CN117478845B - Fixed-point boarding prompting method, device, equipment and medium based on face recognition - Google Patents
Fixed-point boarding prompting method, device, equipment and medium based on face recognition Download PDFInfo
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
- H04N7/181—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast for receiving images from a plurality of remote sources
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
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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
- G06V40/161—Detection; Localisation; Normalisation
- G06V40/166—Detection; Localisation; Normalisation using acquisition arrangements
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Abstract
The application discloses a fixed-point boarding prompting method, device, equipment and medium based on face recognition, wherein the method comprises the following steps: acquiring a face photo of a passenger to be promoted; determining the action track of the passenger to be promoted based on the face photo of the passenger to be promoted; determining a plurality of display devices of an airport as devices to be played based on the action tracks of passengers to be prompted; scoring a plurality of devices to be played based on a preset scoring rule; and determining at least one of the plurality of devices to be played as a fixed-point playing device based on the scoring result, wherein the fixed-point playing device is used for playing the promotion information of the passengers to be promoted at fixed points. The method and the device aim at determining fixed-point playing equipment through the action track of the passenger and the preset scoring rule, realizing fixed-point playing to promote boarding information, reducing probability of mismachine of the passenger and further improving service experience of the passenger.
Description
Technical Field
The application relates to the field of civil airport passenger boarding services, in particular to a fixed-point boarding prompting method, device, equipment and medium based on face recognition.
Background
At present, with the increase of the number of flights at an airport and the rapid increase of passenger flow, when an airplane is opened for boarding, some passengers cannot acquire boarding information such as boarding gates or boarding time through aviation display and regional broadcasting; or because some factors cause delay of the airplane, the time of reeveling is not timely informed to passengers, and partial passengers are caused to misdrive, so that poor passenger service experience is easily caused.
Therefore, how to improve the experience of the passenger and reduce the number of mistakes of the passenger becomes a problem to be solved.
The foregoing is merely provided to facilitate an understanding of the principles of the present application and is not admitted to be prior art.
Disclosure of Invention
The main purpose of the application is to provide a fixed-point boarding promoting method, device, equipment and medium based on face recognition, and aims to determine fixed-point playing equipment through the action track of a passenger and a preset scoring rule, realize fixed-point playing of boarding promoting information, reduce probability of mismachine of the passenger and further improve service experience of the passenger.
In order to achieve the above purpose, the present application provides a face recognition-based fixed-point boarding method, which includes the following steps: acquiring a face photo of a passenger to be promoted; determining the action track of the passenger to be promoted based on the face photo of the passenger to be promoted; determining a plurality of display devices of an airport as devices to be played based on the action tracks of the passengers to be prompted; scoring a plurality of devices to be played based on a preset scoring rule; and determining at least one of the devices to be played as a fixed-point playing device based on the scoring result, wherein the fixed-point playing device is used for playing the promotion information of the passengers to be promoted at fixed points.
Optionally, the determining the action track of the passenger to be prompted based on the face photo of the passenger to be prompted includes: acquiring a first movement track of the passenger to be promoted based on the face photo of the passenger to be promoted and position data provided by a security monitoring system of an airport; the determining that a plurality of display devices at the airport are to-be-played devices based on the action track of the passenger to be prompted comprises: determining first final position information of the passenger to be promoted based on the first movement track; and determining a plurality of devices to be played based on the first final position information of the passengers to be promoted and a preset range value.
Optionally, the determining the action track of the passenger to be prompted based on the face photo of the passenger to be prompted includes: based on the face photo of the passenger to be promoted, calling the video of the passenger to be promoted provided by a security monitoring system; determining second final position information of the passenger to be promoted based on the video of the passenger to be promoted; predicting a second action track of the passenger to be promoted based on the second final position information of the passenger to be promoted; the determining that a plurality of display devices at the airport are to-be-played devices based on the action track of the passenger to be prompted comprises: and determining a plurality of display devices of the airport as devices to be played based on the predicted second action track of the passengers to be prompted.
Optionally, predicting the second action track of the passenger to be prompted based on the second last location information of the passenger to be prompted includes: determining position points between the second final position information and a boarding gate, wherein the flow of people between the second final position information and the boarding gate is greater than a preset threshold value, and a plurality of position points are arranged; connecting a plurality of the position points into a common path, and determining the common path as the second action track; or determining a shortest path between the second final position information and a boarding gate based on the second final position information of the passenger to be promoted, and determining the shortest path as the second action track.
Optionally, the score of at least one of the fixed point playing devices is gradually decreased or increased along the first action track or the second action track based on the preset scoring rule; or the preset scoring rule is that the score of the fixed point playing device in a preset range from a preset position point is larger than the score of the fixed point playing device in other areas based on the first action track or the second action track; or the preset scoring rule is that the score of the fixed point playing device in the preset area is larger than the score of the fixed point playing device in other areas based on the first final position information or the second final position information.
Optionally, the determining, based on the scoring result, that at least one of the devices to be played is a fixed-point playing device includes: and determining at least one device to be played with the scoring score higher than a preset scoring value as the fixed-point playing device.
