CN113313014B - Customs detection system based on facial feature analysis emotion intensity - Google Patents
Customs detection system based on facial feature analysis emotion intensity Download PDFInfo
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- CN113313014B CN113313014B CN202110580955.9A CN202110580955A CN113313014B CN 113313014 B CN113313014 B CN 113313014B CN 202110580955 A CN202110580955 A CN 202110580955A CN 113313014 B CN113313014 B CN 113313014B
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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
- G06V40/174—Facial expression recognition
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- 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
- G06K17/0022—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 arrangements or provisious for transferring data to distant stations, e.g. from a sensing device
- G06K17/0029—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 arrangements or provisious for transferring data to distant stations, e.g. from a sensing device the arrangement being specially adapted for wireless interrogation of grouped or bundled articles tagged with wireless record carriers
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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
- G06V40/12—Fingerprints or palmprints
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- G—PHYSICS
- G07—CHECKING-DEVICES
- G07C—TIME 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
- G07C9/00—Individual registration on entry or exit
- G07C9/20—Individual registration on entry or exit involving the use of a pass
- G07C9/22—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder
- G07C9/25—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder using biometric data, e.g. fingerprints, iris scans or voice recognition
- G07C9/257—Individual registration on entry or exit involving the use of a pass in combination with an identity check of the pass holder using biometric data, e.g. fingerprints, iris scans or voice recognition electronically
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management
Abstract
The application relates to a customs inspection system based on facial feature analysis emotion intensity, which comprises a customs passage, a forced pushing component, a camera group, a processing center and a customs gate, wherein the processing center comprises an identity authentication module, a face recognition module, a facial micro-expression recognition module, a gate control module, an abnormal marking module, a data communication module, a normal marking module, a guarantee marking elimination module, a frequency counting module, a driving module and a body temperature detection module, and the customs passage comprises a front section passage, a rear section passage and a special passage. By arranging the camera set and the facial micro-expression recognition module, the detection system can accurately and rapidly detect facial expressions of people involved, screen out people with abnormal expressions and avoid the people from being involved directly; through setting up special passageway, make the abnormal personnel of expression of screening get into special passageway, do not cause the interference to other personnel of getting into the customs, be convenient for simultaneously guarantee that personnel can pass through customs passageway fast and get into the customs.
Description
Technical Field
The application relates to the field of intelligent detection, in particular to a customs inspection system based on facial feature analysis emotion intensity.
Background
Customs is a national administrative authority that exercises import and export supervisory authority according to the laws and administrative laws of the country. Customs can adopt the gate to pass through when manager goes into the gate to go into the gate management, and personnel can accept the detection of detecting system who sets up on the gate in order to verify personnel's identity when passing through the gate. In order to prevent people from carrying forbidden articles to enter a customs, customs personnel can check the entry personnel with abnormal expression and behavior.
Aiming at the related technology, the daily personnel throughput of customs is large, the personnel are not easy to accurately perceive the fine expression transformation of the personnel, the personnel are easy to be overlooked, the screening accuracy and efficiency of the personnel involved are low, and improvement is needed.
Disclosure of Invention
In order to improve accuracy and efficiency of screening of personnel involved, the application provides a customs detection system based on facial feature analysis emotion intensity.
The customs inspection system based on the facial feature analysis emotion intensity provided by the application adopts the following technical scheme.
The utility model provides a customs detecting system based on facial feature analysis emotion intensity, includes customs passageway, camera group, processing center and customs floodgate machine, the customs passageway includes anterior segment passageway and back end passageway, the customs floodgate machine includes first floodgate machine, second floodgate machine, first floodgate machine installs the collection module that is used for gathering personnel identity information, and first floodgate machine installs in the port of anterior segment passageway, and the second floodgate machine is installed in the back end passageway, camera group installs in the back end passageway for gathering video information, the customs passageway is buckled and is set up so that can't see the camera group from the port of anterior segment passageway, processing center and camera group coupling, processing center includes:
the identity authentication module is used for receiving the identity information of the personnel, comparing the identity information with personnel authentication information stored in a preset personnel database, and outputting an entering signal after the comparison is passed;
the face recognition module is used for receiving the video information, recognizing the current face image of the person in each frame of picture in the video information, and comparing the current face image with the normal face image of the person stored in the entrance personnel database so as to find out the corresponding normal face image of the person;
the facial micro-expression recognition module is used for acquiring current expression baseline data according to a current face image, acquiring normal expression baseline data according to a normal face image of a person, and comparing the current expression baseline data with the normal expression baseline data to obtain a normal expression result and an abnormal expression result;
and the gate control module is used for controlling the opening or closing of the second gate according to the normal expression result or the abnormal expression result, and receiving the access information to open the first gate for personnel to access.
