CN111626521A - Tour route generation method and device - Google Patents
Tour route generation method and device Download PDFInfo
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- CN111626521A CN111626521A CN202010490998.3A CN202010490998A CN111626521A CN 111626521 A CN111626521 A CN 111626521A CN 202010490998 A CN202010490998 A CN 202010490998A CN 111626521 A CN111626521 A CN 111626521A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
- G06Q10/047—Optimisation of routes or paths, e.g. travelling salesman problem
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/14—Travel agencies
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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
- G06V40/168—Feature extraction; Face representation
Abstract
The disclosure provides a tour route generation method and device, wherein the method comprises the following steps: acquiring a face image of a target user; determining the face attribute characteristics of the target user under at least one characteristic dimension by carrying out characteristic extraction on the face image; and determining a target tour route matched with the target user and aiming at a target attraction according to the human face attribute characteristics of the target user in at least one characteristic dimension. According to the embodiment of the invention, the face image of the user is acquired through the acquisition equipment, the face attribute characteristics of the face image of the user are extracted, and the appropriate tour route is planned for the user according to the face attribute characteristics of the user, so that the user can quickly tour to an appropriate project on one hand, and the time for planning the tour route by the user is saved on the other hand.
Description
Technical Field
The present disclosure relates to the field of computer technologies, and in particular, to a method and an apparatus for generating a tour route.
Background
At present, in the process of visiting scenic spots or a museum, a user may have the possibility that all scenic spots cannot be played in a limited time due to the fact that the scenic spots, the museum or the exhibition hall are too large, and therefore the user can customize a tour route suitable for the user, and the user can quickly find a place suitable for the user to play and visit the scenic spots.
Disclosure of Invention
The embodiment of the disclosure at least provides a tour route generation method and device.
In a first aspect, the disclosed embodiments provide a tour route generation method, where the method includes:
acquiring a face image of a target user;
determining the face attribute characteristics of the target user under at least one characteristic dimension by carrying out characteristic extraction on the face image;
and determining a target tour route matched with the target user and aiming at a target attraction according to the human face attribute characteristics of the target user in at least one characteristic dimension.
According to the method, the face image of the user is obtained, the face attribute characteristics of the face image of the user are extracted, and the appropriate tour route is planned for the user according to the face attribute characteristics of the user, so that the user can quickly tour to an appropriate project on one hand, and the time for planning the tour route by the user is saved on the other hand.
In one possible embodiment, determining a target tour route for a target attraction matching the target user according to the facial attribute features of the target user in at least one feature dimension includes:
and determining the target tour route matched with the face attribute feature according to the face attribute feature and the pre-stored matching feature information under at least one feature dimension corresponding to each tour route.
In one possible embodiment, the at least one characteristic dimension includes at least one of: age, vitality value, face value, gender, height, weight, number of co-playing users, and relationship with the playing users.
In one possible embodiment, determining a target tour route for a target attraction matching the target user according to the facial attribute features of the target user in at least one feature dimension includes:
and determining a target tour route matched with the target user and aiming at the target amusement place according to the facial attribute characteristics of the target user in at least one characteristic dimension and the historical tour record corresponding to the target user.
In one possible embodiment, after determining the target tour route for the target attraction matching the target user, the method further comprises:
and displaying the target tour route, and generating an identification code corresponding to the target tour route so that the target user can scan the identification code through terminal equipment to obtain the target tour route.
Here, the user may browse the target tour route on the terminal device by scanning the identification code corresponding to the target tour route, and may store the target tour route on the terminal device so that the user can view the target tour route at any time during the tour process.
In one possible embodiment, determining a target tour route for a target attraction matching the target user according to the facial attribute features of the target user in at least one feature dimension includes:
determining the tourist item information matched with the target user according to the human face attribute characteristics and the tourist item information in the target amusement place;
and generating a target tour route for a target attraction matched with the face attribute information based on the determined tour item information matched with the target user.
In one possible embodiment, generating a target tour route for a target attraction matching the facial attribute information based on the determined tour item information matching the target user includes:
selecting at least one target tour from the plurality of tours based on the determined tour location information of the plurality of tours matched with the target user, and generating the target tour route passing through the selected at least one target tour.
By the method, a tour route which is suitable for the tour of the user and has lower path cost can be generated according to the tour position information of the tour item, so that the tour time of the user is saved.
