CN110765831B - Driver information identification system based on special vehicle - Google Patents
Driver information identification system based on special vehicle Download PDFInfo
- Publication number
- CN110765831B CN110765831B CN201910512274.1A CN201910512274A CN110765831B CN 110765831 B CN110765831 B CN 110765831B CN 201910512274 A CN201910512274 A CN 201910512274A CN 110765831 B CN110765831 B CN 110765831B
- Authority
- CN
- China
- Prior art keywords
- information
- face
- special vehicle
- control terminal
- driver
- 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.)
- Active
Links
Images
Classifications
-
- 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
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B60—VEHICLES IN GENERAL
- B60R—VEHICLES, VEHICLE FITTINGS, OR VEHICLE PARTS, NOT OTHERWISE PROVIDED FOR
- B60R25/00—Fittings or systems for preventing or indicating unauthorised use or theft of vehicles
- B60R25/20—Means to switch the anti-theft system on or off
- B60R25/25—Means to switch the anti-theft system on or off using biometry
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K17/00—Methods or arrangements for effecting co-operative working between equipments covered by two or more of main groups G06K1/00 - G06K15/00, e.g. automatic card files incorporating conveying and reading operations
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06K—GRAPHICAL DATA READING; PRESENTATION OF DATA; RECORD CARRIERS; HANDLING RECORD CARRIERS
- G06K7/00—Methods or arrangements for sensing record carriers, e.g. for reading patterns
- G06K7/10—Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation
- G06K7/10009—Methods or arrangements for sensing record carriers, e.g. for reading patterns by electromagnetic radiation, e.g. optical sensing; by corpuscular radiation sensing by radiation using wavelengths larger than 0.1 mm, e.g. radio-waves or microwaves
-
- 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
Landscapes
- Engineering & Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- Health & Medical Sciences (AREA)
- Human Computer Interaction (AREA)
- General Health & Medical Sciences (AREA)
- Multimedia (AREA)
- Toxicology (AREA)
- Oral & Maxillofacial Surgery (AREA)
- Electromagnetism (AREA)
- Artificial Intelligence (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Mechanical Engineering (AREA)
- Traffic Control Systems (AREA)
Abstract
The invention relates to a driver information identification system based on a special vehicle, which relates to the technical field of engineering machinery and solves the problems that once a non-special vehicle responsible person has a corresponding key to start the special vehicle, on one hand, the normal work of the special vehicle can be influenced because the special vehicle cannot be operated, and on the other hand, the special vehicle can also be in fault because the special vehicle cannot be driven and other factors can be caused, and the system comprises: the radio frequency identification device is used for identifying the information of a driving card of a special vehicle starting person; the first database stores the information of the driving card and the face information of the person matched with the corresponding information; and the face recognition device is used for recognizing the face information of the driver. The invention effectively identifies the driver, effectively improves the safety of the special vehicle in the using process, and avoids the failure or loss caused by opening the special vehicle by outsiders under the condition of no awareness.
Description
Technical Field
The invention relates to the technical field of engineering machinery, in particular to a driver information identification system based on a special vehicle.
Background
The special vehicle is used for various special tank cars, various special motor vehicles and van-type motor vehicles; or the vehicle is internally provided with special fixed instrument equipment for monitoring professional work, fire fighting, money transporting, medical treatment, television broadcasting, radar, X-ray inspection and other motor vehicles.
The special automobile starts from the structural characteristics of the automobile, and compared with the traditional structural form of the chassis of the common truck, the chassis and the whole automobile are quite special in structure and are specially designed, and universal assembly parts are rarely used.
In the practical application process of the existing special vehicle, the special vehicle can be started as long as the special vehicle has the vehicle key, and once a non-special vehicle responsible person has the corresponding key to start the special vehicle, on one hand, the normal work of the special vehicle can be influenced because the special vehicle cannot be operated, on the other hand, the special vehicle can be possibly broken down because the special vehicle cannot be driven and other factors exist, and an improved space is provided.
Disclosure of Invention
The invention aims to provide a driver information identification system based on a special vehicle, which is used for effectively identifying drivers, effectively improving the safety of the special vehicle in the use process and avoiding the failure or loss caused by opening the special vehicle by outsiders under the condition of no awareness.
