CN111583492A - Face recognition passage temperature measurement and access control management integrated machine and temperature measurement method thereof - Google Patents

Face recognition passage temperature measurement and access control management integrated machine and temperature measurement method thereof Download PDF

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Publication number
CN111583492A
CN111583492A CN202010509642.XA CN202010509642A CN111583492A CN 111583492 A CN111583492 A CN 111583492A CN 202010509642 A CN202010509642 A CN 202010509642A CN 111583492 A CN111583492 A CN 111583492A
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China
Prior art keywords
temperature measurement
face
face recognition
module
casing
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CN202010509642.XA
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Chinese (zh)
Inventor
郑炯壕
陈燕虹
徐意锋
章涛
黄建
刘仁福
刘泉
应志涛
卓仲明
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Shenzhen Sanstar Communication Technology Co ltd
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Shenzhen Sanstar Communication Technology Co ltd
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Priority to CN202010509642.XA priority Critical patent/CN111583492A/en
Publication of CN111583492A publication Critical patent/CN111583492A/en
Pending legal-status Critical Current

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    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C9/00Individual registration on entry or exit
    • G07C9/30Individual registration on entry or exit not involving the use of a pass
    • G07C9/32Individual registration on entry or exit not involving the use of a pass in combination with an identity check
    • G07C9/37Individual registration on entry or exit not involving the use of a pass in combination with an identity check using biometric data, e.g. fingerprints, iris scans or voice recognition
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01JMEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J5/00Radiation pyrometry, e.g. infrared or optical thermometry
    • G01J5/0022Radiation pyrometry, e.g. infrared or optical thermometry for sensing the radiation of moving bodies
    • G01J5/0025Living bodies
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C9/00Individual registration on entry or exit
    • G07C9/30Individual registration on entry or exit not involving the use of a pass
    • G07C9/38Individual registration on entry or exit not involving the use of a pass with central registration

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Human Computer Interaction (AREA)
  • Spectroscopy & Molecular Physics (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)
  • Radiation Pyrometers (AREA)

Abstract

The invention discloses a face recognition passage temperature measurement and entrance guard management all-in-one machine and a temperature measurement method thereof, wherein the face recognition passage temperature measurement and entrance guard management all-in-one machine comprises a shell, a vertical rod bracket, a mainboard, a display screen, a camera module, an infrared temperature measurement module and a loudspeaker, wherein the top of the vertical rod bracket is connected with the rear side of the shell and is used for installing the face recognition passage temperature measurement and entrance guard management all-in-one machine on a mounting seat at a person entrance; the main board is arranged in the shell and is provided with a main control chip for controlling the whole machine; the camera module is arranged in the shell and close to the top of the shell and used for recognizing a human face; the infrared temperature measurement module is arranged at the top of the shell and used for measuring the forehead of the face identified by the camera module; the loudspeaker is arranged in the shell and used for carrying out voice alarm when the temperature value measured by the infrared temperature measuring module is higher than a set value; the display screen is arranged on the front side of the casing and used for displaying the face recognition process and the temperature measurement result. The invention can realize more efficient and accurate temperature measurement of personnel at the entrance and exit.