Through adopting above-mentioned technical scheme, through setting up camera group at the back end passageway, avoid camera group to be gone into the staff and discover in advance in the distance to let the staff have the time of adjusting the expression, lead to unable accurate detection to personnel's facial expression, at current facial image of gathering, make processing center discern personnel's facial expression automatically through facial microexpression recognition module, can be accurate according to personnel's facial expression, obtain normal expression result and abnormal expression result, more manual judgment more quick, accurate.
Preferably, the customs clearance further comprises a special clearance, the special clearance is communicated with the rear section clearance, a port of the special clearance is positioned between the first gate and the second gate, the customs gate further comprises a third gate arranged in the special clearance, the third gate is also provided with an acquisition module, the processing center further comprises an abnormal marking module, the abnormal marking module is used for attaching an abnormal label to corresponding personnel authentication information according to an abnormal expression result, after the identity information is compared with personnel authentication information stored in a preset personnel database, the identity authentication module confirms whether the personnel authentication information has an abnormal label or not, and after confirming that the personnel authentication information has no abnormal label, the processing center outputs an entering signal; after confirming that the abnormal label exists, a control signal is output so that the gate control module controls the third gate to be opened.
By adopting the technical scheme, in order to prevent personnel with abnormal expression results from being detained in the front section channel or the rear section channel and blocking the passage of other personnel, the special channel is arranged, and after the personnel are judged to be abnormal expression results, customs personnel can accept further inquiry and inspection in the special channel.
Preferably, the forced pushing component is arranged in the back section channel, the processing center further comprises a driving module for controlling the forced pushing component to move, the forced pushing component comprises a revolving door for a single person to enter and a pushing device, the revolving door comprises a shell and a rotating door plate, the shell is provided with an inner cavity, three openings are formed in the inner wall of the inner cavity, the three openings are respectively communicated with a channel opening of a first gate, a channel opening of a third gate and a back section channel, the rotating door plate is rotationally connected to the inner wall of the inner cavity, the rotating door plate is driven to rotate by a stepping motor, the circumferential side wall of the rotating door plate is used for being close to the cavity wall of the inner cavity, the rotating door plate comprises three door plate units, the faces of the three door plate units are in the vertical direction, the side walls of the three door plate units are fixedly connected, a containing area for containing personnel is formed between every two door plate units, the containing area can be communicated with any outlet along with the rotation of the rotating door plate, and the pushing device comprises a pushing plate and a driving mechanism, and the pushing plate is driven by the driving mechanism to be driven by the driving mechanism to push the abnormal information of the driving mechanism to the person to the third gate.
Through adopting above-mentioned technical scheme, in order to prevent that personnel from unconsciously getting into special passageway, set up forced propelling movement subassembly, after personnel are judged to be unusual expression result, rotate the door plant and can send personnel to third gate passageway entrance, later push extrusion board is with personnel extrusion outlet, force messenger personnel entering third gate.
Preferably, the system further comprises a query terminal installed in the special channel, the processing center further comprises a data communication module used for establishing data connection with the query terminal, and the data communication module is used for sending personnel authentication information and personnel usual facial images corresponding to the abnormal expression result to the query terminal for the inquirer to know after the abnormal expression result is obtained.
Through adopting above-mentioned technical scheme, after personnel are judged to be unusual expression result, data communication module is with personnel authentication information, the personnel facial image that ordinary face of the personnel that will be corresponding to unusual expression result send to inquiry terminal, be convenient for be located the investigation personnel of special passageway, can know these personnel's information of judging to be unusual expression result.