The above object of the present invention is achieved by the following technical solutions:
the utility model provides a driver information identification system based on special type car, includes main control terminal, includes:
the radio frequency identification device is used for identifying the information of a driving card of a special vehicle starting person;
the first database stores the information of the driving card and the face information of the person matched with the corresponding information;
the face recognition device is used for recognizing face information of the driver;
the main control terminal identifies the driving card information of the sprinkler by using the radio frequency identification device, and inquires the face information corresponding to the driving card information in a first database by using the driving card information as an inquiry object;
and then the master control terminal identifies the face information of the driver through the face identification device, compares the face information with the face information corresponding to the driving card information, and starts the special vehicle if the face information is consistent with the face information corresponding to the driving card information.
By adopting the technical scheme, through the combined arrangement of the main control terminal, the radio frequency identification device and the first database, the driving card information of the special vehicle personnel is effectively identified through the radio frequency identification device, the corresponding human face is matched through the first database, the human face of the driver is identified through the human face identification device, the human face information matched with the driving card information is compared with the human face information identified by the human face identification device, the special vehicle is started under the condition of consistent comparison, and the decryption efficiency is improved as much as possible on the premise of ensuring the information security of the special vehicle.
The invention is further configured to: the driver information identification system based on the special vehicle comprises:
the second database stores the information of the driving card and the driving vehicle type of the driving card;
the reminding device is used for reminding a driver that the requirement for driving the special vehicle is not met;
the master control terminal calls the driving card information at the first time when the radio frequency identification device identifies the information, and inquires all the types of vehicles which are allowed to drive and are met by the corresponding driving card information in the second database, if the type of the special vehicle is not in the listed types of vehicles which are allowed to drive, the reminding device is started to remind a driver; otherwise, the main control terminal queries the face information of the person matched with the corresponding information in the first database by the driving card information.
By adopting the technical scheme, the driving permission type of the driver can be effectively analyzed and judged through the combination of the second database and the main control terminal, and when the driver does not meet the driving requirement of the driver, the driver can be timely reminded through the reminding device, so that the driver can conveniently know that the driver does not meet the driving condition of the special vehicle.
The invention is further configured to: the driver information identification system based on the special vehicle comprises:
the wrong card punching prompting device is used for prompting a driver of the special vehicle to punch a card by mistake;
if the master control terminal does not recognize the driving card information of the special vehicle personnel through the radio frequency identification device, the master control terminal starts the mistaken card punching prompting device to prompt.
By adopting the technical scheme, the driver can be informed in time in a prompting mode when the radio frequency identification device cannot identify the information of the driving card through the combination of the mistaken card punching prompting device and the main control terminal.
The invention is further configured to: the driver information identification system based on the special vehicle comprises:
the shooting device is controlled by the main control terminal to shoot the human face;
after the special vehicle is started, the main control terminal starts the shooting device at equal time intervals to shoot the face, the face information is compared with the face information called from the first database, and if the face information is inconsistent with the face information called from the first database, the special vehicle stops running.
By adopting the technical scheme, the situation that the driver opens the special vehicle and drives by other people can be avoided, and the safety of the special vehicle in the driving process is further ensured.
The invention is further configured to: the driver information identification system based on the special vehicle comprises:
a photographing device for photographing a human face;
the background checking device is used for sending the face identified by the face identification device to a background for checking;
if the situation that the face information corresponding to the face and the driving card information identified by the face identification device cannot be compared is existed, the main control terminal starts the shooting device to shoot the face and sends the shot face to the background verification device to conduct comparison and verification again, and if the verification is successful, the special vehicle is started.
By adopting the technical scheme, the main control terminal, the shooting device and the background checking device can be arranged in the time that the face recognition device cannot recognize, and the main control terminal, the shooting device and the background checking device can be timely transmitted to the background checking device to recognize again, so that the situation that drivers meeting the requirements cannot drive automobiles due to the reason that the face recognition device cannot recognize is avoided.
The invention is further configured to: the driver information identification system based on the special vehicle comprises:
the warning device is used for warning if the background checking device fails to check again;
and the main control terminal starts the warning device when the background checking device fails to check.