Description

Face recognition passage temperature measurement and access control management integrated machine and temperature measurement method thereof
Technical Field
The invention relates to the technical field of monitoring equipment, in particular to a face recognition passage temperature measurement and access control management all-in-one machine and a temperature measurement method thereof.
Background
Temperature is one of the important signs of human health and is a result of normal metabolism of the human body. Under different environmental temperatures, the human body keeps the relative stability of the environmental temperature by generating heat and dissipating heat, and keeps the adaptability to the environmental temperature. When the human body is in a healthy state, the temperature is kept at about 37 ℃, and the human body is not greatly changed due to the change of external temperature. When some functions of the human body are changed or some parts are diseased, the relatively constant body temperature is changed. The temperature of the human body is important physiological state information, so that the measurement of the body temperature of the human body not only can determine the occurrence of certain diseases, but also can play a positive role in preventing and warning certain serious diseases or hidden health hidden dangers in the body.
At present, in large public places, such as airports, high-speed rails, subways and other public places, when people who enter and exit the public places and are screened for people with heating symptoms through temperature measurement, temperature measurement is usually performed by using a point temperature gun or an infrared thermal imaging thermometer.
The spot-warming guns need manual one-to-one operation, are accurate but slow, are easy to cause crowd congestion and can generate the possibility of certain close contact, increase the risk of cross infection caused by mutual aggregation, and can only be used as a confirmation means for suspected heating personnel when the temperature measurement of large-area crowds is not suitable.
And traditional infrared thermal imaging thermoscope, although personnel thermal imaging temperature measurement image and true color image can be observed in the detectable, it is high-efficient than some warm rifle, the adaptation face is wider, but it is more difficult to look for the target of overtemperature, especially the great current scene of flow of people (such as subway, high-speed railway station), the on-the-spot field work personnel who is responsible for the screening system that generates heat watch want to discover infrared image high temperature area fast with the naked eye and match with the actual person and have great degree of difficulty, the efficiency of the accurate screening of secondary has been influenced, infrared temperature measurement receives humidity simultaneously, ambient temperature and the influence of distance, the condition of lou examining appears very easily. When a passenger takes a hot object such as a hand warmer and an LED display screen in his hand, the alarm often causes over-temperature misinformation.
Disclosure of Invention
The invention mainly aims to provide a face recognition passage temperature measurement and access control management all-in-one machine and a temperature measurement method thereof, and aims to realize more efficient and accurate temperature measurement of personnel at an entrance and an exit.
In order to achieve the above object, the present invention provides a face recognition passage temperature measurement and access control management all-in-one machine, which comprises a casing, a vertical rod support, a mainboard, a display screen, a camera module, an infrared temperature measurement module and a loudspeaker, wherein:
the top of the upright rod bracket is connected with the rear side of the casing and is used for mounting the face recognition, passage temperature measurement and access control management integrated machine on a mounting seat at a person entrance;
the main board is arranged in the shell, and a main control chip for controlling the whole machine is arranged on the main board;
the camera module is arranged in the shell and close to the top of the shell and is used for recognizing a human face;
the infrared temperature measurement module is arranged at the top of the shell and used for measuring the temperature of the forehead of the face identified by the camera module;
the loudspeaker is arranged in the shell and used for carrying out voice alarm when the temperature value measured by the infrared temperature measuring module is higher than a set value;
the display screen is arranged on the front side of the casing and used for displaying a face recognition process and a temperature measurement result.
Preferably, the infrared temperature measurement module comprises a face cover, an infrared temperature measurement head and a back plate, wherein the face cover and the back plate surround to form an accommodating part, the infrared temperature measurement head is arranged in the accommodating part, and the infrared temperature measurement module is arranged at the top of the casing through the face cover and the back plate.
Preferably, the casing is flat-plate-shaped, including preceding shell and backshell, the backshell orientation the edge of preceding shell one side outwards extends and is formed with the flange, the bottom of face lid is equipped with the lug, the flange corresponds the lug forms the confession the breach that the lug card was gone into, the bottom of backplate corresponds the lug is equipped with the lug, the lug card of face lid is established in the breach of flange and support and lean on the rear side of preceding shell, through the lug with preceding shell is fixed mutually will infrared temperature measurement module is installed the top of casing.
Preferably, the lug is arranged close to the back of the face cover, and the bottom of the face cover abuts against the top of the front shell.
Preferably, still include and mend the worn-out fur, camera module adopts the wide dynamic face identification camera of high definition binocular, mend the worn-out fur and be the shape of falling U to around the camera module sets up.
Preferably, the loudspeaker is arranged close to the bottom of the casing, and the rear casing is provided with a sound outlet hole opposite to the loudspeaker.
Preferably, the upright support comprises an upright and a transfer block, the transfer block is rotatably connected to the top of the upright, and the transfer block is connected to the rear side of the housing.
In order to achieve the purpose, the invention provides a temperature measurement method of a face recognition passage temperature measurement and access control management all-in-one machine, which comprises the following steps:
carrying out face recognition through a camera module;
when the camera module identifies the face, the infrared temperature measurement module is started to measure the temperature of the forehead of the identified face.
Preferably, before the infrared temperature measurement module is started to measure the temperature of the forehead of the identified human face, the method further includes:
detecting whether a mask is worn on the identified face, and if the mask is not worn, broadcasting voice through the loudspeaker to remind that the mask is worn correctly; and if the wearing mask is detected, starting the infrared temperature measurement module to measure the temperature of the forehead of the identified face.