Optionally, after determining that at least one of the devices to be played is a fixed-point playing device based on the scoring result, the method further includes: and setting the frequency of playing the promotion information of the passengers to be promoted by the fixed-point playing equipment based on a preset playing rule.
In addition, in order to achieve the above-mentioned purpose, the present application still provides a fixed point on the basis of face identification and promotes boarding device, the fixed point on the basis of face identification promotes boarding device includes: the acquisition module is used for acquiring the face photo of the passenger to be promoted; the first determining module is used for determining the action track of the passenger to be promoted based on the face photo of the passenger to be promoted; the second determining module is used for determining a plurality of display devices of the airport as devices to be played based on the action tracks of the passengers to be prompted; the scoring module is used for scoring a plurality of devices to be played based on a preset scoring rule; and the third determining module is used for determining at least one of the devices to be played as a fixed-point playing device based on the scoring result, wherein the fixed-point playing device is used for playing the promotion information of the passengers to be promoted at fixed points.
In addition, in order to achieve the above object, the present application further provides an electronic device, including a memory, a processor, and a computer program stored in the memory and executable on the processor, where the processor executes the computer program to implement the face recognition-based fixed-point boarding prompting method according to any one of the above.
In addition, in order to achieve the above object, the present application further provides a computer readable storage medium having stored thereon a computer program, which when executed by a processor, implements the face recognition-based fixed-point boarding facilitating method according to any one of the above.
The fixed-point boarding prompting method, device, equipment and medium based on face recognition provided by the embodiment of the application have the following technical effects:
determining the action track of the passenger to be promoted by carrying out face recognition on the face photo of the passenger to be promoted, determining a plurality of devices to be played according to the action track of the passenger to be promoted, scoring the plurality of devices to be played, and determining at least one device to be a fixed-point playing device; the region where the passenger to be prompted is currently located can be covered more accurately through the at least one fixed-point playing device, visual information strong prompt can be carried out on the passenger, passenger taking information can be timely informed, and probability of passenger mistaking is reduced; and can reduce the wrong machine complaint of passenger, promote passenger's service experience sense.
Drawings
Fig. 1 is an application schematic diagram of a fixed-point boarding method based on face recognition;
fig. 2 is a flowchart of an embodiment of a fixed-point boarding facilitating method based on face recognition in the present application;
fig. 3 is a flowchart of another embodiment of the fixed-point boarding facilitating method based on face recognition;
fig. 4 is a schematic diagram of functional modules of an embodiment of a fixed-point boarding facilitating device based on face recognition;
FIG. 5 is a schematic structural diagram of a medium according to an embodiment of the present disclosure;
fig. 6 is a schematic structural diagram of a computing device according to an embodiment of the present application.
Wherein: 110. a security monitoring system; 120. a cable television system; 400. a fixed-point boarding accelerating device based on face recognition; 410. an acquisition module; 420. a first determination module; 430. a second determination module; 440. a scoring module; 450. a third determination module; 50. an optical disc; 60. a computing device; 601. a processing unit; 602. a system memory; 6021. a random access memory; 6022. a cache memory; 6023. a ROM; 6024. a program module; 6025. a utility tool; 603. a bus; 604. an external device; 605. an input/output interface; 606. a network adapter.
The realization, functional characteristics and advantages of the present application will be further described with reference to the embodiments, referring to the attached drawings.
Detailed Description
It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the present application.
In the prior art, with the increasing of airport flights and passenger flow, particularly the expanding of the area of newly-built airport stations, many passengers cannot know the boarding information of flights through a traditional flight display system due to various reasons when waiting, and further cannot arrive at a boarding gate on time; or because some factors cause delay of the airplane, the time of reeveleaving is not timely notified to passengers, and partial passengers are caused to misdrive.
When the passengers delay to have the delay, the personnel at the boarding gate cannot accurately know the current position of the passengers, and can only broadcast and search the passengers at the boarding gate area, and the passengers can not hear the broadcast content due to noisy airport terminal population, so that the passengers can have the wrong event. Therefore, how to improve the experience of the passenger and reduce the number of mistakes of the passenger becomes a problem to be solved.
The application provides a solution, aims at determining fixed-point playing equipment through the action track of the passenger and a preset scoring rule, and realizing fixed-point playing to promote boarding information so as to reduce the probability of false boarding of the passenger and further improve the service experience of the passenger.
For the explanation of the scheme of the present application, fig. 1 is a schematic diagram of the application of the fixed-point boarding method based on face recognition of the present application. Referring to fig. 2, a flow chart of an embodiment of a fixed-point boarding-accelerating method based on face recognition is shown.
The fixed-point boarding facilitating method based on face recognition can be executed by a computing device with a computing function, and the computing device can be a desktop computer, a notebook computer or a mobile phone. When the passenger needs to be subjected to position inquiry and positioning, the fixed-point boarding prompting method based on face recognition needs to call the security monitoring system 110 of the airport to provide the passenger position data. When a passenger needs to be checked in, the fixed-point check-in method based on face recognition needs to send the check-in information to a fixed-point playing device in the cable television system 120 for fixed-point playing.