By adopting the technical scheme, when the verification fails to occur again in the background verification device through the arrangement of the warning device, the warning device is started in time to warn the current driver that the driving condition is not met.
The invention is further configured to: the driver information identification system based on the special vehicle comprises:
a judging device for judging whether the face recognition device is in failure,
if the number of times that the face recognition device does not recognize reaches a reference value preset by the main control terminal and the difference value between the number of times that the face recognition device does not recognize and the number of times that the background verification device successfully recognizes is in a preset range, the judgment device judges that the face recognition device fails.
By adopting the technical scheme, the failure of the face recognition device can be judged when the deviation between the face recognition device and the background checking device is large through the arrangement of the judging device and the main control terminal.
The invention is further configured to: the driver information identification system based on the special vehicle comprises:
the third database stores the non-collected features of the face recognition device and the faults matched with the corresponding non-collected features;
if the judging device judges that the face recognition device is in fault, the main control terminal calls the part which is not recognized by the face recognition device and the part which is successfully recognized by the background check recognition device to compare the difference of the collected characteristics of the part, so that the non-collected characteristics of the face recognition device are obtained, the fault matched with the corresponding non-collected characteristics is inquired in a third database by taking the non-collected characteristics as an inquiry object, and the fault is fed back to the background.
By adopting the technical scheme, the setting of the main control terminal and the third database can be based on the effective comparison of the recognition condition of the face recognition device and the recognition condition of the background check recognition device, the characteristics which are not collected by the face recognition device are analyzed and compared, and the characteristics are fed back to the background.
The invention is further configured to: the driver information identification system based on the special vehicle comprises:
the sorting module is used for sorting the types and specific times of faults and sorting at least more according to the times;
and defining that partial matching faults exist in the feature matching which is not successfully acquired by the face recognition device, counting the matching times of each fault by the main control terminal, starting a sequencing module to sequence at least according to the times of the faults, and synchronously feeding back to the background.
By adopting the technical scheme, the arrangement of the sorting module and the main control terminal is combined, so that effective sorting can be carried out through the sorting module based on the matching condition of the faults, and the sorting can be fed back to the background in time.
In conclusion, the beneficial technical effects of the invention are as follows:
1. the efficiency of discernment to navigating mate has effectively been improved, avoids the special type car of other people's driving.
2. The accuracy of identifying the driver is effectively improved, and when the face identification device identifies errors, the face can be effectively identified through the background verification device.
Drawings
Fig. 1 is a first system block diagram of the driver information identification system based on a special vehicle.
Fig. 2 is a system block diagram two of the driver information identification system based on the special vehicle.
In the figure, 1, a radio frequency identification device; 2. a first database; 3. a face recognition device; 4. a second database; 5. a reminder device; 6. a device for prompting card punching by mistake; 7. a photographing device; 8. a background verifying device; 9. a warning device; 10. a judging device; 11. a third database; 12. a sorting module; 13. and (5) a main control terminal.
Detailed Description
The present invention will be described in further detail with reference to the accompanying drawings.
Referring to fig. 1, the driver information recognition system based on the special vehicle disclosed by the invention comprises a main control terminal 13, wherein the main control terminal 13 is preferably a central processing unit, the driver information recognition system based on the special vehicle further comprises a radio frequency recognition device 1 for recognizing the driving card information of the personnel starting the special vehicle, a first database 2 for storing the driving card information and the face information of the personnel matched with the corresponding information, and a face recognition device 3 for recognizing the face information of the driver.
The rfid device 1 relates to rfid technology, which is also called rfid, and is a communication technology that can identify a specific target and read/write related data through a radio signal without establishing mechanical or optical contact between an identification system and the specific target. Radio frequency, generally microwave, 1-100GHz, is suitable for short-range identification communication.
The face recognition device 3 relates to a face recognition technology, which is a biological recognition technology for identifying the identity based on the face feature information of a person. A series of related technologies, also commonly called face recognition and face recognition, are used to collect images or video streams containing faces by using a camera or a video camera, automatically detect and track the faces in the images, and then perform face recognition on the detected faces.