Preferably, the method further comprises the following steps:
identifying the identity of the identified human face, judging whether the identity of the human face belongs to an authorized user, if so, displaying the identity information of the human face through a display screen, and uploading a temperature measurement result to a server for storage; if the user belongs to an unauthorized user, the speaker broadcasts voice prompt to register.
Preferably, when the temperature value that the infrared temperature measurement module temperature measurement was reachd is higher than the setting value, carry out audio alert to show the red background of scintillation through the display screen and warn.
According to the face identification passage temperature measurement and entrance guard management integrated machine, the camera module and the infrared temperature measurement module are arranged at the same time, the camera module is arranged in the casing and is arranged close to the top of the casing, the infrared temperature measurement module is arranged at the top of the casing, so that the infrared temperature measurement module is started to measure the temperature of the forehead of a face identified by the camera module when the face is identified by the camera module, personnel can be measured at an entrance and an exit more efficiently and accurately, the temperature measurement can be realized by real-time observation and automatic control, the measurement distance can be close or far, the night operation can be realized, and the face identification passage temperature measurement and entrance guard management integrated machine has strong adaptability. Furthermore, the face recognition, passing temperature measurement and entrance guard management all-in-one machine can also check the identity of a person.
Drawings
Fig. 1 is a three-dimensional assembly diagram of an embodiment of the face recognition passage temperature measurement and access control management all-in-one machine.
Fig. 2 is an exploded view of the face recognition passage temperature measurement and access control management all-in-one machine shown in fig. 1.
Fig. 3 is a rear view of the face recognition passage temperature measurement and access control management all-in-one machine shown in fig. 1.
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 detailed description and specific examples, while indicating the invention, are intended for purposes of illustration only and are not intended to limit the scope of the invention.
As shown in fig. 1 to 3, an embodiment of the all-in-one machine for face recognition, passage temperature measurement and access control management of the present invention is shown, the all-in-one machine for face recognition, passage temperature measurement and access control management comprises a casing 1, a vertical rod support 2, a main board 3, a display screen 4, a camera module 5, an infrared temperature measurement module 6 and a speaker 7, wherein:
the top of the upright rod support 2 is connected with the rear side of the casing 1 and is used for mounting the face recognition, passage temperature measurement and access control management all-in-one machine on a mounting seat (not shown in the figure) at a person entrance;
the main board 3 is arranged in the casing 1, and a main control chip (not marked in the figure) for controlling the whole machine is arranged on the main board 3;
the camera module 5 is arranged in the casing 1, is close to the top of the casing 1 and is used for recognizing a human face;
the infrared temperature measurement module 6 is installed at the top of the casing 1 and is used for measuring the forehead of the face identified by the camera module 5;
the loudspeaker 7 is arranged in the shell 1 and used for carrying out voice alarm when the temperature value measured by the infrared temperature measuring module 6 is higher than a set value;
the display screen 4 is arranged on the front side of the casing 1 and used for displaying a face recognition process and a temperature measurement result.
When face recognition and temperature measurement are carried out, an algorithm based on face key point detection and image infrared temperature dot matrix temperature analysis can be adopted, a temperature measurement area is found through the camera module 5 and is mapped into the infrared temperature measurement module 6, then the temperature of the area is taken out, actual body surface temperature is given through a certain compensation algorithm, rapid screening and early warning can be carried out on forehead temperature of people entering and leaving the area of the pedestrian area within a certain area range, and rapid screening of a place where the pedestrian gathers is facilitated.
The face recognition passage temperature measurement and access control management integrated machine can rapidly measure the temperature in a non-contact, reliable, efficient and non-sensing mode, and can send out abnormal early warning to the mobile personnel with the body temperature exceeding a certain threshold value, so that the system can help the working personnel to rapidly position the heating personnel and the close contact group thereof and intercept the heating personnel.
The face recognition passage temperature measurement and entrance guard management all-in-one machine can realize that the accurate temperature measurement technique of thermal imaging combines together with visible light face recognition technique, gets rid of the factor that disturbs human temperature measurement automatically, only to the temperature measurement of face forehead, accomplishes that face and temperature are immediately visible to solve current thermal imaging temperature measurement and see only the not enough that the temperature does not see its people. Most importantly, the non-contact detection method greatly reduces the contact chance of workers and others and reduces the risk of cross infection.
The image collected by the camera module 5 is an analog signal, and the main control chip can only receive a digital signal, at this time, analog-to-digital conversion is needed, namely, a camera with analog-to-digital conversion (A/D) is needed. According to sensor classification, the camera divide into CMOS and CCD two kinds, and the CMOS integrated level is high, production technology is simple, so the price is low, and moreover, face identification access control system's overall design is higher based on the camera integrated level of CMOS sensor, takes A/D conversion module certainly, so the preference CMOS camera.
The infrared temperature measurement module 6 is composed of an optical system, a photoelectric detector, a signal amplifier, a signal processing part, a display output part and the like. The optical system converges the infrared radiant energy of the target in the field of view, and the size of the field of view is determined by the optical parts of the thermometer and the position of the optical parts. The infrared energy is focused on the photodetector and converted into a corresponding electrical signal. The signal is converted into the temperature value of the target to be measured after passing through an amplifier and a signal processing circuit and being corrected according to an algorithm in the instrument and the target emissivity.
During face recognition, the appropriate algorithm can improve the running speed of the system, the face recognition accuracy, the resource utilization rate and the like. The face recognition algorithm is mainly divided into three parts:
