the current driver.
According to the scheme, the face image information of the driver is collected in real time through the face collecting device; determining the identity of the driver according to the acquired facial image information of the driver, and performing online monitoring; when the driver identity is detected to be changed, the change data of the driver identity and the current time and position information are recorded, and the change data of the driver identity and the current time and position information are sent to a management terminal. Therefore, the driver identity can be monitored on line in real time conveniently, the driving safety of the vehicle is improved, the detection intelligence and efficiency of personnel are improved, the mode can prevent the occurrence of the midway person change, the driving time of a certain driver can be analyzed through on-line data, and the fatigue driving early warning is carried out.
It should be noted that, for the identity verification and online monitoring of other passengers in the vehicle, the principle is the same, and is not described herein again.
As shown in fig. 2, a second embodiment of the present invention provides an online driver identity monitoring method, based on the embodiment shown in fig. 1, in the step S101: the method also comprises the following steps before the face information of the driver is collected in real time through the face collecting device:
step S100, after the driver changes shift, receiving and storing identity document information input by the newly on-duty driver, wherein the identity document information comprises: identity card number, driving license number and/or operation post-operation certificate of special vehicle.
And the certificate information is recorded into the vehicle management system through the vehicle-mounted equipment.
Compared with the embodiment shown in fig. 1, the present embodiment further includes a scheme for pre-storing the driver identity information.
Specifically, after the driver changes over, the newly-on-duty driver inputs the identification number which can verify the identity of the newly-on-duty driver, the driving license number, the operation on-duty card of the special vehicle and other identification numbers with unique identity information into the system through the vehicle-mounted equipment, and the identification number is used as a comparison basis for subsequent driver identity verification and online monitoring. The method can prevent the occurrence of the midway person changing, and can also analyze the driving time of a certain driver through online data to carry out fatigue driving early warning.
The identity document information input by the driver can be uploaded to the management cloud platform, the management cloud platform identifies the face of the driver, and the driver is authenticated and compared according to the face identification result and the identity document information input by the driver, which is stored in advance, so that the driver is ensured to be legal and reasonable.
According to the scheme, after a driver changes duty, a newly-on-duty driver inputs identification numbers which can verify the identity of the newly-on-duty driver, such as an identification number, a driving license number and an operation on-duty card of a special vehicle and have unique identity information into a system through vehicle-mounted equipment, and the face image information of the driver is collected in real time through the face collection device in the process of changing duty of the driver or in the process of driving; determining the identity of the driver according to the collected facial image information of the driver, and carrying out online monitoring; when the driver identity is detected to be changed, the change data of the driver identity and the current time and position information are recorded, and the change data of the driver identity and the current time and position information are sent to a management terminal. Therefore, the driver identity can be monitored on line in real time conveniently, the driving safety of the vehicle is improved, the detection intelligence and efficiency of personnel are improved, the mode can prevent the occurrence of the midway person change, the driving time of a certain driver can be analyzed through on-line data, and the fatigue driving early warning is carried out.
Further, the method can further comprise the following scheme:
and storing the real-time online monitoring data and/or the data of the identity verification to a management cloud platform, and storing the data corresponding to the driver identity card information prestored in the management cloud platform so as to inquire historical data corresponding to the driver identity card information.
Specifically, the data of real-time online identity monitoring and identity verification can be stored in the management cloud platform and stored corresponding to the driver identity information, so that historical data can be conveniently inquired through the driver identity information, and the management efficiency is improved. All data can be transmitted to the management cloud platform in a wireless communication mode.
For example, when a manager needs to query driver information of a certain vehicle within a period of time (especially when the driver identity needs to be checked when an accident or accident occurs to the vehicle), real-time online monitoring data or identity verification data within the period of time can be queried in the management cloud platform database, so that the requirement of a user for querying historical data is met.