The specific application process based on the technical characteristics is as follows:
firstly, the main control terminal 13 identifies the driving card information of the sprinkler by the radio frequency identification device 1, and takes the driving card information as an inquiry object to inquire the face information corresponding to the driving card information in the first database 2;
then the main control terminal 13 identifies the face information of the driver through the face identification device 3, compares the face information with the face information corresponding to the driving card information, and starts the special vehicle if the face information is consistent with the face information corresponding to the driving card information.
Further considering that the type of the special vehicle which is just driven by the driver of the special vehicle may not meet the requirements of the two special vehicles, based on the above consideration, the driver information identification system based on the special vehicle further comprises a second database 4 which stores the information of the driving card and the type of the special vehicle which is just driven by the corresponding driving card, and a reminding device 5 which is used for reminding the driver that the type of the special vehicle which is just driven does not meet the requirements of driving the special vehicle.
The process of the specific application of the technical characteristics is as follows: the main control terminal 13 calls the driving card information at the first time when the radio frequency identification device 1 identifies the information, and inquires all the types of vehicles which are allowed to drive and are met by the corresponding driving card information in the second database 4, if the type of the special vehicle is not in the listed types of vehicles which are allowed to drive, the reminding device 5 is started to remind the driver; otherwise, the main control terminal 13 then uses the driving card information to query the face information of the person matched with the corresponding information in the first database 2.
In addition, in the practical application process, the situation that the driver of the non-special vehicle punches the card by mistake also exists, and based on the consideration, the driver information identification system based on the special vehicle further comprises a wrong card punching prompt device 6 for reminding the driver of the special vehicle of punching the card by mistake.
If the main control terminal 13 does not recognize the driving card information of the special vehicle personnel through the radio frequency recognition device 1, the main control terminal 13 starts the mistaken card punching prompting device 6 to prompt.
As shown in fig. 2, in addition to the situation that the face recognition device 3 fails to recognize the face, based on the above situation, the driver information recognition system based on the special vehicle includes a shooting device 7 for shooting the face, and a background verification device 8 for sending the face recognized by the face recognition device 3 to the background for verification.
After the special vehicle is started, the main control terminal 13 starts the shooting device at equal time intervals to shoot the face, compares the face information with the face information called from the first database 2, and stops driving the special vehicle if the comparison is inconsistent.
If the face information corresponding to the face and the driver card information identified by the face identification device 3 is not compared, the main control terminal 13 starts the shooting device 7 to shoot the face and sends the shot face to the background verification device 8 to conduct comparison and verification again, and if the verification is successful, the special vehicle is started.
The driver information identification system based on the special vehicle comprises a warning device 9 for warning if the background verification device 8 fails to verify again, and the main control terminal 13 starts the warning device 9 when the background verification device 8 fails to verify.
Further, in consideration of the fact that the face recognition device 3 may fail during the actual use of the special vehicle, the driver information recognition system based on the special vehicle includes the judgment device 10 that judges whether the face recognition device 3 fails, based on the above consideration.
If the number of times that the face recognition device 3 does not recognize reaches the reference value preset by the main control terminal 13 and the difference value between the number of times that the face recognition device 3 does not recognize and the number of times that the background verification device successfully recognizes is within the preset range, the failure of the face recognition device 3 is judged through the judgment device 10.
In further view of the further identification of the fault, the driver information recognition system based on the special vehicle comprises a third database 11 in which the non-collected features of the face recognition device 3 and the fault matched with the corresponding non-collected features are stored.
If the judging device 10 judges that the face recognition device 3 is in fault, the main control terminal 13 calls the part which is not recognized by the face recognition device 3 and the part which is successfully recognized by the background check recognition device to compare the difference of the collected characteristics, so as to obtain the non-collected characteristics of the face recognition device 3, uses the non-collected characteristics as a query object to query the fault matched with the corresponding non-collected characteristics in the third database 11, and feeds the fault back to the background.
Further considering the situation that the feature matching which is not successfully acquired by the face recognition device 3 has the fault of partial matching, the driver information recognition system based on the special vehicle further comprises a sorting module 12 for sorting the types and specific times of the faults and sorting the faults by at least more times.