Specifically, the fixed-point boarding prompting method based on face recognition comprises steps S210 to S250, and specifically comprises the following steps:
s210, obtaining a face photo of the passenger to be promoted.
In this embodiment, the face photos of the passengers to be prompted are already entered into the database when entering the security check. The face photos stored in the database do not need to be displayed externally, if the face photos need to be displayed, passengers are informed in advance, and the face photos are used later under the condition that the passengers agree, for example, the face photos are displayed on the display device when the passengers are prompted to boarding the aircraft.
S220, determining the action track of the passenger to be promoted based on the face photo of the passenger to be promoted.
S230, based on the action track of the passengers to be prompted, determining a plurality of display devices of the airport as devices to be played.
In a specific embodiment, the steps S220 and S230 specifically include: acquiring a first movement track of the passenger to be promoted based on the face photo of the passenger to be promoted and position data provided by a security monitoring system of an airport; determining first final position information of the passenger to be promoted based on the first movement track; and determining a plurality of devices to be played based on the first final position information of the passengers to be prompted and the preset range value.
It can be understood that the security monitoring system of the airport transmits video signals in a closed loop by using optical fibers, coaxial cables or microwaves, and forms an independent and complete system from camera shooting to image display and recording, so that the monitored object can be reflected in real time, vividly and truly. In this example embodiment, the location data of the passenger is acquired using a security monitoring system.
The device to be played is a plurality of display devices in a cable television system of an airport, for example: large screens, advertising screens, etc.
By combining the above embodiments, the face photo of the passenger to be promoted is obtained, face recognition is performed on the face photo of the passenger to be promoted, the monitoring of the security monitoring system is called according to the result of the face recognition, the current action track of the passenger to be promoted is tracked, and the current action track is determined as the first action track. And then determining the end point of the first movement track, namely the current position of the passenger to be prompted as first final position information. And finally, determining a playing area by taking the first final position information as a circle center and a preset range value as a radius, and determining all display devices in the playing area as devices to be played. The preset range value is not limited, and can be set according to practical application.
It should be noted that, the security monitoring system is used to obtain the position data of the passengers to be prompted, and a plurality of determined action tracks of the passengers to be prompted may exist, and the action tracks of the plurality of action tracks are displayed in an electronic map mode and marked with different colors according to time sequence. In one possible embodiment, only action tracks within one hour or half an hour before boarding are selected.
In addition, in the above specific embodiment, the current location of the passenger to be prompted can be queried by using the monitoring of the security monitoring system, that is, the passenger to be prompted can be tracked in real time by using the monitoring of the security monitoring system. However, in practical application, a monitoring blind area exists in the monitoring of the security monitoring system, such as a bathroom and the like, so that the passengers to be prompted cannot be monitored in real time, and the action track of the passengers to be prompted needs to be determined by calling the video of the security monitoring system. The following description will not be given of the case where the passengers to be prompted are monitored in real time.
In another embodiment, the steps S220 and S230 specifically include: based on the face photo of the passenger to be promoted, calling the video of the passenger to be promoted provided by the security monitoring system; determining second final position information of the passenger to be prompted based on the video of the passenger to be prompted; predicting a second action track of the passenger to be prompted based on the second final position information of the passenger to be prompted; and determining a plurality of display devices of the airport as devices to be played based on the predicted second action tracks of the passengers to be prompted.
In combination with the above embodiment, it may be understood that a face photo of a passenger to be promoted is obtained, face recognition is performed on the face photo of the passenger to be promoted, monitoring of the security monitoring system is invoked according to the result of the face recognition, information of the passenger to be promoted is not found in the monitoring of the security monitoring system, video of the security monitoring system is invoked at this time, second final position information of the passenger to be promoted is searched in the video of the security monitoring system, a second action track of the passenger to be promoted is predicted according to the second final position information, and then all display devices through which the second action track of the passenger to be promoted passes are determined as the to-be-played devices.
Further, the predicting a second action track of the passenger to be prompted based on the second last location information of the passenger to be prompted specifically includes: determining a plurality of position points between the second final position information and the boarding gate, wherein the flow of people between the second final position information and the boarding gate is greater than a preset threshold value, based on the second final position information of the passengers to be promoted; and connecting the plurality of position points into a common path, and determining the common path as a second action track.
With reference to the above embodiment, it can be understood that after the second last position information of the passenger to be prompted is searched in the video of the security monitoring system, determining a position point between the second last position information and the boarding gate, where the flow of people is greater than a preset threshold, where the position point includes a toilet, a food area, a rest area, and the like; and finally, determining all display devices in the area where the second action track passes as devices to be played.
Further, the predicting the second action track of the passenger to be prompted based on the second last position information of the passenger to be prompted specifically further includes: and determining the shortest path between the second final position information and the boarding gate based on the second final position information of the passenger to be promoted, and determining the shortest path as a second action track.
In combination with the above embodiment, it may be understood that after the second last position information of the passenger to be prompted is found in the video of the security monitoring system, the shortest path between the second last position information and the boarding gate is calculated, then the shortest path is determined as the second action track, and finally all the display devices in the area where the second action track passes are determined as the devices to be played.