As shown in fig. 3, a third embodiment of the present invention provides an online driver identity monitoring method, based on the embodiment shown in fig. 1, the method further includes:
step S104, associating the management cloud platform with the management terminal and the traffic law enforcement system, and judging whether the identity of the driver is legal or not according to the online monitoring data and/or the data of identity verification; and/or when the face acquisition device is disconnected or an illegal driver is identified, starting an early warning or alarming function to inform corresponding field personnel or management personnel or departments.
Compared with the embodiment shown in fig. 2, the present embodiment further includes a process for determining whether the driver identity is legal.
Specifically, the management cloud platform can be associated with a management terminal and a traffic law enforcement system, and whether the identity of the driver is legal or not can be judged according to the online monitoring data and/or the data of identity verification.
When an illegal driver is identified, the function of early warning or alarming can be started to inform corresponding field personnel or management personnel or departments to carry out corresponding treatment, so that the legal and reasonable identity of the driver is ensured.
In addition, when the face acquisition device is disconnected, the function of early warning or alarming can be started, corresponding field personnel or management personnel or departments are informed to perform corresponding processing, so that the normal operation of the system is ensured, malicious events are prevented, the driver is ensured to be legal and reasonable, and the safety of vehicles and related affairs is improved.
In addition, the method can be expanded to carry out face recognition on passenger personnel in the transportation tool through a wide-angle or large-range face acquisition device or a plurality of-angle face acquisition devices, and carry out comparison and early warning on information of illegal personnel which may seriously harm public safety in a special period, so that the travel safety of public transportation is guaranteed.
As mentioned above, the face acquisition device can be arranged on the vehicle at multiple angles.
For passengers in the vehicle, the face information of passengers in the vehicle can be collected in real time through the face collecting device.
Then, according to the collected face information of the passengers in the vehicle, face recognition is carried out on the passengers in the vehicle, comparison and early warning are carried out according to the face recognition result and the identity information of the illegal personnel, which is obtained in advance, when the identity of the passengers in the vehicle is abnormal, the early warning or alarming function can be started, and corresponding field personnel or managers or departments are informed to carry out corresponding processing, so that the passengers are guaranteed to be legal and reasonable in identity, especially, comparison and early warning are carried out on the information of the illegal personnel which possibly seriously harm public safety in a special period, and the traveling safety of public transportation is guaranteed.
According to the scheme, after a driver changes shift, the newly-on-duty driver inputs identification numbers with unique identity information, such as an identity card number capable of verifying the identity of the newly-on-duty driver, a driving license number, an operation post card of a special vehicle and the like, into a system through vehicle-mounted equipment, and the face image information of the driver is collected in real time through the face collecting device in the process of changing shift or driving of the driver; determining the identity of the driver according to the collected facial image information of the driver, and carrying out online monitoring; when the driver identity is detected to be changed, the change data of the driver identity and the current time and position information are recorded, and the change data of the driver identity and the current time and position information are sent to a management terminal. Therefore, the driver identity can be monitored on line in real time conveniently, the driving safety of the vehicle is improved, the detection intelligence and efficiency of personnel are improved, the mode can prevent the occurrence of the midway person change, the driving time of a certain driver can be analyzed through on-line data, and the fatigue driving early warning is carried out.
The invention further provides an online driver identity monitoring device, which comprises a memory, a processor and a computer program stored on the memory, wherein the computer program realizes the steps of the method when the computer program is executed by the processor.
Specifically, as shown in fig. 4, the online driver identity monitoring device of this embodiment may include: a processor 1001, such as a CPU, a network interface 1004, a user interface 1003, a memory 1005, a communication bus 1002. Wherein a communication bus 1002 is used to enable connective communication between these components. The user interface 1003 may include a Display screen (Display), an input unit such as a Keyboard (Keyboard), and the optional user interface 1003 may also include a standard wired interface, a wireless interface. The network interface 1004 may optionally include a standard wired interface, a wireless interface (e.g., WI-FI interface). The memory 1005 may be a high-speed RAM memory or a non-volatile memory (e.g., a magnetic disk memory). The memory 1005 may alternatively be a storage device separate from the processor 1001 described previously.