In one possible embodiment, determining the attraction information matching the target user according to the face attribute information and the respective attraction information in the target attraction comprises:
and determining the tour item information matched with the target user according to the face attribute information and the adaptive user attribute information corresponding to each tour item in the target recreation place.
In an alternative embodiment, the adapted user attribute information corresponding to each tour item is determined according to the following manner:
acquiring historical user tour statistics information corresponding to the tour item, and determining adaptive user attribute information corresponding to the tour item according to the historical user tour statistics information; and/or the presence of a gas in the gas,
and acquiring the adaptive user attribute information indicated in the tour guide file corresponding to the tour item.
In a second aspect, an embodiment of the present disclosure provides an apparatus for tour route generation, the apparatus including:
the acquisition module is used for acquiring a face image of a target user;
the face attribute feature determination module is used for determining the face attribute features of the target user under at least one feature dimension by extracting the features of the face image;
and the target tour route determining module is used for determining a target tour route which is matched with the target user and aims at the target amusement place according to the human face attribute characteristics of the target user in at least one characteristic dimension.
In a possible implementation manner, the target tour route determining module is specifically configured to determine the target tour route matched with the face attribute feature according to the face attribute feature and matching feature information in at least one feature dimension respectively corresponding to each pre-stored tour route.
In a possible implementation manner, the target tour route determination module is specifically configured to determine a target tour route for a target attraction, which is matched with the target user, according to the facial attribute features of the target user in at least one feature dimension and the historical tour record corresponding to the target user.
In a possible implementation manner, the apparatus further includes a display module, configured to display the target tour route and generate an identification code corresponding to the target tour route, so that the target user scans the identification code through a terminal device to obtain the target tour route.
In a possible implementation manner, the target tour route determining module is further specifically configured to determine tour item information matched with the target user according to the facial attribute feature and the tour item information in the target attraction;
and generating a target tour route for a target attraction matched with the face attribute information based on the determined tour item information matched with the target user.
In a possible embodiment, the target tour route determining module is further specifically configured to select at least one target tour from the plurality of tours based on the determined tour location information of the plurality of tours matched with the target user, and generate the target tour route passing through the selected at least one target tour.
In a possible implementation manner, the target tour route determining module is further specifically configured to determine tour item information matched with the target user according to the face attribute information and adapted user attribute information corresponding to each tour item in the target attraction.
In a possible implementation manner, the target tour route determining module is further specifically configured to obtain historical user tour statistics information corresponding to the tour item, and determine adapted user attribute information corresponding to the tour item according to the historical user tour statistics information; and/or the presence of a gas in the gas,
and acquiring the adaptive user attribute information indicated in the tour guide file corresponding to the tour item.
In a third aspect, an embodiment of the present disclosure provides an electronic device, including: a processor, a memory and a bus, the memory storing machine-readable instructions executable by the processor, the processor and the memory communicating over the bus when the electronic device is running, the machine-readable instructions when executed by the processor performing the steps of the method of tour route generation as described in the first aspect.
In a fourth aspect, the disclosed embodiments provide a computer-readable storage medium having stored thereon a computer program, which when executed by a processor, performs the steps of the method for tour route generation as described in the first aspect.
In order to make the aforementioned objects, features and advantages of the present disclosure more comprehensible, preferred embodiments accompanied with figures are described in detail below.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present disclosure, the drawings required for use in the embodiments will be briefly described below, and the drawings herein incorporated in and forming a part of the specification illustrate embodiments consistent with the present disclosure and, together with the description, serve to explain the technical solutions of the present disclosure. It is appreciated that the following drawings depict only certain embodiments of the disclosure and are therefore not to be considered limiting of its scope, for those skilled in the art will be able to derive additional related drawings therefrom without the benefit of the inventive faculty.
FIG. 1 illustrates a flow chart of a method of tour route generation provided by an embodiment of the present disclosure;
FIG. 2 is a schematic diagram illustrating an interface diagram for user face image acquisition provided by an embodiment of the present disclosure;
FIG. 3 illustrates a schematic diagram of a presentation interface diagram of a target tour route provided by an embodiment of the present disclosure;
FIG. 4 is a schematic diagram of an apparatus for tour route generation provided by an embodiment of the present disclosure;
fig. 5 shows a schematic diagram of an electronic device provided by an embodiment of the present disclosure.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present disclosure more clear, the technical solutions of the embodiments of the present disclosure will be described clearly and completely with reference to the drawings in the embodiments of the present disclosure, and it is obvious that the described embodiments are only a part of the embodiments of the present disclosure, not all of the embodiments. The components of the embodiments of the present disclosure, generally described and illustrated in the figures herein, can be arranged and designed in a wide variety of different configurations. Thus, the following detailed description of the embodiments of the present disclosure, presented in the figures, is not intended to limit the scope of the claimed disclosure, but is merely representative of selected embodiments of the disclosure. All other embodiments, which can be derived by a person skilled in the art from the embodiments of the disclosure without making creative efforts, shall fall within the protection scope of the disclosure.