Preferably, the customs gate further comprises a fourth gate, the fourth gate is located at an outlet of the special channel, the fourth gate is also provided with an acquisition module, the processing center further comprises a pass-through normal marking module, the inquiry terminal can send a pass signal according to the personnel authentication information, the pass-through normal marking module attaches corresponding personnel authentication information to a pass-through tag after receiving the pass signal through the data communication module, and the identity authentication module further has a function of identifying the pass-through tag; when the identity information is compared with the personnel authentication information stored in the personnel database, the identity authentication module simultaneously recognizes the passing label and outputs an opening signal to the gate control module so that the gate control module controls the fourth gate to be opened.
Through adopting above-mentioned technical scheme, after personnel accept the investigation and pass smoothly, personnel accessible inquiry terminal will pass through the signal and take place to processing center, processing center marks this personnel through the label, makes personnel can follow fourth gate and pass through.
Preferably, the processing center further includes:
the guarantee marking module is used for attaching a guarantee label to the personnel authentication information;
the number counting module is used for counting the comparison number of the authentication information of the same person with the security tag by the identity authentication module, and when the comparison number is equal to two times, the gate control module controls the third gate to be opened; when the comparison times are equal to three times, the gate control module controls the fourth gate to be opened.
Through adopting above-mentioned technical scheme, for some urgent business personnel, for example need go to the destination on time and talk to the list or have important academic gathering, it can contact the customs in advance and show the demonstration after, the customs personnel can be through the personnel authentication information additional guarantee label of guaranteeing mark module to these personnel, make these personnel can directly pass through special passageway and go into the customs, need not to carry out facial expression discernment through the camera group, avoid appearing some accidents and delay time, it is more humanized.
Preferably, the processing center further includes:
and the guarantee mark elimination module is used for eliminating the guarantee mark when the comparison times are equal to three times.
By adopting the technical scheme, the guarantee marks are eliminated, so that the guarantee marks are prevented from being repeatedly identified by the processing center when personnel pass through customs again.
Preferably, the first gate is further provided with a temperature acquisition module for acquiring body temperature information of personnel, the processing center further comprises a body temperature detection module, the body temperature detection module is used for comparing the body temperature information with a preset body temperature standard value, and whether the identity authentication module outputs an entering signal or not is controlled according to a comparison result.
In summary, the present application includes at least one of the following beneficial technical effects:
by arranging the camera set and the facial micro-expression recognition module, the detection system can accurately and rapidly detect facial expressions of people involved, screen out people with abnormal expressions and avoid the people from being involved directly;
by arranging the special channel, the screened abnormal expression personnel enter the special channel, so that interference is not caused to other customs access personnel, and meanwhile, the customs access can be quickly performed through the customs channel by the security personnel;
through setting up forced propelling movement subassembly, ensure that the unusual personnel of expression of screening can get into in the special passageway.
Drawings
Fig. 1 is a schematic diagram of an embodiment of the present application.
Fig. 2 is a schematic structural view of an embodiment of the present application.
Fig. 3 is an enlarged view at a of fig. 2.
Reference numerals illustrate: 1. customs passage; 11. a front section channel; 12. a rear section channel; 13. a special channel; 14. an isolation region; 2. a camera group; 3. a processing center; 31. an identity authentication module; 32. a face recognition module; 33. a facial microexpressive recognition module; 34. a gate control module; 35. a data communication module; 36. a normal marking module; 361. an anomaly marking module; 37. a warranty marking module; 38. the frequency counting module; 39. a guarantee mark elimination module; 4. a customs gate; 41. a first gate; 42. a second gate; 43. a third gate; 44. a fourth gate; 5. an acquisition module; 6. forced pushing component; 61. a revolving door; 611. a housing; 612. rotating the door panel; 613. an inner cavity; 614. an opening; 615. a door panel unit; 62. a pushing device; 621. a push plate; 622. a driving mechanism; 623. a hinged plate; 624. a slide block; 625. an electric screw rod; 63. a receiving area; 7. inquiring the terminal; 8. a temperature acquisition module; 9. a body temperature detection module; 10. and a driving module.
Detailed Description
The application is described in further detail below with reference to fig. 1-3.