Those skilled in the art will appreciate that the configuration of the device shown in fig. 4 is not intended to be limiting of the device, and may include more or fewer components than those shown, or some components may be combined, or a different arrangement of components.
As shown in fig. 4, a memory 1005, which is a kind of computer storage medium, may include therein an operating device, a network communication module, a user interface module, and a driver identity on-line monitoring program.
In the apparatus shown in fig. 4, the network interface 1004 is mainly used for connecting to a network server and performing data communication with the network server; the user interface 1003 is mainly used for interacting with a user terminal and receiving an instruction input by a user; and the processor 1001 may be configured to invoke the online driver status monitoring program stored in the memory 1005 and perform the following operations:
acquiring face image information of a driver in real time through the face acquisition device;
determining the identity of the driver according to the collected facial image information of the driver, and carrying out online monitoring;
when the driver identity is detected to be changed, the change data of the driver identity and the current time and position information are recorded, and the change data of the driver identity and the current time and position information are sent to a management terminal.
Further, the processor 1001 may be further configured to call the driver status online monitoring program stored in the memory 1005, and perform the following operations:
carrying out face recognition on the driver according to the collected face image information of the driver to obtain a face recognition result;
and comparing the face recognition result with prestored driver identity information for verification, determining the identity of a driver, carrying out online monitoring, and sending the monitoring result to a preset management terminal of a management cloud platform in real time.
Further, the processor 1001 may be further configured to call the driver status online monitoring program stored in the memory 1005, and perform the following operations:
and when the driver identity is detected to be changed into an illegal identity, sending a monitoring result to the management terminal in an alarm form.
Further, the processor 1001 may be further configured to call the driver status online monitoring program stored in the memory 1005, and perform the following operations:
and pre-storing the face identification information of the person with the driving qualification and the corresponding identity card information in a management cloud platform database.
Further, the processor 1001 may be further configured to invoke the driver identity online monitoring program stored in the memory 1005 and perform the following operations:
sending the face image information of the driver acquired by the face acquisition device to a management cloud platform, and carrying out face identification on the driver by the management cloud platform to obtain a face identification result;
the management cloud platform searches a management cloud platform database, compares the face recognition result with prestored driver identity card information for verification, determines the identity of a driver, carries out online monitoring, and sends the monitoring result to a preset management terminal of the management cloud platform in real time.
Further, the processor 1001 may be further configured to call the driver status online monitoring program stored in the memory 1005, and perform the following operations:
the face acquisition device or the vehicle-mounted face recognition server carries out face recognition on the driver according to the acquired face image information to obtain a face recognition result;
the face acquisition device or the vehicle-mounted face recognition server compares a face recognition result with the prestored driver identity information for verification, determines the identity of the current driver, sends the determined driver identity information to the management cloud platform in a wireless communication mode, and the management cloud platform monitors the identity of the driver on line and sends the monitoring result to the preset management terminal of the management cloud platform in real time.
Further, the processor 1001 may be further configured to call the driver status online monitoring program stored in the memory 1005, and perform the following operations:
and in the process of changing shifts or driving of the driver, the face information of the driver is collected in real time through the face collecting device.
Further, the processor 1001 may be further configured to call the driver status online monitoring program stored in the memory 1005, and perform the following operations:
and analyzing the driving time of the current driver according to the identity online monitoring data so as to carry out fatigue driving early warning according to the driving time of the current driver.
Further, the processor 1001 may be further configured to call the driver status online monitoring program stored in the memory 1005, and perform the following operations:
and storing the real-time online monitoring data and/or the data of the identity verification to a management cloud platform, and storing the data corresponding to the driver identity card information prestored in the management cloud platform so as to inquire historical data corresponding to the driver identity card information.