The term "and/or" herein merely describes an associative relationship, meaning that three relationships may exist, e.g., a and/or B, may mean: a exists alone, A and B exist simultaneously, and B exists alone. In addition, the term "at least one" herein means any one of a plurality or any combination of at least two of a plurality, for example, including at least one of A, B, C, and may mean including any one or more elements selected from the group consisting of A, B and C.
Research shows that when a user visits a scenic spot or an exhibition hall, the user cannot play all scenic spots within a limited time when the scenic spot or the exhibition hall is too large, and the playing experience effect of the user is poor.
Based on this, the embodiment of the disclosure provides a method and a device for generating a tour route, which acquire a face image of a user through an acquisition device, extract face attribute features of the face image of the user, and plan a tour route matched with user attributes, such as gender, age and the like, for the user according to the face attribute features of the user, so that the user can quickly visit a suitable project on one hand, and the time for planning the tour route by the user is saved on the other hand.
The above-mentioned drawbacks are the results of the inventor after practical and careful study, and therefore, the discovery process of the above-mentioned problems and the solutions proposed by the present disclosure to the above-mentioned problems should be the contribution of the inventor in the process of the present disclosure.
It should be noted that: like reference numbers and letters refer to like items in the following figures, and thus, once an item is defined in one figure, it need not be further defined and explained in subsequent figures.
To facilitate understanding of the present embodiment, first, a method for generating a tour route disclosed in the embodiments of the present disclosure is described in detail, where an execution subject of the method for generating a tour route provided in the embodiments of the present disclosure is generally an electronic device with certain computing capability, and the electronic device includes, for example: a terminal device, which may be a User Equipment (UE), a mobile device, a User terminal, a Personal Digital Assistant (PDA), or other processing device. . In some possible implementations, the tour route generation method may be implemented by a processor calling computer readable instructions stored in a memory.
Example one
The following describes a method for generating a tour route according to the present disclosure, taking a pointing subject as an electronic device as an example. Referring to fig. 1, a flowchart of a method for generating a tour route provided in an embodiment of the present disclosure is shown, where the method includes S101 to S103, specifically:
and S101, acquiring a face image of the target user.
In specific implementation, an applet can be installed on a terminal device of a user, the user can use the terminal device of the user to shoot a face image, the shot face image is sent to a server through the installed applet, and a recommended tour route is obtained from the server.
In addition, large-screen electronic equipment can be arranged at an entrance of a target amusement place, a camera on the large-screen electronic equipment is used for acquiring a face image of a user, the large-screen electronic equipment is used for displaying the face image of the user, and after the tour route is analyzed and acquired, the recommended tour route is displayed on the large-screen electronic equipment. The large-screen electronic equipment can finish the face attribute recognition and route recommendation process by self, and can also send the acquired face image of the user to the server, and acquire and display the recommended tour route through the server. Here, when the target user is within the photographing range of the large-screen electronic apparatus, the large-screen electronic apparatus automatically searches for and photographs a face image of the target user.
Here, the obtained face image may have faces of one user or a plurality of users, and the number of faces may also be used as one of the following face attribute features for determining the number of users playing together.
S102, determining the face attribute characteristics of the target user under at least one characteristic dimension by extracting the characteristics of the face image.
Wherein, the characteristic dimension can comprise age, vitality value, face value, gender, height, weight, number of users playing together, relationship of users playing together, and the like; wherein, the activity value can indicate the current physical condition information of the user, and generally, the higher the activity value is, the better the physical condition of the user is proved; the color value is used for indicating the beautiful numerical value of the user, and the higher the color value is, the better the appearance of the user is proved; the relations with the playing users can comprise relations of lovers, relatives and the like. In specific implementation, a feature extraction network can be trained, and the face attribute features under different feature dimensions are extracted based on the feature extraction network.