The embodiment of the application discloses a customs detection system for analyzing emotion intensity based on facial features. Referring to fig. 1 and 2, a customs inspection system based on facial feature analysis emotion intensity includes a customs passage 1, a forced pushing assembly 6, a camera set 2, a processing center 3 and a customs gate 4, wherein the customs passage 1 includes a front section passage 11, a rear section passage 12 and a special passage 13 which are mutually communicated. The front section channel 11 and the rear section channel 12 are vertically arranged, and the special channel 13 is communicated with the rear section channel 12. The customs gate 4 includes a first gate 41, a second gate 42, a third gate 43 and a fourth gate 44, the first gate 41 is installed at a port of the front channel 11, the second gate 42 is installed in the rear channel 12, the third gate 43 is located in an inlet of the special channel 13, and the fourth gate 44 is located at an outlet of the special channel 13.
Referring to fig. 1 and 3, the forced pushing assembly 6 includes a rotating door 61 for a single person to enter, a pushing device 62, the rotating door 61 includes a housing 611 and a rotating door plate 612, the housing 611 has an inner cavity 613, three openings 614 are provided on an inner wall of the inner cavity 613, the three openings 614 are respectively used for communicating with a passage opening of the first gate 41, a passage opening of the third gate 43 and the rear passage 12, the rotating door plate 612 is rotationally connected on an inner wall of the inner cavity 613, the rotating door plate 612 is driven by a stepper motor to rotate, the rotating door plate 612 includes three door plate units 615, a plate surface of the three door plate units 615 is vertically connected, side walls of the three door plate units 615 are fixedly connected, an included angle between the three door plate units 615 is 120 degrees, two adjacent door plate units 615 form a containing area 63 for a person to enter, and rotation of the stepper motor moves the containing area 63, so that a person in the containing area 63 moves along with the containing area 63.
The pushing device 62 comprises a driving mechanism 622 and a pushing plate 621, the driving mechanism 622 comprises an electric screw rod 625 and a sliding block 624, the pushing plate 621 comprises two hinge plates 623, the electric screw rod 625 is horizontally arranged on the surface of the door plate unit 615, the sliding block 624 is rotationally connected with the door plate unit 615, the electric screw rod 625 is arranged on the surface of the two door plate units 615 opposite to each other, the sliding block 624 is in threaded connection with the electric screw rod 625 and is driven by the electric screw rod 625 to slide along the horizontal direction, the hinge plates 623 are provided with two hinge plates 623, the end parts of the two hinge plates 623 are mutually hinged, the surface of each hinge plate 623 is along the vertical direction, an elastic driving block is fixedly arranged on the surface of each hinge plate 623, and the other end of each hinge plate 623 is hinged with the corresponding sliding block 624. When the electric screw rod 625 drives the sliding block 624 to move towards the channel opening of the third gate 43, the included angle between the two hinge plates 623 is gradually increased under the drive of the sliding block 624, the two hinge plates 623 move to drive the person towards the opening 614 of the third gate 43, the person is driven towards the third gate 43, and the purpose of the elastic driving block is to prevent the person from being injured in the driving process.
Referring again to fig. 1 and 2, the processing center 3 includes an identity authentication module 31, a face recognition module 32, a facial microexpressive recognition module 33, a gate control module 34, an anomaly marking module 361, a data communication module 35, a normal marking module 36, a warranty marking module 37, a warranty marking elimination module 39, a frequency statistics module 38, a driving module 10, and a body temperature detection module 9.
The temperature acquisition module 8 is installed on the first gate 41, the temperature acquisition module 8 adopts an infrared thermometer, the temperature acquisition module 8 is used for acquiring body temperature information of personnel and transmitting the body temperature information to the body temperature detection module 9, and the body temperature detection module 9 is used for comparing the body temperature information with a body temperature standard value prestored in a storage space of the processing center 3 to obtain a body temperature abnormal result or a body temperature normal result.
The first gate 41 is provided with a collection module 5 for collecting personnel identity information, the collection module 5 comprises an RFID identifier and a fingerprint collector, can identify personnel's certificate information and personnel's fingerprint, and transmits the identity information to the identity authentication module 31, after the identity authentication module 31 receives the identity information, the processing center 3 is provided with a personnel database for entering, personnel authentication information and personnel usual facial images are stored in the personnel database, and the personnel authentication information comprises basic information such as name, age, sex, height, weight, identity authentication information, language information, heart rate reference value and the like.