It should be noted that, in the above embodiment, by calling the video of the anti-monitoring system, the action track of the passenger to be prompted is queried in the video of the anti-monitoring system, so that a channel for acquiring the action track of the passenger is increased, and the passenger is more accurately reminded of boarding; and can be comparatively reasonable prevent monitored control system's blind area, more reasonable use several display device.
S240, scoring the plurality of devices to be played based on a preset scoring rule.
In a specific embodiment, in combination with the above embodiment, the score of the at least one pointing device is gradually decreased or increased along the first action track or the second action track based on a preset scoring rule. In other words, the preset scoring rule is that the score of the at least one fixed-point playing device gradually decreases or increases along the first motion trajectory; or the preset scoring rule is that the score of at least one fixed-point playing device gradually decreases or increases along the shortest path; or the preset scoring rule is that the score of at least one fixed point playing device gradually decreases or increases along the common path.
In a specific embodiment, the preset scoring rule is that the score of the fixed point playing device in a preset range from the preset position point is larger than the score of the fixed point playing device in other areas based on the first action track or the second action track. The preset position points comprise inlets or outlets of areas such as a bathroom, a food area, a rest area and the like; the preset range is not limited, and is set according to practical application.
In other words, the preset scoring rule is based on the first movement track, the shortest path or the common path, and the score of the fixed point playing device positioned at the entrance or the exit of the area such as the toilet, the food area, the rest area and the like and within the preset range is larger than the score of the fixed point playing device of the other area.
In a specific embodiment, the preset scoring rule is that the score of the fixed point playing device in the preset area is larger than the score of the fixed point playing device in the other areas based on the first last position information or the second last position information. The preset area is an area with the first final position information or the second final position information as a starting point and a preset radius value for drawing a circle. The preset radius is not limited and is set according to practical application.
In other words, the preset scoring rule is that the score of the fixed point playing device in the area with the first last position information or the second last position information as the starting point and the preset radius value drawing a circle is larger than that of the fixed point playing device in other areas.
S250, determining at least one of the plurality of devices to be played as a fixed-point playing device based on the scoring result, wherein the fixed-point playing device is used for playing the promotion information of the passengers to be promoted at fixed points.
In an example embodiment, the promotional information includes a promotional boarding reminder, a name of the passenger to be promoted, a photograph of the passenger to be promoted, and the like. Wherein prompting a boarding reminder, for example: taking XXXX flights, the passengers going to pay attention to the fact that the passengers do not have the boarding process yet, please check out to the lobby counter for the business, and thank for the business.
If the name of the passenger to be promoted is displayed in the fixed-point playing device, the surname, the middle word of the name or the last word of the passenger to be promoted can be selected to be hidden. If the face photo of the passenger to be promoted is displayed in the fixed-point playing device, the passenger needs to be informed in the ticket purchasing stage so as to obtain the authorization of the passenger.
In a specific embodiment, based on the scoring result, determining that at least one of the plurality of devices to be played is a fixed-point playing device specifically includes: and determining at least one device to be played with the scoring score higher than the preset score value as the fixed-point playing device.
It is understood that the preset score value is a threshold set based on a percentile or a tenth, and the threshold can be adjusted according to actual requirements. In this example embodiment, the preset score value is a threshold set based on a ten-system, and may be set to 5 points, and in other embodiments, the preset score value may be a percentage or other score value.
After each device to be played is scored by using a preset scoring rule, if the score obtained by the device to be played is greater than 5 scores, determining that the device to be played is a fixed-point playing device; if the score is less than 5, discarding the device to be played.
It should be noted that, in this example embodiment, the to-be-played device is selected from all display devices of the airport, and the fixed-point playing device is further selected from the to-be-played devices, so as to further screen the display devices, reasonably utilize the display devices of the airport, and further realize fixed-point reminding of the passengers to be prompted to board.
In the embodiment of the above description shown in fig. 2, the action track of the passenger to be promoted is determined by performing face recognition on the face photo of the passenger to be promoted, a plurality of devices to be played are determined according to the action track of the passenger to be promoted, and then the plurality of devices to be played are scored, and at least one device is determined to be a fixed-point playing device; the region where the passenger to be prompted is currently located can be covered more accurately through the at least one fixed-point playing device, visual information strong prompt can be carried out on the passenger, passenger taking information can be timely informed, and probability of passenger mistaking is reduced; and can reduce the wrong machine complaint of passenger, promote passenger's service experience sense.
Referring to fig. 3, a flow chart of another embodiment of the fixed-point boarding-accelerating method based on face recognition is shown.
In comparison with the above embodiment, in the embodiment of the present application, S310 is further included after the above embodiment S250.
Specifically, S310, based on a preset playing rule, the frequency of playing the promotion information of the passenger to be promoted by the fixed-point playing device is set.
In a specific embodiment, the preset playing rule is that along a path taking a boarding gate as a starting point and taking a first final position or a second final position of a passenger to be promoted as an end point, the playing frequency of the plurality of fixed-point playing devices is gradually reduced or increased; or the playing frequency of a plurality of fixed-point playing devices gradually decreases along the middle section area of the path towards the starting point and the ending point.