Here, the face attribute feature of the target user in at least one feature dimension is determined, that is, the feature value of the target user in at least one feature dimension is determined, for example, an age value, a vitality value, a gender attribute value (using a numerical value to characterize gender, such as 1 for male, 2 for female) and the like of the user are determined.
S103, determining a target tour route matched with the target user and aiming at a target amusement place according to the human face attribute characteristics of the target user in at least one characteristic dimension.
Wherein, the target amusement place is a place where the user plays currently.
In a specific implementation, the target tour route matched with the face attribute feature is determined according to the determined face attribute feature of the target user and pre-stored matching feature information under at least one feature dimension corresponding to each tour route.
Here, the matching feature information in at least one feature dimension corresponding to each of the tour routes in the target attraction may be stored in advance, as shown in table one below. The following feature value ranges in each feature dimension are determined by feature extraction of a user sample adapted to the tour route. The "/" in the table indicates that there is no requirement for the eigenvalues of this kind of characteristic dimension.
Watch 1
Exemplarily, acquiring a face image of a user, specifically acquiring an interface image of the face of the user as shown in fig. 2, extracting feature information of the face image, and determining face attribute features corresponding to the various feature dimensions includes: age: age 18, vitality value: and 89, determining the route suitable for the user to play as a happy family tour A according to the matching characteristic information under at least one characteristic dimension corresponding to each tour route stored in advance.
Exemplarily, after obtaining a face image of a user and extracting feature information of the face image, determining face attribute features corresponding to the various feature dimensions includes: age: age 18, vitality value: and 90, determining the route suitable for the user to play as the historical culture theme game according to the pre-stored matching characteristic information under at least one characteristic dimension corresponding to each tour route.
Illustratively, after acquiring a face image of a user and extracting feature information of the face image, the acquisition device determines that the face attribute features corresponding to the various feature dimensions are age: age 21, vitality value: and 85, determining the route suitable for the user to play as the historical culture theme game according to the pre-stored matching characteristic information under at least one characteristic dimension corresponding to each tour route.
Illustratively, after a face image of a user is acquired and feature information of the face image is extracted, face attribute features corresponding to the various feature dimensions are determined as age: age 20, vitality value: 90. color value: and 70, determining the route suitable for the user to play as the post-peak meeting experience tour A according to the pre-stored matching feature information under at least one feature dimension corresponding to each tour route.
Exemplarily, after obtaining a face image of a user and extracting feature information of the face image, determining face attribute features corresponding to the various feature dimensions includes: age: age 20, vitality value: 90. color value: and 86, determining the route suitable for the user to play as the post-peak meeting experience tour B according to the pre-stored matching feature information under at least one feature dimension corresponding to each tour route.
Exemplarily, after obtaining a face image of a user and extracting feature information of the face image, determining face attribute features corresponding to the various feature dimensions includes: age: age 80, vitality value: 60. color value: and 70, determining the route suitable for the user to play as a red route subject tour according to the pre-stored matching characteristic information under at least one characteristic dimension corresponding to each tour route.
Illustratively, after a face image of a user is acquired and feature information of the face image is extracted, it is determined that the face attribute features corresponding to the various feature dimensions include age: age 30, vitality value: and 70, determining the route suitable for the user to play as a happy parent-child tour B according to the matching characteristic information under at least one characteristic dimension corresponding to each tour route stored in advance.
Further illustratively, when a pair of young couples or partners is playing in disney and the characteristic dimensions set by the system include age, vitality value, gender, color value, number of co-playing users, and co-playing user relationship, the young couples or partners are set with a route that matches their play in the following manner, which is described in detail as follows: acquiring a face image of the user, and extracting feature information of the face image, wherein the face attribute features under various feature dimensions are as follows: age: age 22, vitality value: 80. sex: female, face value: 80. the number of users playing together (the user relationship can be obtained by taking a picture in a mirror manner, such as obtaining face images comprising two faces of a man and a woman): 2-person, co-playing user relationship: the lovers (the user relationship can be extracted in a mode of putting the lovers in the mirror, for example, a face image including two faces of a man and a woman is obtained), and according to the matching feature information under at least one feature dimension corresponding to each prestored tour route, the routes suitable for the lovers to play comprise the play routes of young lovers: lovers' lines of play, such as Disney castle-digital paradise-Raymond Drift-Caribbean-Disney cruise festoons.