In the practical application process based on the technical characteristics: the main control terminal 13 counts the matching times of each fault, and starts the sorting module 12 to sort at least more according to the times of the faults, and synchronously feeds back the sorted times to the background.
The implementation principle of the embodiment is as follows:
the information of the driver can be effectively identified by combining the arrangement of the radio frequency identification device 1, the first database 2 and the face identification device 3.
And the second database 4, the reminding device 5 and the mistaken card punching reminding device 6 can effectively remind a driver of mistaken card punching.
In addition, the shooting device 7, the background checking device 8, the warning device 9 and the judging device 10 can further perform re-recognition in time when the face recognition device 3 cannot recognize the face.
The combination of the third database 11, the sorting module 12 and the main control terminal 13 can effectively analyze whether the face recognition device 3 fails or not, and determine the most likely failure.
The embodiments of the present invention are preferred embodiments of the present invention, and the scope of the present invention is not limited by these embodiments, so: all equivalent changes made according to the structure, shape and principle of the invention are covered by the protection scope of the invention.
Claims (1)
1. The utility model provides a driver information identification system based on special type car, includes main control terminal (13), its characterized in that includes:
the radio frequency identification device (1) is used for identifying the information of a driving card of a special vehicle starting person;
the first database (2) stores the information of the driving card and the face information of the person matched with the corresponding information;
the face recognition device (3) is used for recognizing face information of a driver;
the main control terminal (13) identifies the driving card information of the sprinkler by the radio frequency identification device (1), and inquires the face information corresponding to the driving card information in the first database (2) by taking the driving card information as an inquiry object;
then the main control terminal (13) identifies the face information of the driver through the face identification device (3), compares the face information with the face information corresponding to the driving card information, and starts the special vehicle if the face information is consistent with the face information;
the second database (4) stores the information of the driving card and the driving vehicle type of the driving card;
the reminding device (5) is used for reminding a driver that the requirement for driving the special vehicle is not met;
the master control terminal (13) calls the driving card information at the first time when the radio frequency identification device (1) identifies the information, inquires all the driving type meeting the corresponding driving card information in the second database (4), and if the vehicle type of the special vehicle is not in the listed driving type, the reminding device (5) is started to remind a driver; otherwise, the master control terminal (13) queries the face information of the person matched with the corresponding information in the first database (2) by using the driving card information;
the wrong card punching prompting device (6) is used for prompting a driver of the special vehicle to punch a card by mistake;
if the master control terminal (13) does not recognize the driving card information of the special vehicle personnel through the radio frequency recognition device (1), the master control terminal (13) starts the mistaken card punching prompting device (6) to prompt;
the shooting device (7) is controlled by the main control terminal to shoot the human face;
after the special vehicle is started, the main control terminal (13) starts the shooting device at equal time intervals to shoot the face, compares the face information with the face information called from the first database (2), and stops driving the special vehicle if the comparison is inconsistent;
the background checking device (8) is used for sending the face identified by the face identification device (3) to a background for checking;
if the situation that the face identified by the face identification device (3) is not compared with the face information corresponding to the driving card information exists, the main control terminal (13) starts the shooting device (7) to shoot the face and sends the shot face to the background verification device (8) to conduct comparison and verification again, and if the verification is successful, the special vehicle is started;