In a specific embodiment, the preset playing rule is that the playing frequency of the fixed point playing device along the first action track or the second action track is higher than that of other fixed point playing devices in areas such as a toilet, a food area and a rest area.
In a specific embodiment, the preset playing rule is along the first action track or the second action track, and the playing frequency of the fixed point playing device close to the area with high people flow is greater than that of other fixed point playing devices.
Compared with the embodiment, the setting of the play frequency of the fixed point play device is increased, so that the fixed point play device can more finely remind passengers to be promoted to check in, the utilization rate of display devices of airports is improved, the probability of passenger misuse is further reduced, and the service experience of passengers is improved.
In the embodiment, the method can be matched with TTS broadcasting to carry out omnibearing strong reminding, so that probability of passenger mismachine is further reduced. In practical application, the method related to the embodiment can be used for searching people in a station area by matching with TTS broadcasting.
In addition, in the present embodiment, a passenger who has not been examined is not within the monitoring range of the method according to the embodiment. And all data involved in the embodiments of the present application, must be available after obtaining user authorization; and all data referred to in the embodiments of the present application are used only to prompt passengers to board the aircraft and not for other routes.
The following are device embodiments of the present specification that may be used to perform method embodiments of the present specification. For details not disclosed in the device embodiments of the present specification, please refer to the method embodiments of the present specification.
Referring to fig. 4, a functional module diagram of an embodiment of a fixed-point boarding facilitating device based on face recognition in the present application is shown.
In the embodiment of the present disclosure, a fixed-point boarding facilitating device based on face recognition is connected to a security monitoring system and a cable television system, and the fixed-point boarding facilitating device 400 based on face recognition includes:
an acquisition module 410, configured to acquire a face photo of a passenger to be prompted;
a first determining module 420, configured to determine a movement track of the passenger to be prompted based on the face photo of the passenger to be prompted;
a second determining module 430, configured to determine, based on the action tracks of the passengers to be prompted, that a plurality of display devices at the airport are devices to be played;
a scoring module 440, configured to score the plurality of devices to be played based on a preset scoring rule;
and a third determining module 450, configured to determine, based on the scoring result, that at least one of the plurality of devices to be played is a fixed-point playing device, where the fixed-point playing device is configured to play the promotion information of the passenger to be promoted at a fixed point.
In an optional embodiment, the first determining module 420 is further configured to obtain a first movement track of the passenger to be prompted based on the face photo of the passenger to be prompted and position data provided by a security monitoring system of the airport; the second determining module 430 is further configured to determine first final location information of the passenger to be prompted based on the first movement track; and determining a plurality of devices to be played based on the first final position information of the passengers to be prompted and the preset range value.
In an optional embodiment, the first determining module 420 is further configured to invoke video recording of the passenger to be prompted provided by the security monitoring system based on a face photo of the passenger to be prompted; determining second final position information of the passenger to be prompted based on the video of the passenger to be prompted; predicting a second action track of the passenger to be prompted based on the second final position information of the passenger to be prompted; the second determining module 430 is further configured to determine, based on the predicted second action tracks of the passengers to be prompted, that a plurality of display devices of the airport are devices to be played.
In an optional embodiment, the first determining module 420 is further configured to determine, based on second last location information of the passenger to be prompted, location points between the second last location information and the gate, where the traffic volume is greater than a preset threshold, where the location points are provided with a plurality of location points; connecting the plurality of position points into a common path, and determining the common path as a second action track; or, based on the second last position information of the passenger to be promoted, determining the shortest path between the second last position information and the boarding gate, and determining the shortest path as the second action track.
In an alternative embodiment, the third determining module 450 is further configured to determine at least one device to be played with a score higher than a preset score value as the fixed-point playing device.
In an optional embodiment, the above-mentioned fixed-point boarding facilitating device 400 based on face recognition is further configured to set, based on a preset playing rule, a frequency of playing the prompting information of the passenger to be prompted by the fixed-point playing device.