firstly, the method comprises the following steps: and (5) image acquisition and preprocessing. The method comprises the steps of collecting images through a camera, and carrying out operations such as graying and noise elimination on the images.
Secondly, the method comprises the following steps: and (5) detecting the image. After the camera collects images, image detection is carried out, the approximate area of skin color is determined by comparison and analysis and by taking a skin color model as initial detection, secondary detection is carried out by using an AdaBoost algorithm, and irrelevant areas are removed, so that the face positioning is more accurate.
Thirdly, the method comprises the following steps: and (5) face recognition. After the face marking is finished, the face recognition is started, the two steps are divided, the first step is called face training, and a face library is mainly established; and the second step is to complete face recognition. The adopted algorithm can be an improved PCA algorithm, the PCA algorithm is adopted for the front face image, but the improved PCA algorithm is required to be adopted for some face images with larger deflection degree. The improved algorithm has wider adaptability and higher recognition rate.
In this embodiment, the infrared temperature measurement module 6 includes a face cover 61, an infrared temperature measurement head 62 and a back plate 63, a containing portion is formed by the face cover 61 and the back plate 63 in a surrounding manner, the infrared temperature measurement head 62 is arranged in the containing portion 62, and the infrared temperature measurement module 6 is installed on the top of the housing 1 through the face cover 61 and the back plate 63.
Casing 1 is flat, including preceding shell 11 and backshell 12, backshell 12 orientation the edge of preceding shell 11 one side outwards extends and is formed with flange 121, the bottom of face lid 61 is equipped with lug 611, flange 121 corresponds lug 611 forms the confession notch 122 that lug 611 was gone into, the bottom of backplate 63 corresponds lug 611 is equipped with the lug, the lug 611 card of face lid 61 is established in the notch 122 of flange 121 and support and lean on the rear side of preceding shell 11, through lug 611 with preceding shell 11 is fixed mutually will infrared temperature measurement module 6 is installed the top of casing 1.
The projection 611 is disposed near the back of the face cover 61, and the bottom of the face cover 61 abuts against the top of the front housing 11.
In this embodiment, the current temperature measurement of face identification and entrance guard management all-in-one still includes tonifying the worn-out fur 8, camera module 5 adopts the wide dynamic face identification camera of two meshes of high definition, tonifying worn-out fur 8 is the shape of falling the U-shaped, and centers on camera module 5 sets up. The light supplementing plate 8 is provided with light supplementing lamps at two opposite sides of the camera module 5 respectively. The detection precision of the high-definition binocular wide dynamic face recognition camera can reach 0.1 ℃, and the detection error is less than +/-0.3 ℃; the method is completely suitable for harsh environments such as strong light, back light and weak light, and has the characteristics of high recognition speed, high accuracy, large list and storage capacity and the like.
The loudspeaker 7 is arranged close to the bottom of the casing 1, and the rear casing 12 is provided with a sound outlet 123 opposite to the loudspeaker 7. Foam 71 is arranged between the horn 7 and the rear shell 12.
The upright rod bracket 2 comprises an upright rod 21 and a switching block 22, the switching block 22 is rotatably connected to the top of the upright rod 21, and the switching block 22 is connected with the rear side of the casing 1.
The embodiment of the invention also provides a temperature measurement method of the face recognition passage temperature measurement and access control management all-in-one machine, and the temperature measurement method comprises the following steps:
carrying out face recognition through the camera module 5;
when the camera module 5 identifies the face, the infrared temperature measurement module 6 is started to measure the temperature of the forehead of the identified face.
Further, still include before starting infrared temperature measurement module 6 and carrying out the temperature measurement to the forehead of the people's face of discerning:
detecting whether the identified face has a worn mask, and if the face does not have the worn mask, broadcasting voice through the loudspeaker 7 to remind that the face is worn correctly; if the wearing mask is detected, the infrared temperature measurement module 6 is started to measure the temperature of the forehead of the identified face.
The temperature measurement method further comprises the following steps:
identifying the identity of the person on the identified face, judging whether the identity of the person belongs to an authorized user, if so, displaying the identity information of the person through a display screen 4, and uploading the temperature measurement result to a server for storage; if the user belongs to an unauthorized user, the voice prompt is broadcasted through the loudspeaker 7 to remind the user of registering.
The temperature measurement method further comprises the following steps: when the temperature value obtained by the temperature measurement of the infrared temperature measurement module 6 is higher than the set value, voice alarm is carried out, and a flashing red background is displayed through the display screen 4 for warning.
The face recognition passage temperature measurement and entrance guard management integrated machine can be used together with an intelligent temperature control and portrait management platform for attendance statistics, so that the face and temperature measurement record background can trace back,
in the current temperature measurement of face identification and entrance guard management all-in-one, through setting up camera module 5 and infrared temperature measurement module 6 simultaneously to camera module 5 is located in the casing 1 and close to the top of casing 1 sets up, and infrared temperature measurement module 6 is installed the top of casing 1 can realize just launching infrared temperature measurement module 6 and carrying out the temperature measurement to the volume portion of the face that camera module 5 discerned when camera module 5 discerned the face, can carry out the temperature measurement to personnel at the access & exit more high-efficiently, accurately, the temperature measurement can realize real-time observation and automatic control, and measuring distance can be nearly can be far away to can the operation at night, have stronger adaptability. Furthermore, the face recognition, passing temperature measurement and entrance guard management all-in-one machine can also check the identity of a person.
The present invention is not limited to the above embodiments, and various modifications can be made within the technical contents disclosed in the above embodiments. All structural equivalents which may be introduced in the specification and drawings of the present invention, whether directly or indirectly through other related techniques, are encompassed by the present invention as if fully set forth herein.