In an optional implementation manner, after the target tour route is determined for the target user, the target tour route can be displayed through the display device, the identification code corresponding to the target tour route is generated, the identification code is also displayed on the display screen, and the user can scan the identification code through the terminal device, link to the cloud storage location, and acquire the target tour route. A presentation interface diagram of a specific target tour route is shown in fig. 3.
In an optional implementation manner, after the acquisition device acquires the face image of the target user, the server performs feature extraction on the face image of the target user to determine the face attribute feature of the target user in at least one feature dimension, and determines whether the target user is a historical user according to the face attribute feature of the target user in the at least one feature dimension and the face attribute feature of the historical user pre-stored in the database; when the target user is determined to be the historical user, the target tour route which is matched with the target user and aims at the target amusement place is determined according to the historical tour statistical information of the user.
In the embodiment of the disclosure, a new tour route can be planned for a user who has played in a target recreation place in the above manner, repeated play is avoided, and the play experience of the user is improved.
In an alternative embodiment, the target tour route of the target user may also be determined by the following method, which is described in detail as follows: determining tour item information matched with the target user according to the human face attribute characteristics and adaptive user attribute information corresponding to each tour item in the target recreation place; and generating a target tour route for a target attraction matched with the face attribute information based on the determined tour item information matched with the target user.
Here, first, the tour items matching with the facial attribute feature of the user are determined, and then the target tour route is determined according to the tour items.
In an optional implementation manner, the adapted user attribute information corresponding to each browsing item is determined in the following manner, which is specifically described as follows: acquiring historical user tour statistics information corresponding to the tour item, and determining adaptive user attribute information corresponding to the tour item according to the historical user tour statistics information; and/or acquiring the adaptive user attribute information indicated in the tour guide file corresponding to the tour item.
The tour item information may include information such as a name of the item, an introduction of the item, a tour guide file of the item, and location information of the item at the attraction, where the tour guide file of the item may include information such as a crowd playing the item and a note about playing the item.
Here, the database stores map information of a target attraction and position information of each tour item in the attraction in advance, stores a tour guide file (for example, children under 10 years old are prohibited from playing) of each tour item in the attraction, stores face attribute information suitable for a tour user corresponding to each tour item, and stores face attribute information of historical tour users corresponding to each tour item.
In specific implementation, according to the face attribute information of a target user, querying a database, acquiring tour item information matched with the face attribute information of the target user, determining tour position information of the tour item, selecting at least one target tour item from a plurality of tour items matched with the face attribute information of the target user, and generating a target tour route of the selected at least one target tour item.
Specifically, a principle of lowest path cost may be adopted, a tour item may be selected from a plurality of tour items matched with the face attribute information of the target user according to the tour position information of the tour item, and a tour route may be generated based on the selected tour item. Here, the path cost may be characterized by an average path length corresponding to play of each item.
In the embodiment of the disclosure, the face image of the user is acquired through the acquisition device, the face attribute characteristics of the face image of the user are extracted, and a proper tour route is planned for the user according to the face attribute characteristics of the user, so that the time of the user visiting the scenic spot is saved, and the play experience of the user is improved.
It will be understood by those skilled in the art that in the method of the present invention, the order of writing the steps does not imply a strict order of execution and any limitations on the implementation, and the specific order of execution of the steps should be determined by their function and possible inherent logic.
Based on the same inventive concept, the embodiment of the present disclosure further provides a tour route generation device corresponding to the tour route generation method, and as the principle of solving the problem of the device in the embodiment of the present disclosure is similar to the tour route generation method in the embodiment of the present disclosure, the implementation of the device may refer to the implementation of the method, and repeated details are not repeated.
Example two
Referring to fig. 4, a schematic diagram of an apparatus for generating a tour route according to an embodiment of the present disclosure is provided, where the apparatus includes: an acquisition module 401, a face attribute feature determination module 402 and a target tour route determination module 403; the obtaining module 401 is configured to obtain a face image of a target user.
A face attribute feature determining module 402, configured to determine, by performing feature extraction on the face image, a face attribute feature of the target user in at least one feature dimension.
And a target tour route determining module 403, configured to determine a target tour route for the target attraction, which is matched with the target user, according to the facial attribute features of the target user in at least one feature dimension.