After the identity authentication module 31 receives the identity information, comparing the identity information with the personnel authentication information, if the identity information is consistent with the identity authentication information in the personnel authentication information and is a normal body temperature result, outputting an entering signal to the gate control module 34, and enabling the gate control module 34 to enable the first gate 41 to be opened so as to enable personnel to enter the front-stage channel 11; if the body temperature is abnormal, the identity authentication module 31 does not output an incoming signal, and an alarm bell coupled to the processing center 3 sounds.
Referring again to fig. 1 and 2, the third shutter 43 is a two-channel shutter, one channel is located between the rotary door 61 and the end of the front channel 11, the other channel is opposite to an opening 614 of the rotary door 61, and an isolation area 14 for temporarily allowing personnel to stay is formed between the third shutter 43, the rotary door 61 and the inner wall of the rear channel 12. The third gate 43 and the fourth gate 44 are both installed with the acquisition module 5, after a person enters the rear-section channel 12 from the front-section channel 11 through a corner, wherein the person authentication information is attached with the person with the security tag by the security tag module 37, the person with the security tag attached to the third gate 43 can input the identity information through the other acquisition module 5 arranged on the third gate 43, the number statistics module 38 counts the comparison number of the authentication information of the same person with the security tag attached to the third gate by the identity authentication module 31, and when the number statistics module 38 counts the comparison number of the authentication information of the same person with the security tag attached to the identity authentication module 31 equal to two times, the person is illustrated to pass through the first gate 41 and is inputting the identity information to the acquisition module 5 on the third gate 43, and at this time, the number statistics module 38 drives the gate control module 34 to open the third gate 43 so that the person with the security tag can enter the special channel 13; when the number of comparison is equal to three, the personnel is inputting the identity information to the acquisition module 5 on the fourth gate 44, the number counting module 38 will make the gate control module 34 control the fourth gate 44 to open, and control the security mark eliminating module 39 to eliminate the security mark, so that the personnel having the security mark can enter the gate from the special channel 13.
Here, it should be noted that, the application object of the guarantee mark is a person who performs the customs guarantee in advance, and because some people need to enter the customs to participate in a more urgent conference or talk list, when the customs detection is delayed, a larger loss is easily caused, so that the people can perform the guarantee through customs webpages or telephones before entering the customs, submit the guarantee certificate, and attach the guarantee mark to the person submitting the guarantee certificate through the guarantee mark module 37 after the person verifies, so that the person can enter the customs rapidly and smoothly.
The rear section channel 12 is narrow, personnel are required to queue to pass through, meanwhile, the entrance of the revolving door 61 is narrow, the personnel are required to enter the revolving door 61 one by one before entering the revolving door 61, after entering the revolving door 61, the personnel can be detected by the infrared sensor arranged on the inner wall of the accommodating area 63, the infrared sensor transmits a starting signal to the driving module 10, after the driving module 10 receives the starting signal, the driving module 10 drives the rotating door plate 612 to rotate through the stepping motor, the personnel are conveyed to the opening 614 opposite to the second gate 42 from the entering opening 614, and at the moment, the rotating door plate 612 stops running, so that the personnel are opposite to the camera set 2 arranged in the rear section channel 12, and the personnel are photographed by the camera set 2. The camera set 2 collects video information, and because the camera set 2 is blocked by the revolving door 61, people can not find the existence of the camera set 2 before entering the revolving door 61, and then the people suddenly receive the image of the camera set 2, and because of the stress instinct of organisms, some people carrying illegal articles can instinctively feel panic and uneasy under the change of the environment.
The received video information is then passed to a face recognition module 32. The face recognition module 32 is configured to recognize a current face image of a person in each frame of the video information after receiving the video information, compare the current face image with a normal face image of the person stored in the related person database, and find a normal face image of the person corresponding to the current face image; the facial micro-expression recognition module 33 is used for acquiring current expression baseline data according to the current facial image and acquiring usual expression baseline data according to the usual facial image of the person. Expression baseline data included eyebrow morphology, eyelid blepharos, and interlabial lines. The current expression baseline data is expression baseline data in the current face image, and the usual expression baseline data is expression baseline data in the usual face image of the person. And obtaining a normal expression result and an abnormal expression result by comparing the current expression baseline data with the usual expression baseline data.