Further, the processor 1001 may be further configured to call the driver status online monitoring program stored in the memory 1005, and perform the following operations:
the management cloud platform is associated with the management terminal and the traffic law enforcement system, and whether the identity of the driver is legal or not is judged according to the online monitoring data and/or the identity verification data; and/or
When the face acquisition device is disconnected or an illegal driver is identified, the function of early warning or alarming is started to inform corresponding field personnel or management personnel or departments.
Furthermore, the present invention also provides a computer-readable storage medium, on which a computer program is stored, which when executed by a processor implements the following operations:
acquiring face image information of a driver in real time through the face acquisition device;
determining the identity of the driver according to the collected facial image information of the driver, and carrying out online monitoring;
when the driver identity is detected to be changed, the change data of the driver identity and the current time and position information are recorded, and the change data of the driver identity and the current time and position information are sent to a management terminal.
Further, the computer program when executed by the processor further performs the following operations:
carrying out face recognition on the driver according to the collected face image information of the driver to obtain a face recognition result;
and comparing the face recognition result with prestored driver identity information for verification, determining the identity of a driver, carrying out online monitoring, and sending the monitoring result to a preset management terminal of a management cloud platform in real time.
Further, the computer program when executed by the processor further performs the following operations:
and when the driver identity is detected to be changed into an illegal identity, sending a monitoring result to the management terminal in an alarm form.
Further, the computer program when executed by the processor further performs the following operations:
and pre-storing the face identification information of the person with the driving qualification and the corresponding identity card information in a management cloud platform database.
Further, the computer program when executed by the processor further performs the following operations:
sending the face image information of the driver acquired by the face acquisition device to a management cloud platform, and carrying out face identification on the driver by the management cloud platform to obtain a face identification result;
the management cloud platform searches a management cloud platform database, compares the face recognition result with prestored driver identity card information for verification, determines the identity of a driver, carries out online monitoring, and sends the monitoring result to a preset management terminal of the management cloud platform in real time.
Further, the computer program when executed by the processor further performs the following operations:
the face acquisition device or the vehicle-mounted face recognition server carries out face recognition on the driver according to the acquired face image information to obtain a face recognition result;
the face acquisition device or the vehicle-mounted face recognition server compares a face recognition result with the prestored driver identity information for verification, determines the identity of the current driver, sends the determined driver identity information to the management cloud platform in a wireless communication mode, and the management cloud platform monitors the identity of the driver on line and sends the monitoring result to the preset management terminal of the management cloud platform in real time.
Further, the computer program when executed by the processor further performs the following operations:
and in the process of changing shifts or driving of the driver, the face information of the driver is collected in real time through the face collecting device.
Further, the computer program when executed by the processor further performs the following operations:
and analyzing the driving time of the current driver according to the identity online monitoring data so as to carry out fatigue driving early warning according to the driving time of the current driver.
Further, the computer program when executed by the processor further performs the following operations:
and storing the real-time online monitoring data and/or the data of the identity verification to a management cloud platform, and storing the data corresponding to the driver identity card information prestored in the management cloud platform so as to inquire historical data corresponding to the driver identity card information.
Further, the computer program when executed by the processor further performs the following operations:
the management cloud platform is associated with the management terminal and the traffic law enforcement system, and whether the identity of the driver is legal or not is judged according to the online monitoring data and/or the identity verification data; and/or
When the face acquisition device is disconnected or an illegal driver is identified, the function of early warning or alarming is started to inform corresponding field personnel or management personnel or departments.
According to the scheme, the face image information of the driver is collected in real time through the face collecting device, and the driver at least comprises the driver; carrying out face recognition on the driver according to the collected face image information of the driver; the face recognition result and the driver identity information which is prestored are compared and verified, the identity of a driver is determined, online monitoring is carried out, the monitoring result is sent to the management terminal which is preset by the management cloud platform in real time, and therefore the flexible and convenient real-time online monitoring of the identity of the driver and the passenger in the vehicle is achieved, the intelligentization and the efficiency of personnel detection are improved, the safety requirement of special occasions is met, the mode can prevent the occurrence of midway person changing, the driving time of a certain driver can be analyzed through online data, and the fatigue driving early warning is carried out. In addition, the information of illegal personnel which may seriously harm public safety can be compared and early-warned in a special period, so that the travel safety of public transportation is guaranteed.