In an alternative embodiment, the fixed-point boarding facilitating device 400 based on face recognition further includes: flight management, passenger management, display management, material management, and system management. The system management is used for managing the configuration of the display area of the boarding device and the position of the camera to be promoted;
the flight management function is to verify the correctness of the to-be-boarding flight, and after the verification is successful, the detailed information and boarding data statistics of the boarding flight are displayed, and the method specifically comprises the following steps: and inputting the flight number to be ensured, and displaying the flight information and the passenger information of the flight after confirmation. The flight information is automatically displayed according to the selected flight, and the content comprises a main flight number, a flight date, a flight status, a planned departure time, an estimated departure time, a machine number, a machine type, an air section, a shared flight number and a current time (year/month/day, week, time division). Displaying boarding data statistics and refreshing in real time, wherein the content comprises the number of boarding persons/flight total boarding persons, the number of infants boarding persons/flight total infants, and the number of children boarding persons/flight total children;
The passenger management function is to display the information of boarding passengers in a list and inquire the detailed information, and the method specifically comprises the following steps: and displaying all passenger information of the flight, and dividing the information into two modules, namely boarding and non-boarding. The passenger information comprises serial number, name, sex, check-in time, security check channel, security check time, boarding number, seat number and cabin, the checked-in passenger can not operate, and the check-in passenger can perform multi-selection and operation. After a certain passenger is selected, the passenger detailed information can be checked, including passenger name, sex, ethnicity, boarding number, seat number, certificate type, certificate number, departure place, destination, check-in counter, check-in time, security channel, security time, cabin, and passenger face photo. Displaying a certain passenger action track and final position information in an electronic map mode, and marking by using different colors according to time sequence, wherein each position point information comprises a passenger photo, time and a region position;
the function of display management is to carry out boarding prompt on the passenger which is not boarding through the circulation play of the fixed-point play equipment, and the fixed-point play equipment covers the area where the passenger track is located. The method specifically comprises the following steps: after a single fixed-point playing device or a plurality of fixed-point playing devices are selected, the material throwing and inserting time is further selected. Wherein, through the operation of the multi-selection point playing device, boarding promotion is carried out on a plurality of passengers. When the last positions of a part of the multiple people are in the same area, combining the part of the multiple people into a piece of display content to play reminding on the selected fixed-point playing equipment;
The function of material management is to manage editing and changing of the delivered content. The method specifically comprises the following steps: managing the materials needed by inserting and throwing on the fixed-point playing equipment, such as background, speaking and other information;
the system management functions are to manage the functions of users, login/logout operations, password modification, display device area and camera position configuration, etc. The method specifically comprises the following steps: after the correct login name and password are input, normal login can be performed, one-key exit can be performed, and the function of static time limit is not provided. The user center page views the current login user information. The system management can realize the corresponding relation between the positions of the cameras and the fixed-point playing equipment, and a plurality of cameras can correspond to one internal display equipment area.
It should be noted that, the business flow in this embodiment is: after the boarding of the flight begins, the staff logs in the system management, inputs the number of the boarding flight to verify the flight, and enters a boarding state of the passenger after success, so that the basic information and detailed information of the passenger can be checked. When the position inquiry and the positioning are required to be carried out on the passengers, the fixed-point prompting boarding device 400 based on face recognition invokes the position data of the passengers to be prompted in the security monitoring system of the airport; when a passenger to be promoted is boarding, the fixed-point boarding promoting device 400 based on face recognition sends information to fixed-point playing equipment in the cable television system for fixed-point playing.
It should be noted that, when the fixed-point boarding facilitating device based on face recognition provided in the above embodiment performs the fixed-point boarding facilitating method based on face recognition, only the division of the above functional modules is used for illustration, in practical application, the above functional allocation may be completed by different functional modules according to needs, that is, the internal structure of the device is divided into different functional modules, so as to complete all or part of the functions described above. In addition, the fixed-point boarding facilitating device based on face recognition provided by the embodiment is the same conception as the fixed-point boarding facilitating method based on face recognition. For details not disclosed in the embodiments of the apparatus of the present disclosure, please refer to the embodiment of the face recognition-based fixed-point boarding method described in the present disclosure, which is not described herein.
The foregoing embodiment numbers of the present specification are merely for description, and do not represent advantages or disadvantages of the embodiments.
Having described the method and apparatus of the exemplary embodiments of the present application, reference will now be made to fig. 5 for a description of a computer-readable storage medium of the exemplary embodiments of the present application, and reference will be made to fig. 5 for a description of a computer-readable storage medium, an optical disc 50, having a computer program (i.e., a program product) stored thereon, which, when executed by a processor, performs the steps described in the above-described method embodiments, for example, obtaining a photograph of a person's face to be prompted by the person; determining the action track of the passenger to be promoted based on the face photo of the passenger to be promoted; determining a plurality of display devices of an airport as devices to be played based on the action tracks of passengers to be prompted; scoring a plurality of devices to be played based on a preset scoring rule; and determining at least one of the plurality of devices to be played as a fixed-point playing device based on the scoring result, wherein the fixed-point playing device is used for playing the promotion information of the passengers to be promoted at fixed points.
It should be noted that examples of the computer readable storage medium may also include, but are not limited to, a phase change memory (PRAM), a Static Random Access Memory (SRAM), a Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), a Read Only Memory (ROM), an Electrically Erasable Programmable Read Only Memory (EEPROM), a flash memory, or other optical or magnetic storage medium, which will not be described in detail herein.
Having described the methods, apparatus, and media of exemplary embodiments of the present application, next, a computing device for model processing of exemplary embodiments of the present application is described with reference to fig. 6.
Fig. 6 illustrates a block diagram of an exemplary computing device 60 suitable for use in implementing embodiments of the present application, the computing device 60 may be a computer system or a server. The computing device 60 shown in fig. 6 is merely an example and should not be taken as limiting the functionality and scope of use of embodiments of the present application.
As shown in fig. 6, components of computing device 60 may include, but are not limited to: one or more processors or processing units 601, a system memory 602, and a bus 603 that connects the different system components (including the system memory 602 and the processing units 601).
Computing device 60 typically includes a variety of computer system readable media. Such media can be any available media that is accessible by computing device 60 and includes both volatile and nonvolatile media, removable and non-removable media.