Regarding a normal expression result and an abnormal expression result, wherein the abnormal expression result comprises a surprise expression result, an aversion expression result, a slight expression result, a chipless expression result, an anger expression result and a fear expression result, and the normal expression result is other expression results except the abnormal expression result. The expression result is obtained by a recognition method in the prior art, for example, a related art described in patent document CN104820495B, which is not described in detail.
After the normal expression result is obtained, the gate control module 34 controls the second gate 42 to be opened, so that the second gate 42 blocks the opening 614 of the revolving door 61 to open the gate, and personnel can access the gate through the second gate 42. After the person enters the gate, the driving module 10 continues to rotate the rotating door plate 612 by 120 degrees after the start signal transmitted by the infrared sensor of the accommodating area 63 is disappeared, so that the next person entering the gate is sent to the second gate 42 for detection.
When the abnormal expression result is obtained, the gate control module 34 controls the second gate 42 to keep the closed state, the driving module 10 directly controls the rotating door panel 612 to rotate 120 degrees, the person corresponding to the abnormal expression result is sent to the opening 614 opposite to the third gate 43, and meanwhile, the abnormal marking module 361 obtains the corresponding person authentication information from the personnel database according to the normal facial image of the person corresponding to the abnormal expression result, and attaches the abnormal label to the person authentication information. After 10 seconds of interval, the driving module 10 controls the corresponding electric screw rod 625 to drive the sliding block 624 to slide towards the opening 614, so that the included angle between the two hinge plates 623 gradually becomes 180 degrees, the personnel are driven towards the isolation area 14, after the door plate 612 is rotated for 120 degrees again, the hinge plates 623 with the included angles of 180 degrees are reset under the control of the driving module 10, and the queuing personnel can enter the accommodating area 63. In order to prevent personnel from entering the revolving door 61 from the opening 614 opposite to the third gate 43, each time the revolving door 612 rotates, the driving module 10 controls the corresponding electric screw 625 to rotate, so that the hinge plate 623 shields the opening 614 and prevents personnel in the isolation area 14 from reentering the revolving door 61. Personnel located in the isolation zone 14 can only input identity information to the acquisition module 5 on the third gate 43. After the identity information is input and the identity information is compared with the personnel authentication information, the identity authentication module 31 recognizes an abnormal tag attached to the personnel authentication information corresponding to the identity information, so that the identity authentication module 31 outputs a control signal, and the gate control module 34 controls the third gate 43 to be opened, so that personnel in the isolation area 14 enter the special channel 13.
The special channel 13 is internally provided with the query terminal 7, the query terminal 7 and the data communication module 35 are in data connection, the data connection mode can be a wireless communication mode or a communication mode connected through a data line, after the facial micro-expression recognition module 33 obtains an abnormal expression result, the data communication module 35 packages and sends personnel authentication information corresponding to the abnormal expression result and personnel normal facial images to the query terminal 7, the query terminal 7 is provided with a display screen, and the query personnel can know the information of personnel detecting the abnormal expression result through the display screen so as to conveniently distribute the personnel capable of communicating with the query terminal to inquire and check the personnel. After the person passes the inquiry and check smoothly, the person clicks a pass button on the interface of the inquiry terminal 7, then the inquiry terminal 7 sends a corresponding pass signal to the processing center 3 according to the person authentication information, and the normal marking module 36 attaches the corresponding person authentication information to a pass label after receiving the pass signal through the data communication module 35; meanwhile, after receiving the passing signal through the data communication module 35, the abnormality marking module 361 eliminates the abnormality label on the corresponding personnel authentication information.
At this time, the person who asks and detects can input the identity information to the acquisition module 5 on the fourth gate 44, the identity authentication module 31 further has the function of identifying the passing label, the identity authentication module 31 can identify the passing label after comparing the identity information of the person, and the gate control module 34 can control the fourth gate 44 to open and the normal marking module 36 to eliminate the passing label after identifying the passing label by the identity authentication module 31. So that the person who passes the inquiry and examination can go into the office smoothly, and in addition, the person who does not pass the inquiry and examination can be brought out of the special channel 13 by customs personnel for further processing.