In a possible implementation manner, the target tour route determining module 403 is specifically configured to determine the target tour route matched with the facial attribute feature according to the facial attribute feature and matching feature information in at least one feature dimension respectively corresponding to each pre-stored tour route.
In a possible implementation manner, the target tour route determining module 403 is specifically configured to determine a target tour route for a target attraction matching the target user according to the facial attribute feature of the target user in at least one feature dimension and the historical tour record corresponding to the target user.
In a possible implementation manner, the apparatus further includes a display module, configured to display the target tour route, and generate an identification code corresponding to the target tour route, so that the target user scans the identification code through a terminal device to obtain the target tour route.
In a possible implementation, the target tour route determining module 403 is further specifically configured to determine tour information matching the target user according to the facial attribute feature and the tour information in the target attraction; and generating a target tour route for a target attraction matched with the face attribute information based on the determined tour item information matched with the target user.
In a possible embodiment, the target tour route determining module 403 is further specifically configured to select at least one target tour from the plurality of tours based on the determined tour location information of the plurality of tours matched with the target user, and generate the target tour route passing through the selected at least one target tour.
In a possible implementation manner, the target tour route determining module 403 is further specifically configured to determine tour item information matching the target user according to the face attribute information and adapted user attribute information corresponding to each tour item in the target attraction.
In a possible implementation manner, the target tour route determining module 403 is further specifically configured to obtain historical user tour statistics information corresponding to the tour item, and determine adapted user attribute information corresponding to the tour item according to the historical user tour statistics information; and/or acquiring the adaptive user attribute information indicated in the tour guide file corresponding to the tour item.
The description of the processing flow of each module in the device and the interaction flow between the modules may refer to the related description in the above method embodiments, and will not be described in detail here.
Corresponding to the method for generating the tour route in fig. 1, an embodiment of the present disclosure further provides an electronic device 500, and as shown in fig. 5, a schematic structural diagram of the electronic device 500 provided in the embodiment of the present disclosure includes: including a processor 501, memory 502, and a bus 503. The memory 502 is used for storing execution instructions and includes a memory 5021 and an external memory 5022; the memory 5021 is also referred to as an internal memory, and is used for temporarily storing operation data in the processor 501 and data exchanged with an external storage 5022 such as a hard disk, the processor 501 exchanges data with the external storage 5022 through the memory 5021, and when the electronic device 500 operates, the processor 501 communicates with the storage 502 through the bus 503, so that the processor 501 executes the following instructions:
acquiring a face image of a target user; determining the face attribute characteristics of the target user under at least one characteristic dimension by carrying out characteristic extraction on the face image; and determining a target tour route matched with the target user and aiming at a target attraction according to the human face attribute characteristics of the target user in at least one characteristic dimension.
The specific processing flow of the processor 501 may refer to the description of the above method embodiment, and is not described herein again.
The disclosed embodiments also provide a computer-readable storage medium, on which a computer program is stored, which, when executed by a processor, performs the steps of the method for tour route generation described in the above method embodiments. The storage medium may be a volatile or non-volatile computer-readable storage medium.
The computer program product of the tour route generation method provided by the embodiment of the present disclosure includes a computer readable storage medium storing a program code, where instructions included in the program code may be used to execute the steps of the tour route generation method described in the above method embodiment, which may be referred to in the above method embodiment specifically, and are not described herein again.
The embodiments of the present disclosure also provide a computer program, which when executed by a processor implements any one of the methods of the foregoing embodiments. The computer program product may be embodied in hardware, software or a combination thereof. In an alternative embodiment, the computer program product is embodied in a computer storage medium, and in another alternative embodiment, the computer program product is embodied in a Software product, such as a Software Development Kit (SDK), or the like.
It is clear to those skilled in the art that, for convenience and brevity of description, the specific working processes of the system and the apparatus described above may refer to the corresponding processes in the foregoing method embodiments, and are not described herein again. In the several embodiments provided in the present disclosure, it should be understood that the disclosed system, apparatus, and method may be implemented in other ways. The above-described embodiments of the apparatus are merely illustrative, and for example, the division of the units is only one logical division, and there may be other divisions when actually implemented, and for example, a plurality of units or components may be combined or integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection of devices or units through some communication interfaces, and may be in an electrical, mechanical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present disclosure may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into 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 disclosure may be embodied in the form of a software product, which is stored in a storage medium and includes several instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present disclosure. And the aforementioned storage medium includes: various media capable of storing program codes, such as a usb disk, a removable hard disk, a Read-only Memory (ROM), a Random Access Memory (RAM), a magnetic disk, or an optical disk.