The system memory 602 may include computer system readable media in the form of volatile memory such as Random Access Memory (RAM) 6021 and/or cache memory 6022. Computing device 60 may further include other removable/non-removable, volatile/nonvolatile computer system storage media. By way of example only, ROM6023 may be used to read from or write to non-removable, nonvolatile magnetic media (not shown in FIG. 6 and commonly referred to as a "hard disk drive"). Although not shown in fig. 6, a magnetic disk drive for reading from and writing to a removable non-volatile magnetic disk (e.g., a "floppy disk"), and an optical disk drive for reading from or writing to a removable non-volatile optical disk (e.g., a CD-ROM, DVD-ROM, or other optical media), may be provided. In such cases, each drive may be coupled to bus 603 through one or more data medium interfaces. The system memory 602 may include at least one program product having a set (e.g., at least one) of program modules configured to carry out the functions of the embodiments of the present application.
A program/utility 6025 having a set (at least one) of program modules 6024 may be stored, for example, in system memory 602, and such program modules 6024 include, but are not limited to: an operating system, one or more application programs, other program modules, and program data, each or some combination of which may include an implementation of a network environment. Program modules 6024 generally perform the functions and/or methods in the embodiments described herein.
Computing device 60 may also communicate with one or more external devices 604 (e.g., keyboard, pointing device, display, etc.). Such communication may occur through an input/output (I/O) interface 605. Moreover, computing device 60 may also communicate with one or more networks such as a Local Area Network (LAN), a Wide Area Network (WAN), and/or a public network, such as the Internet, through network adapter 606. As shown in fig. 6, the network adapter 606 communicates with other modules of the computing device 60 (e.g., processing unit 601, etc.) over bus 603. It should be appreciated that although not shown in fig. 6, other hardware and/or software modules may be used in connection with computing device 60.
The processing unit 601 executes various functional applications and data processing by running a program stored in the system memory 602, for example, acquiring a face photograph of a passenger to be prompted; determining the action track of the passenger to be promoted based on the face photo of the passenger to be promoted; determining a plurality of display devices of an airport as devices to be played based on the action tracks of passengers to be prompted; scoring a plurality of devices to be played based on a preset scoring rule; and determining at least one of the plurality of devices to be played as a fixed-point playing device based on the scoring result, wherein the fixed-point playing device is used for playing the promotion information of the passengers to be promoted at fixed points. It should be noted that although in the above detailed description a number of units/modules or sub-units/sub-modules of a face recognition based fixed point-induced boarding apparatus are mentioned, this division is merely exemplary and not mandatory. Indeed, the features and functionality of two or more units/modules described above may be embodied in one unit/module according to embodiments of the present application. Conversely, the features and functions of one unit/module described above may be further divided into ones that are embodied by a plurality of units/modules.
In the description of the present application, it should be noted that the terms "first," "second," and "third" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance.
It will be clear to those skilled in the art that, for convenience and brevity of description, specific working procedures of the above-described systems, apparatuses and units may refer to corresponding procedures in the foregoing method embodiments, and are not repeated herein.
In the several embodiments provided in this application, it should be understood that the disclosed systems, devices, and methods may be implemented in other manners. The above-described apparatus embodiments are merely illustrative, for example, the division of units is merely a logical function division, and there may be other manners of division in actual implementation, and for example, multiple units or components may be combined or integrated into another system, or some features may be omitted, or not performed. Alternatively, the coupling or direct coupling or communication connection shown or discussed with each other may be through some communication interface, device or unit indirect coupling or communication connection, which may be in electrical, mechanical or other form.
The units described as separate units may or may not be physically separate, and units shown as units may or may not be physical units, may be located in one place, or may be distributed over a plurality of network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of this embodiment.
In addition, each functional unit in each embodiment of the present application may be integrated in one processing unit, or each unit may exist alone physically, or two or more units may be integrated in one unit.
The functions, if implemented in the form of software functional units and sold or used as a stand-alone product, may be stored in a non-volatile computer readable storage medium executable by a processor. Based on such understanding, the technical solution of the present application may be embodied essentially or in a part contributing to the prior art or in a part of the technical solution, in the form of a software product stored in a storage medium, including several instructions for causing a computer device (which may be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the methods of the embodiments of the present application. And the aforementioned storage medium includes: a U-disk, a removable hard disk, a Read-Only Memory (ROM), a random access Memory (RAM, random Access Memory), a magnetic disk, or an optical disk, or other various media capable of storing program codes.
Finally, it should be noted that: the foregoing examples are merely illustrative of specific embodiments of the present application, and are not intended to limit the scope of the present application, although the present application is described in detail with reference to the foregoing examples, it will be understood by those skilled in the art that: any person skilled in the art may modify or easily conceive of the technical solution described in the foregoing embodiments, or make equivalent substitutions for some of the technical features within the technical scope of the disclosure of the present application; such modifications, changes or substitutions do not depart from the spirit and scope of the technical solutions of the embodiments of the present application, and are intended to be included in the scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.
Furthermore, although the operations of the methods of the present application are depicted in the drawings in a particular order, this is not required to or suggested that these operations must be performed in this particular order or that all of the illustrated operations must be performed in order to achieve desirable results. Additionally or alternatively, certain steps may be omitted, multiple steps combined into one step to perform, and/or one step decomposed into multiple steps to perform.