The implementation principle of the customs inspection system based on the facial feature analysis emotion intensity of the embodiment of the application is as follows: when the facial micro-expression recognition module 33 accurately recognizes the micro-expression of the person facing the camera set 2, the customs personnel with abnormal expression can be accurately and rapidly screened out, and specific investigation is carried out by the customs personnel to confirm whether the customs personnel have illegal smuggling behaviors or not.
The above embodiments are not intended to limit the scope of the present application, so: all equivalent changes in structure, shape and principle of the application should be covered in the scope of protection of the application.
Claims (5)
1. A customs inspection system based on facial feature analysis emotion intensity is characterized by comprising a customs passage (1), a camera set (2), a processing center (3) and a customs gate (4), wherein the customs passage (1) comprises a front section passage (11) and a rear section passage (12), a forced pushing component (6) is arranged in the rear section passage (12), the customs gate (4) comprises a first gate (41) and a second gate (42), the first gate (41) is provided with an acquisition module (5) for acquiring personnel identity information, the first gate (41) is arranged at a port of the front section passage (11), the second gate (42) is arranged in the rear section passage (12), the camera set (2) is arranged in the rear section passage (12) for acquiring video information, the customs gate (4) further comprises a third gate (43) arranged in a special passage (13), the third gate (43) is also provided with a module (5), the first gate (41) is arranged at a port of the front section passage (11), the second gate (42) is arranged in the rear section passage (12) for acquiring video information, the third gate (4) is also arranged at a special gate (44), the customs passage (1) is arranged in a bending way so that the camera group (2) cannot be seen from the port of the front section passage (11), the processing center (3) is coupled with the camera group (2), and the processing center (3) comprises:
a driving module (10) for controlling the movement of a forced pushing assembly (6), the forced pushing assembly (6) comprises a rotating door (61) for a single person to enter, and a pushing device (62), the rotating door (61) comprises a shell (611) and a rotating door plate (612), the shell (611) is provided with an inner cavity (613), three openings (614) are arranged on the inner wall of the inner cavity (613), the three openings (614) are respectively used for being communicated with a passage opening of a first gate (41), a passage opening of a third gate (43) and a rear section passage (12), the rotating door plate (612) is rotationally connected on the inner wall of the inner cavity (613), the rotating door plate (612) is rotationally driven by a stepping motor, the circumferential side wall of the rotating door plate (612) is close to the cavity wall of the inner cavity (613), the rotating door plate (612) comprises three door plate units (615), the plate surfaces of the three door plate units (615) are fixedly connected in the vertical direction, the side walls of the three door plate units (615) are respectively communicated with a passage opening of a first gate (41), a second door plate unit (615) and a pushing device (63) can be accommodated in the receiving area (63) and a pushing device (622) which can be accommodated by the rotating door plate (612), the push plate (621) is driven by the driving mechanism (622) to push personnel with personnel authentication information attached with abnormal labels into the passage port of the third gate (43);
the identity authentication module (31) is used for receiving the identity information of the personnel, comparing the identity information with personnel authentication information stored in a preset personnel database, and outputting an entering signal after the comparison;
the face recognition module (32) is used for receiving the video information, recognizing the current face image of the person in each frame of picture in the video information, and comparing the current face image with the normal face image of the person stored in the related person database so as to find out the corresponding normal face image of the person;
the facial micro-expression recognition module (33) is used for acquiring current expression baseline data according to a current face image, acquiring normal expression baseline data according to a normal face image of a person, and comparing the current expression baseline data with the normal expression baseline data to obtain a normal expression result and an abnormal expression result;
and a gate control module (34) for controlling the opening or closing of the second gate (42) according to the normal expression result or the abnormal expression result, and receiving the access information to open the first gate (41) for personnel access;
a guarantee marking module (37) for attaching a guarantee label to the personnel authentication information;
the number counting module (38) is used for counting the comparison number of the authentication information of the same person with the security tag by the identity authentication module (31), and when the comparison number is equal to two times, the gate control module (34) controls the third gate (43) to be opened; when the comparison times are equal to three times, the gate control module (34) controls the fourth gate (44) to be opened;
and a guarantee mark elimination module (39) for eliminating the guarantee mark when the number of comparison times is equal to three.