Claims (10)

1. The utility model provides a current temperature measurement of face identification and entrance guard management all-in-one, a serial communication port, the current temperature measurement of face identification and entrance guard management all-in-one includes casing, pole setting support, mainboard, display screen, camera module, infrared temperature measurement module and loudspeaker, wherein:
the top of the upright rod bracket is connected with the rear side of the casing and is used for mounting the face recognition, passage temperature measurement and access control management integrated machine on a mounting seat at a person entrance;
the main board is arranged in the shell, and a main control chip for controlling the whole machine is arranged on the main board;
the camera module is arranged in the shell and close to the top of the shell and is used for recognizing a human face;
the infrared temperature measurement module is arranged at the top of the shell and used for measuring the temperature of the forehead of the face identified by the camera module;
the loudspeaker is arranged in the shell and used for carrying out voice alarm when the temperature value measured by the infrared temperature measuring module is higher than a set value;
the display screen is arranged on the front side of the casing and used for displaying a face recognition process and a temperature measurement result.
2. The face recognition passage temperature measurement and entrance guard management integrated machine according to claim 1, wherein the infrared temperature measurement module comprises a face cover, an infrared temperature measurement head and a back plate, the face cover and the back plate surround to form an accommodating part, the infrared temperature measurement head is arranged in the accommodating part, and the infrared temperature measurement module is mounted at the top of the housing through the face cover and the back plate.
3. The face recognition passage temperature measurement and entrance guard management all-in-one machine of claim 2, wherein the casing is flat and comprises a front casing and a rear casing, the rear casing extends outwards towards the edge of one side of the front casing to form a flange, a convex block is arranged at the bottom of the face cover, the flange corresponds to the convex block to form a gap for the convex block to be clamped in, a convex piece is arranged at the bottom of the back plate corresponding to the convex block, the convex block of the face cover is clamped in the gap of the flange and abutted against the rear side of the front casing, and the infrared temperature measurement module is fixed with the front casing through the convex block and is arranged at the top of the casing.
4. The all-in-one machine for face recognition, passage temperature measurement and entrance guard management as claimed in claim 3, wherein the bump is disposed near the back of the face cover, the bottom of the face cover abuts against the top of the front housing, the speaker is disposed near the bottom of the housing, and the rear housing is provided with a sound outlet hole facing the speaker.
5. The all-in-one machine for face recognition, passing temperature measurement and entrance guard management as claimed in claim 1, further comprising a light supplement plate, wherein the camera module adopts a high-definition dual-eye wide dynamic face recognition camera, and the light supplement plate is in an inverted U shape and is arranged around the camera module.
6. The integrated machine for face recognition, passage temperature measurement and entrance guard management of claim 1, wherein the upright support comprises an upright and a switching block, the switching block is rotatably connected to the top of the upright, and the switching block is connected to the rear side of the housing.
7. The temperature measurement method of the face recognition passage temperature measurement and access control management integrated machine according to claim 1, wherein the temperature measurement method comprises the following steps:
carrying out face recognition through a camera module;
when the camera module identifies the face, the infrared temperature measurement module is started to measure the temperature of the forehead of the identified face.
8. The method of claim 7, wherein before the infrared temperature measurement module is started to measure the forehead of the identified human face, the method further comprises:
detecting whether a mask is worn on the identified face, and if the mask is not worn, broadcasting voice through the loudspeaker to remind that the mask is worn correctly; and if the wearing mask is detected, starting the infrared temperature measurement module to measure the temperature of the forehead of the identified face.
9. The temperature measuring method according to claim 7 or 8, further comprising:
identifying the identity of the identified human face, judging whether the identity of the human face belongs to an authorized user, if so, displaying the identity information of the human face through a display screen, and uploading a temperature measurement result to a server for storage; if the user belongs to an unauthorized user, the speaker broadcasts voice prompt to register.
10. The temperature measuring method according to claim 7 or 8, wherein when the temperature measured by the infrared temperature measuring module is higher than a set value, a voice alarm is given, and a flashing red background is displayed on the display screen to give an alarm.
CN202010509642.XA 2020-06-05 2020-06-05 Face recognition passage temperature measurement and access control management integrated machine and temperature measurement method thereof Pending CN111583492A (en)