Claims (8)
1. The fixed-point boarding accelerating method based on the face recognition is characterized by comprising the following steps of:
acquiring a face photo of a passenger to be promoted;
determining the action track of the passenger to be promoted based on the face photo of the passenger to be promoted;
determining a plurality of display devices of an airport as devices to be played based on the action tracks of the passengers to be prompted;
scoring a plurality of devices to be played based on a preset scoring rule;
determining at least one of a plurality of devices to be played as a fixed-point playing device based on the scoring result, wherein the fixed-point playing device is used for playing the promotion information of the passengers to be promoted at fixed points;
the determining the action track of the passenger to be promoted based on the face photo of the passenger to be promoted comprises the following steps:
under the condition that the passengers to be promoted cannot be monitored in real time, calling the video of the passengers to be promoted, which is provided by a security monitoring system, based on the face photos of the passengers to be promoted;
determining second final position information of the passenger to be promoted based on the video of the passenger to be promoted;
determining a position point between the second final position information and a boarding gate, wherein the flow of people between the second final position information and the boarding gate is greater than a preset threshold value, based on the second final position information of the passenger to be promoted;
Connecting a plurality of the position points into a common path, and determining the common path as a second action track; or,
determining a shortest path between the second final position information and a boarding gate based on the second final position information of the passenger to be promoted, and determining the shortest path as a second action track;
the determining that a plurality of display devices at the airport are to-be-played devices based on the action track of the passenger to be prompted comprises:
and determining a plurality of display devices of the airport as devices to be played based on the predicted second action track of the passengers to be prompted.
2. The method of claim 1, wherein the determining the trajectory of action of the passenger to be prompted based on the face photograph of the passenger to be prompted comprises:
acquiring a first movement track of the passenger to be promoted based on the face photo of the passenger to be promoted and position data provided by a security monitoring system of an airport;
the determining that a plurality of display devices at the airport are to-be-played devices based on the action track of the passenger to be prompted comprises:
determining first final position information of the passenger to be promoted based on the first movement track;
And determining a plurality of devices to be played based on the first final position information of the passengers to be promoted and a preset range value.
3. The method of claim 2, wherein the preset scoring rule is a gradual decrease or increase in the score of at least one of the pointing device along the first action trajectory or the second action trajectory; or,
the preset scoring rule is that the score of the fixed point playing device in a preset range from a preset position point is larger than the score of the fixed point playing device in other areas based on the first action track or the second action track; or,
the preset scoring rule is that the score of the fixed point playing device in a preset area is larger than the score of the fixed point playing device in other areas based on first final position information or second final position information, wherein the first final position information is determined based on the first moving track, and the second final position information is determined based on the video of the passenger to be promoted.
4. The method of claim 1, wherein the determining that at least one of the plurality of devices to be played is a fixed point playing device based on the scoring result comprises:
And determining at least one device to be played with the scoring score higher than a preset scoring value as the fixed-point playing device.
5. The method of claim 4, wherein after determining that at least one of the plurality of devices to be played is a fixed point playing device based on the scoring result, the method further comprises:
and setting the frequency of playing the promotion information of the passengers to be promoted by the fixed-point playing equipment based on a preset playing rule.
6. The fixed-point boarding facilitating device based on the face recognition is characterized by comprising:
the acquisition module is used for acquiring the face photo of the passenger to be promoted;
the first determining module is used for determining the action track of the passenger to be promoted based on the face photo of the passenger to be promoted;
the second determining module is used for determining a plurality of display devices of the airport as devices to be played based on the action tracks of the passengers to be prompted;
the scoring module is used for scoring a plurality of devices to be played based on a preset scoring rule;
the third determining module is used for determining at least one of the plurality of devices to be played as a fixed-point playing device based on the scoring result, wherein the fixed-point playing device is used for playing the promotion information of the passengers to be promoted at fixed points;
The first determining module is further used for calling the video of the passenger to be promoted, provided by the security monitoring system, based on the face photo of the passenger to be promoted under the condition that the passenger to be promoted cannot be monitored in real time; determining second final position information of the passenger to be promoted based on the video of the passenger to be promoted; determining a position point between the second final position information and a boarding gate, wherein the flow of people between the second final position information and the boarding gate is greater than a preset threshold value, based on the second final position information of the passenger to be promoted; connecting a plurality of the position points into a common path, and determining the common path as a second action track; or, determining a shortest path between the second final position information and a boarding gate based on the second final position information of the passenger to be promoted, and determining the shortest path as a second action track;
the second determining module is further configured to determine, based on the predicted second action tracks of the passengers to be prompted, that a plurality of display devices of the airport are devices to be played.
7. A computer readable storage medium comprising instructions which, when run on a computer, cause the computer to perform the face recognition based fixed point boarding method of any one of claims 1 to 5.
8. A computing device, the computing device comprising:
at least one processor, memory, and input output unit;
wherein the memory is used for storing a computer program, and the processor is used for calling the computer program stored in the memory to execute the face recognition-based fixed-point boarding prompting method according to any one of claims 1 to 5.
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