Finally, it should be noted that: the above-mentioned embodiments are merely specific embodiments of the present disclosure, which are used for illustrating the technical solutions of the present disclosure and not for limiting the same, and the scope of the present disclosure is not limited thereto, and although the present disclosure is described in detail with reference to the foregoing embodiments, those skilled in the art should understand that: any person skilled in the art can modify or easily conceive of the technical solutions described in the foregoing embodiments or equivalent technical features thereof within the technical scope of the present disclosure; such modifications, changes or substitutions do not depart from the spirit and scope of the embodiments of the present disclosure, and should be construed as being included therein. Therefore, the protection scope of the present disclosure shall be subject to the protection scope of the claims.
Claims (12)
1. A method of tour route generation, the method comprising:
acquiring a face image of a target user;
determining the face attribute characteristics of the target user under at least one characteristic dimension by carrying out characteristic extraction on the face image;
and determining a target tour route matched with the target user and aiming at a target attraction according to the human face attribute characteristics of the target user in at least one characteristic dimension.
2. The method of claim 1, wherein determining a target tour route for a target attraction matching the target user based on facial attribute features of the target user in at least one feature dimension comprises:
and determining the target tour route matched with the face attribute feature according to the face attribute feature and the pre-stored matching feature information under at least one feature dimension corresponding to each tour route.
3. The method of claim 1 or 2, wherein the at least one feature dimension comprises at least one of:
age, vitality value, face value, gender, height, weight, number of co-playing users, and relationship with the playing users.
4. The method according to any one of claims 1 to 3, wherein determining a target tour route for a target attraction matching the target user according to the facial attribute features of the target user in at least one feature dimension comprises:
and determining a target tour route matched with the target user and aiming at the target amusement place according to the facial attribute characteristics of the target user in at least one characteristic dimension and the historical tour record corresponding to the target user.
5. The method of any one of claims 1 to 4, wherein after determining the target tour route for the target attraction that matches the target user, further comprising:
and displaying the target tour route, and generating an identification code corresponding to the target tour route so that the target user can scan the identification code through terminal equipment to obtain the target tour route.
6. The method of claim 1, wherein determining a target tour route for a target attraction matching the target user based on facial attribute features of the target user in at least one feature dimension comprises:
determining the tourist item information matched with the target user according to the human face attribute characteristics and the tourist item information in the target amusement place;
and generating a target tour route for a target attraction matched with the face attribute information based on the determined tour item information matched with the target user.
7. The method of claim 6, wherein generating a target tour route for a target attraction matching the facial attribute information based on the determined tour item information matching the target user comprises:
selecting at least one target tour from the plurality of tours based on the determined tour location information of the plurality of tours matched with the target user, and generating the target tour route passing through the selected at least one target tour.
8. The method of claim 6, wherein determining the attraction information that matches the target user based on the facial attribute information and the respective attraction information within the target attraction comprises:
and determining the tour item information matched with the target user according to the face attribute information and the adaptive user attribute information corresponding to each tour item in the target recreation place.
9. The method of claim 8, wherein the adapted user attribute information corresponding to each tour item is determined according to the following:
acquiring historical user tour statistics information corresponding to the tour item, and determining adaptive user attribute information corresponding to the tour item according to the historical user tour statistics information; and/or the presence of a gas in the gas,
and acquiring the adaptive user attribute information indicated in the tour guide file corresponding to the tour item.
10. An apparatus for tour route generation, the apparatus comprising:
the acquisition module is used for acquiring a face image of a target user;
the face attribute feature determination module is used for determining the face attribute features of the target user under at least one feature dimension by extracting the features of the face image;
and the target tour route determining module is used for determining a target tour route which is matched with the target user and aims at the target amusement place according to the human face attribute characteristics of the target user in at least one characteristic dimension.
11. An electronic device, comprising: a processor, a memory and a bus, the memory storing machine-readable instructions executable by the processor, the processor and the memory communicating over the bus when the electronic device is operating, the machine-readable instructions when executed by the processor performing the steps of the method of tour route generation as claimed in any of claims 1 to 9.
12. A computer-readable storage medium, characterized in that a computer program is stored thereon, which computer program, when being executed by a processor, performs the steps of the method of tour route generation according to any of the claims 1 to 9.
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