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CN112150691A (en) * 2020-09-28 2020-12-29 泉州寻鹿信息科技有限公司 Face recognition machine with automatic body temperature measuring function and face recognition system thereof
CN112378521A (en) * 2020-11-13 2021-02-19 深圳市科瑞康实业有限公司 Temperature measuring system
CN112461374A (en) * 2020-11-13 2021-03-09 上海优加利健康管理有限公司 Infrared temperature measuring equipment
CN112700577A (en) * 2020-12-07 2021-04-23 深圳江行联加智能科技有限公司 Crowd passing screening system
CN112991601A (en) * 2021-01-18 2021-06-18 福建新大陆通信科技股份有限公司 CTID (computer telephony integration) access control system combining health code and temperature monitoring and use method
CN113160445A (en) * 2021-04-23 2021-07-23 深圳市黑金工业制造有限公司 Attendance checking, temperature measuring and antitheft all-in-one machine system and intelligent interaction method thereof
CN113178143A (en) * 2021-04-27 2021-07-27 安顺市信捷科技有限公司 Intelligent liquid crystal display with human body induction function
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CN113884193A (en) * 2021-09-28 2022-01-04 深圳市卡联科技股份有限公司 AI infrared temperature measurement method, system and device based on Internet of things and storage medium
CN114596659A (en) * 2022-02-24 2022-06-07 广西海视云图智能科技有限公司 Movable temperature-sensing gate system for community and use method thereof
WO2022146388A1 (en) * 2020-12-29 2022-07-07 Dokuz Eylül Üni̇versi̇tesi̇ Rektörlüğü An entry warning unit and entry control method
CN115147901A (en) * 2022-07-01 2022-10-04 深圳金源恒泰科技有限公司 Integrated vehicle-mounted non-inductive face recognition device and method thereof
CN115223287A (en) * 2022-06-30 2022-10-21 云南电网有限责任公司玉溪供电局 Infectious disease prevention and control entrance guard with protection function based on dynamic face recognition

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