a warning device (9) for warning if the background check device (8) fails to check again;
the main control terminal (13) starts the warning device (9) when the background checking device (8) fails to check;
a judging device (10) for judging whether the face recognition device (3) is in failure,
if the number of times that the face recognition device (3) does not recognize reaches a reference value preset by the main control terminal (13) and the difference value between the number of times that the face recognition device (3) does not recognize and the number of times that the background verification device successfully recognizes is in a preset range, judging the failure of the face recognition device (3) through the judgment device (10);
the third database (11) stores the non-collected features of the face recognition device (3) and the faults matched with the corresponding non-collected features;
if the judging device (10) judges that the face recognition device (3) is in fault, the main control terminal (13) calls the part which is not recognized by the face recognition device (3) and the part which is successfully recognized by the background check recognition device to compare the difference of the collected characteristics, so as to obtain the non-collected characteristics of the face recognition device (3), uses the non-collected characteristics as a query object to query the fault matched with the corresponding non-collected characteristics in the third database (11), and feeds the fault back to the background;
the sorting module (12) is used for sorting the types and specific times of the faults and sorting the faults according to the times;
the method comprises the steps of defining that partial matching faults exist in feature matching which is not successfully acquired by a face recognition device (3), counting the matching times of each fault by a main control terminal (13), starting a sequencing module (12), sequencing at least according to the times of the faults, and synchronously feeding back to a background.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910512274.1A CN110765831B (en) | 2019-06-13 | 2019-06-13 | Driver information identification system based on special vehicle |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201910512274.1A CN110765831B (en) | 2019-06-13 | 2019-06-13 | Driver information identification system based on special vehicle |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN110765831A CN110765831A (en) | 2020-02-07 |
| CN110765831B true CN110765831B (en) | 2020-09-22 |
Family
ID=69329282
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201910512274.1A Active CN110765831B (en) | 2019-06-13 | 2019-06-13 | Driver information identification system based on special vehicle |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN110765831B (en) |
Families Citing this family (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111994038A (en) * | 2020-08-28 | 2020-11-27 | 深圳市科莱德电子有限公司 | Vehicle-mounted face recognition anti-theft system |
| CN113822902A (en) * | 2021-09-24 | 2021-12-21 | 泰州市雷信农机电制造有限公司 | Block chain vehicle body state monitoring system |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1494037A (en) * | 2002-11-01 | 2004-05-05 | ��ʽ���綫֥ | Apparatus and method for identifying personnel and passage controller |
| CN101499933A (en) * | 2008-02-03 | 2009-08-05 | 突触计算机系统（上海）有限公司 | Method and apparatus for error control in network system |
| CN103558845A (en) * | 2013-11-08 | 2014-02-05 | 株洲时代电子技术有限公司 | Fault diagnosis system for rail grinding wagon |
| CN106708669A (en) * | 2015-11-13 | 2017-05-24 | 中兴通讯股份有限公司 | Device testing method, apparatus and system |
| CN108416334A (en) * | 2018-04-13 | 2018-08-17 | 小草数语（北京）科技有限公司 | Proof of identity method, apparatus and equipment |
| CN108681747A (en) * | 2018-05-11 | 2018-10-19 | 武汉理工大学 | Rotary machinery fault diagnosis based on deep learning and condition monitoring system and method |
| CN108734185A (en) * | 2017-04-18 | 2018-11-02 | 北京京东尚科信息技术有限公司 | Image verification method and apparatus |
| CN109507990A (en) * | 2018-12-25 | 2019-03-22 | 中南大学 | A kind of fault source tracing method and system |
| CN109584385A (en) * | 2018-12-07 | 2019-04-05 | 北京筑梦园科技有限公司 | A kind of parking lot management method and system |
Family Cites Families (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2011180973A (en) * | 2010-03-03 | 2011-09-15 | Fujitsu Ltd | Fingerprint detection device |
| US10128090B2 (en) * | 2012-02-22 | 2018-11-13 | Lam Research Corporation | RF impedance model based fault detection |
| US9366713B2 (en) * | 2013-05-23 | 2016-06-14 | Pentair Thermal Management Llc | Arc fault detection system and method |