The above description is only for the preferred embodiment of the present invention and is not intended to limit the scope of the present invention, and all equivalent structures or flow transformations made by the present specification and drawings, or applied directly or indirectly to other related arts, are included in the scope of the present invention.
Claims (8)
1. A driver identity online monitoring method is characterized in that a face acquisition device is arranged in a vehicle, and the method comprises the following steps:
acquiring face image information of a driver in real time through the face acquisition device;
determining the identity of the driver according to the collected facial image information of the driver, and carrying out online monitoring;
when the driver identity is detected to be changed, recording the change data of the driver identity and the current time and position information, and sending the change data of the driver identity and the current time and position information to a management terminal;
the step of determining the identity of the driver according to the collected facial image information of the driver and the step of performing online monitoring comprises the following steps:
carrying out face recognition on the driver according to the collected face image information of the driver to obtain a face recognition result;
comparing the face recognition result with prestored driver identity information for verification, determining the identity of a driver, carrying out online monitoring, and sending the monitoring result to a preset management terminal of a management cloud platform in real time;
the step of acquiring the face image information of the driver in real time through the face acquisition device further comprises the following steps:
the method comprises the steps that face recognition information of a person with driving qualification and corresponding identity card information are prestored in a management cloud platform database;
the method further comprises the following steps:
when the face acquisition device is disconnected or an illegal driver is identified, starting an early warning or alarming function;
and storing the real-time online monitoring data and/or the data of the identity verification to a management cloud platform, and storing the data corresponding to the driver identity card information prestored in the management cloud platform so as to inquire historical data corresponding to the driver identity card information.
2. The method of claim 1, further comprising:
and when the driver identity is detected to be changed into an illegal identity, sending a monitoring result to the management terminal in an alarm form.
3. The method according to claim 1, wherein the step of recognizing the face of the driver according to the acquired facial image information of the driver comprises:
sending the face image information of the driver acquired by the face acquisition device to a management cloud platform, and carrying out face identification on the driver by the management cloud platform to obtain a face identification result;
the method comprises the following steps of comparing a face recognition result with prestored driver identity information for verification, determining the identity of a driver, carrying out online monitoring, and sending the monitoring result to a management terminal preset by a management cloud platform in real time, wherein the steps comprise:
the management cloud platform searches a management cloud platform database, compares the face recognition result with prestored driver identity card information for verification, determines the identity of a driver, carries out online monitoring, and sends the monitoring result to a preset management terminal of the management cloud platform in real time.
4. The method of claim 1, wherein driver identity information and a face recognition program are pre-stored in the face acquisition device or in a vehicle-mounted face recognition server; the step of carrying out face recognition on the driver according to the collected face image information of the driver comprises the following steps:
the face acquisition device or the vehicle-mounted face recognition server carries out face recognition on the driver according to the acquired face image information to obtain a face recognition result;
the method comprises the following steps of comparing a face recognition result with prestored driver identity information for verification, determining the identity of a driver, carrying out online monitoring, and sending the monitoring result to a management terminal preset by a management cloud platform in real time, wherein the steps comprise:
the face acquisition device or the vehicle-mounted face recognition server compares a face recognition result with the prestored driver identity information for verification, determines the identity of the current driver, sends the determined driver identity information to the management cloud platform in a wireless communication mode, and the management cloud platform monitors the identity of the driver on line and sends the monitoring result to the preset management terminal of the management cloud platform in real time.
5. The method according to any one of claims 1-4, further comprising:
and analyzing the driving time of the current driver according to the online monitored data so as to perform fatigue driving early warning according to the driving time of the current driver.
6. The method of claim 1, further comprising:
and associating the management cloud platform with the management terminal and the traffic law enforcement system, and judging whether the identity of the driver is legal or not according to the online monitoring data and/or the identity verification data.
7. An online driver identity monitoring device comprising a memory, a processor and a computer program stored on the memory, which computer program, when executed by the processor, carries out the steps of the method according to any one of claims 1 to 6.
8. A computer-readable storage medium, characterized in that a computer program is stored on the computer-readable storage medium, which computer program, when being executed by a processor, carries out the steps of the method according to any one of claims 1-6.
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| CN202210856030.7A CN115225678A (en) | 2018-05-25 | 2018-05-25 | Driver identity online monitoring method and device and storage medium |
| CN202210860717.8A CN115208925A (en) | 2018-05-25 | 2018-05-25 | Driver identity online monitoring method and device and storage medium |
| CN202210856026.0A CN115225676A (en) | 2018-05-25 | 2018-05-25 | Driver identity online monitoring method and device and storage medium |
| CN201810519766.9A CN108540579B (en) | 2018-05-25 | 2018-05-25 | Driver identity online monitoring method and device and storage medium |
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| CN202210856027.5A Division CN115225677A (en) | 2018-05-25 | 2018-05-25 | Driver identity online monitoring method and device and storage medium |
| CN202210856030.7A Division CN115225678A (en) | 2018-05-25 | 2018-05-25 | Driver identity online monitoring method and device and storage medium |
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| CN202210860717.8A Pending CN115208925A (en) | 2018-05-25 | 2018-05-25 | Driver identity online monitoring method and device and storage medium |
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| CN109344773A (en) * | 2018-10-06 | 2019-02-15 | 广州智体科技有限公司 | A kind of taxi driver's face identification system method and device |
| CN109583174A (en) * | 2019-01-26 | 2019-04-05 | 南京云计趟信息技术有限公司 | A kind of offline authentication system of driver's recognition of face and method |
| CN109886148A (en) * | 2019-01-29 | 2019-06-14 | 唐山明天科技有限公司 | A kind of driver's active warning system and device based on recognition of face |
| CN110163089A (en) * | 2019-04-11 | 2019-08-23 | 西安艾润物联网技术服务有限责任公司 | Auth method and device |
| CN110228366A (en) * | 2019-06-24 | 2019-09-13 | 上海擎感智能科技有限公司 | It is a kind of for the control method of vehicle safety, device and computer-readable medium |
| CN110453952B (en) * | 2019-07-05 | 2022-02-22 | 西安艾润物联网技术服务有限责任公司 | Management method and system of mechanical garage |
| CN110310386A (en) * | 2019-07-11 | 2019-10-08 | 安徽富煌科技股份有限公司 | A kind of bus driver safety attendance system based on face recognition technology |
| CN110598734B (en) * | 2019-08-05 | 2022-04-26 | 西北工业大学 | Driver identity authentication method based on convolutional neural network and support vector field description |
| CN110379176B (en) * | 2019-08-30 | 2021-09-07 | 公安部交通管理科学研究所 | Driving without license illegal behavior early warning interception method based on image recognition |
| CN110570597A (en) * | 2019-08-30 | 2019-12-13 | 南京领行科技股份有限公司 | identity recognition method, system and storage medium |
| CN110930726A (en) * | 2019-12-11 | 2020-03-27 | 东风汽车集团有限公司 | Driver driving time monitoring system and method based on face recognition |
| CN111368640A (en) * | 2020-02-10 | 2020-07-03 | 上海应用技术大学 | Illegal driving auxiliary identification method based on identity authentication |
| CN113705333A (en) * | 2021-07-14 | 2021-11-26 | 深圳市有为信息技术发展有限公司 | Method and device for screening facial images of driver, electronic equipment and commercial vehicle |
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| CN114092868B (en) * | 2021-09-24 | 2023-07-21 | 山东高速建设管理集团有限公司 | Human-vehicle traceability monitoring management system and method |
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| CN115225676A (en) | 2022-10-21 |
| CN108540579A (en) | 2018-09-14 |
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| CN115225677A (en) | 2022-10-21 |
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