2. The customs inspection system for analyzing emotion intensity based on facial features of claim 1, wherein: the customs access (1) further comprises a special access (13), the special access (13) is communicated with the rear section access (12), a port of the special access (13) is located between the first gate (41) and the second gate (42), the processing center (3) further comprises an abnormal marking module (361), the abnormal marking module (361) is used for attaching an abnormal label to corresponding personnel authentication information according to an abnormal expression result, after the identity information is compared with personnel authentication information stored in a preset customs personnel database, the identity authentication module (31) can confirm whether the personnel authentication information is provided with an abnormal label or not, and after confirming that the personnel authentication information is provided with the abnormal label, an entering signal is output; after confirming that the abnormal label exists, a control signal is output so that the gate control module (34) controls the third gate (43) to be opened.
3. The customs inspection system for analyzing emotion intensity based on facial features of claim 2, wherein: the system is characterized by further comprising a query terminal (7) arranged in the special channel (13), wherein the processing center (3) further comprises a data communication module (35) used for establishing data connection with the query terminal (7), and the data communication module (35) is used for sending personnel authentication information and personnel usual facial images corresponding to the abnormal expression result to the query terminal (7) for the inquirer to know after the abnormal expression result is obtained.
4. A customs inspection system for analyzing emotion intensity based on facial features as recited in claim 3, wherein: the processing center (3) further comprises a pass normal marking module (36), the query terminal (7) can send a pass signal according to the personnel authentication information, the pass normal marking module (36) attaches corresponding personnel authentication information to a pass label after receiving the pass signal through the data communication module (35), and the identity authentication module (31) further has a function of identifying the pass label;
when the identity information is compared with the personnel authentication information stored in the personnel database, the identity authentication module (31) simultaneously recognizes the passing label and outputs an opening signal to the gate control module (34), so that the gate control module (34) controls the fourth gate (44) to be opened.
5. The customs inspection system for analyzing emotion intensity based on facial features of claim 1, wherein: the first gate (41) is further provided with a temperature acquisition module (8) for acquiring body temperature information of personnel, the processing center (3) further comprises a body temperature detection module (9), the body temperature detection module (9) is used for comparing the body temperature information with a preset body temperature standard value and controlling whether the identity authentication module (31) outputs an entering signal according to a comparison result.
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Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106529453A (en) * | 2016-10-28 | 2017-03-22 | 深圳市唯特视科技有限公司 | Reinforcement patch and multi-tag learning combination-based expression lie test method |
| CN206312270U (en) * | 2016-12-28 | 2017-07-07 | 北京品恩科技股份有限公司 | A kind of three-dimensional portrait integrated data door |
| CN107633558A (en) * | 2017-09-12 | 2018-01-26 | 浙江网新电气技术有限公司 | A kind of self-service ticket checking method and equipment based on portrait Yu identity card matching identification |
| CN210420940U (en) * | 2018-12-29 | 2020-04-28 | 中国科学院重庆绿色智能技术研究院 | Three-door single-channel gate |
| CN111292455A (en) * | 2020-03-05 | 2020-06-16 | 深圳市君利信达科技有限公司 | Customs gate detection system based on face and fingerprint identification |
-
2021
- 2021-05-26 CN CN202110580955.9A patent/CN113313014B/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106529453A (en) * | 2016-10-28 | 2017-03-22 | 深圳市唯特视科技有限公司 | Reinforcement patch and multi-tag learning combination-based expression lie test method |
| CN206312270U (en) * | 2016-12-28 | 2017-07-07 | 北京品恩科技股份有限公司 | A kind of three-dimensional portrait integrated data door |
| CN107633558A (en) * | 2017-09-12 | 2018-01-26 | 浙江网新电气技术有限公司 | A kind of self-service ticket checking method and equipment based on portrait Yu identity card matching identification |
| CN210420940U (en) * | 2018-12-29 | 2020-04-28 | 中国科学院重庆绿色智能技术研究院 | Three-door single-channel gate |
| CN111292455A (en) * | 2020-03-05 | 2020-06-16 | 深圳市君利信达科技有限公司 | Customs gate detection system based on face and fingerprint identification |
Non-Patent Citations (1)
| Title |
|---|
| 南宁海关12 条措施服务第五届中国—东盟博览会;李霓;《国际商报》;20080930;第1-2页 * |
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