| CN103434484B (en) * | 2013-08-20 | 2016-04-27 | 安科智慧城市技术（中国）有限公司 | Vehicle-mounted identification authenticate device, mobile terminal, intelligent vehicle key control system and method |
| WO2016190678A1 (en) * | 2015-05-26 | 2016-12-01 | 크루셜텍 (주) | Smart card including fingerprint detection device and driving method therefor |
| CN105894625A (en) * | 2016-03-29 | 2016-08-24 | 深圳感官密码科技有限公司 | Intelligent barrier-free channel security identification system and method |
| CN105825664B (en) * | 2016-04-14 | 2018-08-21 | 苏州德亚交通技术有限公司 | Realize the vehicle-mounted detection apparatus and method that violation special vehicle quickly screens |
| CN108197550A (en) * | 2017-12-28 | 2018-06-22 | 北京小米移动软件有限公司 | Fault cues method, apparatus and electronic equipment |
| CN108010153A (en) * | 2018-01-23 | 2018-05-08 | 深圳市特维视科技有限公司 | Bus driver's identification system and method |
| CN109685956B (en) * | 2019-01-21 | 2022-05-13 | 武汉小安科技有限公司 | Method, device, equipment and storage medium for scanning and unlocking shared bicycle license plate |
-
2019
- 2019-06-13 CN CN201910512274.1A patent/CN110765831B/en active Active
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN1494037A (en) * | 2002-11-01 | 2004-05-05 | ��ʽ���綫֥ | Apparatus and method for identifying personnel and passage controller |
| CN101499933A (en) * | 2008-02-03 | 2009-08-05 | 突触计算机系统（上海）有限公司 | Method and apparatus for error control in network system |
| CN103558845A (en) * | 2013-11-08 | 2014-02-05 | 株洲时代电子技术有限公司 | Fault diagnosis system for rail grinding wagon |
| CN106708669A (en) * | 2015-11-13 | 2017-05-24 | 中兴通讯股份有限公司 | Device testing method, apparatus and system |
| CN108734185A (en) * | 2017-04-18 | 2018-11-02 | 北京京东尚科信息技术有限公司 | Image verification method and apparatus |
| CN108416334A (en) * | 2018-04-13 | 2018-08-17 | 小草数语（北京）科技有限公司 | Proof of identity method, apparatus and equipment |
| CN108681747A (en) * | 2018-05-11 | 2018-10-19 | 武汉理工大学 | Rotary machinery fault diagnosis based on deep learning and condition monitoring system and method |
| CN109584385A (en) * | 2018-12-07 | 2019-04-05 | 北京筑梦园科技有限公司 | A kind of parking lot management method and system |
| CN109507990A (en) * | 2018-12-25 | 2019-03-22 | 中南大学 | A kind of fault source tracing method and system |
Also Published As
| Publication number | Publication date |
|---|---|
| CN110765831A (en) | 2020-02-07 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN108540579B (en) | Driver identity online monitoring method and device and storage medium | |
| CN110765831B (en) | Driver information identification system based on special vehicle | |
| CN109558795A (en) | A kind of school bus passenger safety intelligent monitor system | |
| CN107161104B (en) | A kind of vehicle drive assist system | |
| CN111295862A (en) | System and method for cryptographically securing vehicle identity | |
| CN105303828B (en) | Determine method, driving safety device and system, the server of drunk driving detection object | |
| CN111368640A (en) | Illegal driving auxiliary identification method based on identity authentication | |
| CN103927621A (en) | System and method for monitoring qualifications of driver of key transport vehicle | |
| CN109147336A (en) | Personnel's method for early warning and system are driven in a kind of traffic mistake | |
| CN108537140A (en) | Occupant's recognition methods and system | |
| CN110287916A (en) | It is a kind of for judging the method and system of driver attention | |
| CN105825664A (en) | Vehicle-mounted detection device and method for realizing rapid screening of violation special vehicle | |
| CN104183148A (en) | Intelligent parking system and method based on mode recognition technology | |
| CN110995820A (en) | Vehicle inspection system based on mobile phone APP, inspection method and registration method thereof | |
| CN109291793A (en) | Net about vehicle passenger warning device and method | |
| CN110549982A (en) | Student school bus safety monitoring method and system | |
| CN111862580A (en) | Network car booking safety protection system based on intelligent identification and big data | |
| CN114169851A (en) | Rapid detection passing system for high-speed intersection | |
| CN109383516A (en) | A kind of anomaly analysis behavioral value system based on user behavior analysis | |
| CN111649757A (en) | Automobile intelligent alarm method based on big data and positioning tracking | |
| DE102007046494B4 (en) | Anti-theft protection through tire removal detection | |
| CN108556629B (en) | Driving safety auxiliary system and method | |
| CN105931465A (en) | Rapid online screening system and method for violated special vehicles | |
| DE212016000288U1 (en) | Device for detecting a mileage of a tire | |
| CN212843989U (en) | Body temperature monitoring and reporting system based on vehicle machine |
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 | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |