WO2021088417A1 - Movement state information display method and apparatus, electronic device and storage medium - Google Patents

Movement state information display method and apparatus, electronic device and storage medium Download PDF

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Publication number
WO2021088417A1
WO2021088417A1 PCT/CN2020/103457 CN2020103457W WO2021088417A1 WO 2021088417 A1 WO2021088417 A1 WO 2021088417A1 CN 2020103457 W CN2020103457 W CN 2020103457W WO 2021088417 A1 WO2021088417 A1 WO 2021088417A1
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WIPO (PCT)
Prior art keywords
data
movement
target user
mobile
target
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PCT/CN2020/103457
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French (fr)
Chinese (zh)
Inventor
孙贺然
王磊
贾印琦
贾存迪
索玉文
Original Assignee
北京市商汤科技开发有限公司
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Application filed by 北京市商汤科技开发有限公司 filed Critical 北京市商汤科技开发有限公司
Priority to JP2021528395A priority Critical patent/JP2022510135A/en
Priority to KR1020217015808A priority patent/KR20210077760A/en
Publication of WO2021088417A1 publication Critical patent/WO2021088417A1/en

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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/20Movements or behaviour, e.g. gesture recognition
    • G06V40/23Recognition of whole body movements, e.g. for sport training
    • G06V40/25Recognition of walking or running movements, e.g. gait recognition
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00Scenes; Scene-specific elements
    • G06V20/40Scenes; Scene-specific elements in video content
    • G06V20/41Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news items
    • G06V20/42Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news items of sport video content
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06VIMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16Human faces, e.g. facial parts, sketches or expressions
    • G06V40/168Feature extraction; Face representation

Definitions

  • the present disclosure relates to the field of computer technology, and in particular, to a method and device for displaying mobile state information, electronic equipment, and a storage medium.
  • the present disclosure provides at least a solution for displaying mobile status information.
  • the present disclosure provides a method for displaying movement status information, including: acquiring collected data of a first camera device, the collected data including the collected face image and identification information of the first camera device; The location description information corresponding to the identification information of the first camera device; based on the location description information of the first camera device, determine the movement data of the target user identified by the face image; use the movement data to display the target The user's mobile status information.
  • the movement data of the target user identified by the face image collected in the first camera device can be determined, and the movement data can be used to display the movement status information of the target user, thereby Provide route guidance for other users.
  • the present disclosure provides a movement status information display device, including: a first acquisition module, configured to acquire collected data of a first camera device, the collected data including a collected face image and the first camera device
  • the second acquisition module is used to acquire the location description information corresponding to the identification information of the first camera device
  • the determination module is used to determine the face image based on the location description information of the first camera device
  • the identified mobile data of the target user is used to use the mobile data to display the mobile state information of the target user.
  • the present disclosure provides an electronic device including: a processor; and a memory, wherein the memory stores machine-readable instructions executable by the processor, and the machine-readable instructions are executed by the processor When the time, the processor is enabled to implement the mobile state information display method as described in the first aspect.
  • the present disclosure provides a computer-readable storage medium having a computer program stored on the computer-readable storage medium, wherein, when the computer program is run by a processor, the processor realizes the above-mentioned first aspect.
  • FIG. 2 shows a schematic diagram of displaying mobile state information of a target user provided by an embodiment of the present disclosure
  • FIG. 4 shows a schematic diagram showing the description information of a target mobile data provided by an embodiment of the present disclosure
  • FIG. 5 shows a schematic structural diagram of a mobile state information display device provided by an embodiment of the present disclosure
  • Fig. 6 shows a schematic structural diagram of an electronic device provided by an embodiment of the present disclosure.
  • first, second, third, etc. may be used in the present disclosure to describe various information, these information should not be limited by these terms. These terms are only used to distinguish the same type of information from each other.
  • first information may also be referred to as second information, and similarly, the second information may also be referred to as first information.
  • word “if” as used herein can be interpreted as "when” or “when” or “in response to”.
  • the present disclosure can be applied to electronic equipment with data processing capabilities.
  • the electronic equipment can be equipped with a display device for displaying data processing results, or it can be connected to an external display device for displaying data processing results.
  • the connection method is not limited to wired connection, and/ Or wireless connection.
  • the electronic device may also be connected to at least one camera device, and the connection mode is not limited to wired connection and/or wireless connection. After the camera device collects the face image, it is transmitted to the electronic device for processing. After the processing is completed, the electronic device can display it through a display device configured by the electronic device or a display device external to the electronic device.
  • the electronic device may be, for example, a mobile phone, a tablet computer, a smart TV, a computer, etc., which is not limited in this application.
  • the face image included in the collected data in the present disclosure is a face image collected by the first camera device at a certain moment.
  • the face image collected by the first camera device at a certain moment is not necessarily the same as the face image collected by other camera devices, or the face image collected by the first camera device at other moments.
  • the face image of the target user may be obtained from different shooting angles.
  • image recognition it can be confirmed that multiple face images correspond to the same target user through processing such as feature extraction and recognition.
  • the first camera device mentioned in the embodiments of the present disclosure is used to specifically refer to the camera device corresponding to the collected data currently being processed by the electronic device
  • the second camera device mentioned is used to specifically refer to the electronic device
  • the camera device corresponding to the processed collected data is used to specifically refer to the processed collected data.
  • all camera devices including the first camera device and/or the second camera device may be collectively referred to as camera devices.
  • a method for displaying mobile state information includes steps S101 to S104.
  • the movement data of the target user identified by the face image collected in the first camera device can be determined, and the movement data can be used to display the movement status information of the target user, thereby Other users provide route guidance.
  • the correspondence between the identification information of each camera device and its position description information may be pre-stored.
  • the location description information of the camera device may be the description information of the location area where the camera device is deployed, such as the identifier of the location area where the camera device is deployed.
  • the identification may be an exit/entrance identification, or an identification of different exhibition halls of the exhibition, or the identification information of the camera device itself may be used to directly identify the location area where the camera device is deployed, etc. This application does not limited.
  • the identification information of the camera device and the identification information of the exhibition area or exhibition hall corresponding to the identification information may be stored in advance.
  • the position description information corresponding to the identification information of the camera device in the collected data may be searched in the above-mentioned correspondence stored in advance.
  • the mobile state information display method provided in the present disclosure can be applied to electronic devices with processing capabilities.
  • the electronic device after the electronic device obtains the collected data of the first camera device, it can directly search the identification information of the first camera device in the electronic device according to the identification information of the first camera device in the collected data.
  • the corresponding location description information In other embodiments, the identification information of the first camera device may also be sent by the electronic device to the server, and the server searches for the location description information corresponding to the identification information of the first camera device; After the location description information corresponding to the identification information of the device, the found location description information is sent to the electronic device.
  • the target user may be a user who appears newly in the location area where the first camera device is deployed.
  • the electronic device may determine the newly-appearing user in the following manner: after acquiring the face image collected by each camera device, it may extract the image features of the collected face image, and record the collected image features ; When the face image re-collected by any camera device is received again, the image features of the newly collected face image can be extracted and combined with the pre-recorded image features of users who have passed in the historically set time period Perform comparison; in the case of unsuccessful comparison, determine the user identified by the image feature as the target user, that is, the user who appears most recently.
  • the target user may also be a preset user, and the preset user here may be, for example, a person who is scheduled to participate in an exhibition.
  • the electronic device may determine the target user in the image captured by the first camera device in the following manner: determine the user characteristics of the user (such as facial features, gait features, etc.) set in advance, and extract the first camera device to capture The user characteristics of the user in the image of the user are compared, and the extracted user characteristics are compared with the user characteristics of the user set in advance, and the user who is successfully compared is determined as the target user.
  • the user features may be, for example, facial features, gait features, pedestrian re-identification (Person Re-identification, REID) features, and the like.
  • the target user may also be a user who meets a certain attribute.
  • the specific attribute may be a preset user attribute, and the user attribute may include at least one of attributes such as gender, height, and age, for example.
  • the electronic device may determine the target user in the image captured by the first camera device in the following manner: extract the user attributes of the user in the image captured by the first camera device, and then determine whether the extracted user attributes meet the set specific Attribute, if it matches, the user is determined as the target user.
  • the target user may include each user who meets the specific attribute, that is, there may be multiple target users; or the first detected user who meets a certain attribute The user is determined to be the target user, that is, there may be only one target user.
  • the collection data of the first camera device may also include the collection time of the face image.
  • the user features may be, for example, facial features, gait features, pedestrian re-identification (Person Re-identification, REID) features, and the like.
  • the movement data includes historical movement data and position description information of the first camera device.
  • the historical movement data includes position description information of at least one second camera device, where the second camera device is a camera device that collects a face image of the target user within a set time period before the collection time.
  • the movement data may include the time when the target user appears in the shooting area of the camera device, and the time when the target user leaves the shooting area of the camera device.
  • the time when the target user appears in the shooting area of the camera device is the collection time of the image when the target user first appears in the image taken by the camera device; the time when the target user leaves the shooting area of the camera device is the image captured by the camera device The acquisition time of the image when the target user last appeared.
  • the determination of the movement data of the target user identified by the face image based on the position description information of the first camera device may be divided into two types based on whether the historical movement data of the target user has been obtained within a preset time period before the collection time happening.
  • Case 1 In the case where the historical movement data of the target user has been obtained within the preset time period before the detection time of collection, the historical movement data can be updated based on the position description information of the first camera device to obtain the updated movement data .
  • the historical movement data of the target user has been obtained within the preset time period before the acquisition time, it means that the target user has appeared in the image acquisition area of other camera devices except the current first camera device, and before the acquisition time,
  • the face images collected by other camera devices include the target user.
  • the historical movement data can be updated directly based on the position description information of the first camera device.
  • the updated movement data can be used to describe the target during the period from the preset time period before the collection time to the collection time.
  • the target user does not appear in the image collection area of any camera device, or the face images collected by other camera devices are all displayed before the collection time. Does not include target users.
  • the movement data may also be stored and used as the historical movement data of the target user.
  • the movement data of the target user is re-determined based on the latest stored historical movement data and the location description information of the camera device.
  • the movement status information includes one or more of the following information: the location identifier of the area the target user passes through, the length of stay of the target user in each area, and the number of times the target user passes through the same area .
  • the location identifier of the area the target user passes through may be the identifier of the location area where the camera device that captures the face image of the target user is deployed, or it may be the identifier of the shooting area of the camera device, for example, it may be a certain exhibition hall. logo.
  • the difference between the time the target user appears in each area and the time the target user leaves the area in the mobile data can be used as the target user’s stay time in each area .
  • the number of times the target user has left the area included in the target user's movement data may be determined as the number of times the target user has passed through the area.
  • the time when the target user leaves area A are 10:00, 11:00, and 12:00 respectively, and the mobile data includes three pieces of time when the target user leaves area A, then the target user passes through the area A The number of times is 3 times.
  • the electronic device that displays the movement status information of the target user may be equipped with a display device for displaying processed data, or an external display device.
  • the TV can be used as an external display device to display the movement status information of the target user.
  • a tablet computer can use mobile data to display the target user's mobile status information on its screen.
  • the electronic device In the case of using mobile data to display the mobile state information of the target user, if the historical mobile data of the target user has been obtained within the preset time period before the collection time, the electronic device has currently displayed the mobile state information of the target user. And the currently displayed movement state information is the movement state information corresponding to the historical movement data. After re-determining the mobile data of the target user, the displayed mobile state information of the target user corresponding to the historical mobile data can be switched to the mobile state information of the target user corresponding to the newly determined mobile data according to the set switching special effect.
  • the movement state information can be drawn and displayed by computer drawing, for example, the movement route of the target user is displayed, and the movement state information of the target user is displayed by the method of displaying the movement route.
  • the moving route may include at least one location point, and each location point may have a corresponding location area, such as an exhibition hall, and the location area may be a location area where a camera is deployed or a shooting area corresponding to a camera device.
  • the movement status information it can also show the length of stay of the target user in each location area, how many times the target user has passed through the location area this time, and so on.
  • the display method of the mobile state information of the target user may be as shown in FIG. 2.
  • Points A, B, C, D, and E in Figure 2 respectively identify the location description information of different camera devices in the preset location area.
  • any one of the location points corresponds to the camera
  • the device collects the face image containing the target user, it changes the display state of the location point.
  • the imaging device corresponding to the position point D is the first imaging device
  • the imaging devices corresponding to A, B, and C are the second imaging devices.
  • the identification information of the target user and the facial image of the target user may also be displayed at the same time.
  • the identification information of the target user may be pre-allocated for the target user, and the facial image of the target user may be extracted from the facial image collected by the first camera device.
  • changing the display state of the location point may be to light the location point, or to change the color state of the location point, which is not limited in this application.
  • the movement status information of the target user corresponding to the location point can also be displayed at the location point.
  • the description information of the location area corresponding to the location point can be displayed (for example, exhibition hall logo, or exit/entrance logo, etc.), the number of times the target user has passed the location area corresponding to the location point, and the target user's location at the location point The stay time of the corresponding location area.
  • the description information of the location area corresponding to the location point For example, beside location points A, B, C, and D, the description information of the location area corresponding to the location point, the number of times the target user has passed through the location area corresponding to the location point (that is, the number of visits in the figure), and The stay time of the target user in the location area corresponding to the location point.
  • the target user corresponding to the mobile data can be displayed according to the set display effect Mobile status information.
  • the display state of the location point A can be changed in the device displaying status information, for example, the location point A can be lighted up, or the color state of the location point A can be changed.
  • the historical movement data of the target user is not obtained in the time period before the collection time may be because the target user did not appear in the preset location area before the collection time.
  • the first camera device may be a camera device at the entrance position of the preset location area. When the target user enters the preset location area through the entrance location, the first camera device collects the face image of the target user.
  • the target movement data may be filtered from the movement data including multiple users, and the description information of the target movement data may be displayed. That is, the target mobile data can be filtered based on the mobile data of multiple users, and the relevant description information of the target mobile data can be displayed as a reference for the mobile route that the user can select or the route that the user pays attention to.
  • a method for screening and displaying target mobile data may include S301 to S303.
  • multiple users including the target user are users appearing in a preset location area, and the preset location area includes location areas where multiple camera devices are respectively deployed.
  • the movement data corresponding to each user may be obtained by analyzing the collected data obtained from the camera devices respectively deployed in each location area.
  • S302. Determine at least one type of target mobile data by using mobile data of multiple users.
  • multiple types of movement data representing different types of movement routes can be determined first, and then the heat information of each type of movement data in the multiple types of movement data can be determined, and then based on the heat information of each type of movement route.
  • the popularity information of each type of mobile data includes the quantity of this type of mobile data, and the quantity of this type of mobile data may indicate the number of users passing through the corresponding movement route.
  • At least one type of movement data whose quantity is greater than a set threshold among multiple types of movement data may be selected as the at least one type of target movement data.
  • the multiple types of mobile data are arranged in descending order of their respective numbers, and the top N types of mobile data among the arranged multiple types of mobile data are selected as the at least one target mobile data, where N is a positive integer.
  • S303 Use at least one type of target movement data to display the description information of the target movement data.
  • the description information of the target movement data may include one or more of the following information: the target movement route corresponding to the target movement data, the number of users passing through the target movement route, and the cost of passing the target movement route. duration.
  • the preset location area is an exhibition hall, which includes five entrances A, B, C, D, and E, and each entrance is set There is an exhibition point.
  • the vertical direction represents each entrance of the exhibition hall
  • the horizontal direction represents the order in which users arrive at the exhibition point.
  • movement route 1 the user enters the exhibition hall from entrance A, then reaches the exhibition point at entrance C, then reaches the exhibition point at entrance B, and finally returns to the exhibition point at entrance A.
  • the thickness or color of different polylines indicate the number of people passing through the route. As shown in Figure 4, there are more people passing through moving route 1 than moving route 2, and moving route 1 is thicker than moving route 2 when displayed.
  • the description information of the target mobile data can also be displayed in the form of Table 1 below.
  • the average stay time in Table 1 above can be the average stay time of the user in each exhibition hall under the route, or the average stay time of the user on the route.
  • the target mobile data can be filtered from the mobile data of multiple users, and the description information of the target mobile data can be displayed, so as to realize the key display of part of the mobile data, such as the display and introduction of popular exhibition points.
  • the writing order of the steps does not mean a strict execution order but constitutes any limitation on the implementation process.
  • the specific execution order of each step should be based on its function and possibility.
  • the inner logic is determined.
  • the embodiments of the present disclosure also provide a mobile state information display device.
  • the mobile state information display device includes: a first obtaining module 501, a second obtaining module 502, and a determining module 503.
  • the second acquiring module 502 is configured to acquire location description information corresponding to the identification information of the first camera device
  • the determining module 503 is configured to determine the movement data of the target user identified by the face image based on the position description information of the first camera device;
  • the display module is configured to use the mobile data to display the mobile state information of the target user.
  • the collection data further includes the collection time of the face image
  • the determining module 503 is configured to: in the case where the historical movement data of the target user has been obtained within a set time period before the detection of the collection time, perform a comparison of the position description information of the first camera device to the The historical movement data is updated to obtain the movement data.
  • the movement data includes the historical movement data and the position description information of the first camera device, and the historical movement data includes the position description information of at least one second camera device.
  • the second camera device is a camera device that collects the face image of the target user within a set time period before the collection time.
  • the display module is configured to switch the displayed mobile state information of the target user corresponding to the historical mobile data to the mobile state information corresponding to the mobile data according to the set switching special effect.
  • the mobile status information of the target user is configured to switch the displayed mobile state information of the target user corresponding to the historical mobile data to the mobile state information corresponding to the mobile data according to the set switching special effect.
  • the collection data further includes the collection time of the face image
  • the determining module 503 is configured to: in the case that the historical movement data of the target user is not obtained within a set time period before the detection of the collection time, use the position description information of the first camera device as the Move data.
  • the display module is configured to display the mobile state information of the target user corresponding to the mobile data according to a set display special effect.
  • the movement status information includes one or more of the following information:
  • the determining module 503 is further configured to: obtain the movement data of multiple users including the target user; use the movement data of the multiple users to determine at least one type of target movement data
  • the display module is further configured to: use the at least one target mobile data to display the description information of the target mobile data.
  • the determining module 503 is configured to: based on the movement data of the multiple users, determine multiple types of movement data representing different types of movement routes; and determine each type of the multiple types of movement data.
  • the popularity information of mobile data based on the popularity information of each type of mobile data, at least one of the multiple types of mobile data is selected as the at least one target mobile data.
  • the popularity information of each type of mobile data includes the quantity of that type of mobile data
  • the determining module 503 is configured to: based on the quantity of each type of movement data, select at least one type of movement data of the multiple types of movement data whose quantity is greater than a set threshold as the at least one type of target movement data; or, The multiple types of mobile data are arranged in descending order of their respective numbers, and the top N types of mobile data among the arranged multiple types of mobile data are selected as the at least one target mobile data, where N is a positive integer.
  • the description information of the target movement data includes one or more of the following information: the target movement route corresponding to the target movement data, the number of users passing through the target movement route, and State the time spent on the target moving route.
  • the functions or templates contained in the device provided in the embodiments of the present disclosure can be used to execute the methods described in the above method embodiments.
  • the functions or templates contained in the device provided in the embodiments of the present disclosure can be used to execute the methods described in the above method embodiments.
  • the embodiments of the present disclosure also provide an electronic device.
  • the electronic device includes: a processor 601, a memory 602, and a bus 603.
  • the memory 602 includes a memory 6021 and an external memory 6022.
  • the memory 6021 here is also called internal memory, which is used to temporarily store calculation data in the processor 601 and data exchanged with an external memory 6022 such as a hard disk.
  • the processor 601 exchanges data with the external memory 6022 through the memory 6021.
  • the processor 601 and the memory 602 communicate through the bus 603.
  • the memory 602 stores machine-readable instructions executable by the processor 601, and when the machine-readable instructions are executed by the processor 601, the processor can implement any one of the aforementioned methods for displaying movement state information.
  • embodiments of the present disclosure also provide a computer-readable storage medium with a computer program stored on the computer-readable storage medium, wherein, when the computer program is executed by a processor, the processor can implement any of the above Display method of mobile status information.
  • the computer program product of the mobile state information display method provided by the embodiment of the present disclosure includes a computer-readable storage medium storing program code, and the program code includes instructions that can be used to execute the mobile state information described in the above method embodiment
  • the steps of the display method please refer to the foregoing method embodiment for details, which will not be repeated here.
  • the specific working process of the system and device described above can refer to the process in the method embodiment, which will not be repeated here.
  • the disclosed system, device, and method may be implemented in other ways.
  • the device embodiments described above are only illustrative.
  • the division of the units is only a logical function division, and there may be other division methods in actual implementation.
  • multiple units or components may be combined or integrated into another system, or some features may be omitted or not implemented.
  • the displayed or discussed mutual coupling or direct coupling or communication connection may be indirect coupling or communication connection through some communication interfaces, devices or units, and may be in electrical, mechanical or other forms.
  • the functional units in the various embodiments of the present disclosure may be integrated into one processing unit, or each unit may exist alone physically, or two or more units may be integrated into one unit.
  • the function is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a non-volatile computer readable storage medium executable by a processor.
  • the computer software product is stored in a storage medium and includes several instructions to make a computer device, such as a personal computer, a server, or a network device, execute all or part of the steps of the methods described in the various embodiments of the present disclosure.
  • the aforementioned storage media include: U disk, mobile hard disk, read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory, RAM), magnetic disks or optical disks and other media that can store program codes. .

Abstract

Provided are a movement state information display method and apparatus, an electronic device and a storage medium. The method comprises: obtaining acquired data of a first photographing apparatus, the acquired data comprising an acquired face image and identification information of the first photographing apparatus; obtaining location description information corresponding to the identification information of the first photographing apparatus; determining, on the basis of the location description information of the first photographing apparatus, movement data of a target user identified by the face image; and displaying movement state information of the target user by using the movement data.

Description

移动状态信息展示方法与装置、电子设备及存储介质Mobile state information display method and device, electronic equipment and storage medium
相关申请的交叉引用Cross-references to related applications
本公开要求于2019年11月8日提交的、申请号为201911090206.7、发明名称为“一种移动状态信息展示方法、装置、设备及存储介质”的中国专利申请的优先权,该中国专利申请公开的全部内容以引用的方式并入本文中。This disclosure claims the priority of a Chinese patent application filed on November 8, 2019, with an application number of 201911090206.7 and an invention title of "a method, device, equipment, and storage medium for displaying mobile status information". The Chinese patent application is published The entire content of is incorporated into this article by reference.
技术领域Technical field
本公开涉及计算机技术领域,具体而言,涉及一种移动状态信息展示方法与装置、电子设备及存储介质。The present disclosure relates to the field of computer technology, and in particular, to a method and device for displaying mobile state information, electronic equipment, and a storage medium.
背景技术Background technique
主办方在举办展览会、或者博览会等会场参观活动时,往往会通过多个展区或展厅来展示不同主题的内容。在会场中展区或展厅数量较多的情况下,参会人员有时候会很难确定自己想要参观哪些展区或展厅,缺少一种对参会人员进行有效指引的方案。When the organizers hold exhibitions, or expos and other venue visits, they often display content of different themes through multiple exhibition areas or exhibition halls. In the case of a large number of exhibition areas or exhibition halls in the venue, it is sometimes difficult for participants to determine which exhibition areas or exhibition halls they want to visit, and there is no effective guide for the participants.
发明内容Summary of the invention
有鉴于此,本公开至少提供一种移动状态信息展示的方案。In view of this, the present disclosure provides at least a solution for displaying mobile status information.
第一方面,本公开提供了一种移动状态信息展示方法,包括:获取第一摄像装置的采集数据,所述采集数据包括采集的人脸图像以及所述第一摄像装置的标识信息;获取所述第一摄像装置的标识信息对应的位置描述信息;基于所述第一摄像装置的位置描述信息,确定所述人脸图像标识的目标用户的移动数据;利用所述移动数据,展示所述目标用户的移动状态信息。In a first aspect, the present disclosure provides a method for displaying movement status information, including: acquiring collected data of a first camera device, the collected data including the collected face image and identification information of the first camera device; The location description information corresponding to the identification information of the first camera device; based on the location description information of the first camera device, determine the movement data of the target user identified by the face image; use the movement data to display the target The user's mobile status information.
通过这种方法,可以基于第一摄像装置的位置描述信息,确定第一摄像装置中采集的人脸图像标识的目标用户的移动数据,并利用移动数据,展示目标用户的移动状态信息,从而可以为其他用户提供路线指引。In this way, based on the position description information of the first camera device, the movement data of the target user identified by the face image collected in the first camera device can be determined, and the movement data can be used to display the movement status information of the target user, thereby Provide route guidance for other users.
第二方面,本公开提供一种移动状态信息展示装置,包括:第一获取模块,用于获取第一摄像装置的采集数据,所述采集数据包括采集的人脸图像以及所述第一摄像装置 的标识信息;第二获取模块,用于获取所述第一摄像装置的标识信息对应的位置描述信息;确定模块,用于基于所述第一摄像装置的位置描述信息,确定所述人脸图像标识的目标用户的移动数据;展示模块,用于利用所述移动数据,展示所述目标用户的移动状态信息。In a second aspect, the present disclosure provides a movement status information display device, including: a first acquisition module, configured to acquire collected data of a first camera device, the collected data including a collected face image and the first camera device The second acquisition module is used to acquire the location description information corresponding to the identification information of the first camera device; the determination module is used to determine the face image based on the location description information of the first camera device The identified mobile data of the target user; the display module is used to use the mobile data to display the mobile state information of the target user.
第三方面,本公开提供一种电子设备,包括:处理器;和存储器,其中所述存储器存储有所述处理器可执行的机器可读指令,所述机器可读指令被所述处理器执行时,使所述处理器实现如上述第一方面所述的移动状态信息展示方法。In a third aspect, the present disclosure provides an electronic device including: a processor; and a memory, wherein the memory stores machine-readable instructions executable by the processor, and the machine-readable instructions are executed by the processor When the time, the processor is enabled to implement the mobile state information display method as described in the first aspect.
第四方面,本公开提供一种计算机可读存储介质,该计算机可读存储介质上存储有计算机程序,其中,该计算机程序被处理器运行时,使所述处理器实现如上述第一方面所述的移动状态信息展示方法。In a fourth aspect, the present disclosure provides a computer-readable storage medium having a computer program stored on the computer-readable storage medium, wherein, when the computer program is run by a processor, the processor realizes the above-mentioned first aspect. The mobile status information display method described above.
为使本公开的上述目的、特征和优点能更明显易懂,下文特举较佳实施例,并配合所附附图作详细说明。In order to make the above-mentioned objectives, features and advantages of the present disclosure more obvious and understandable, preferred embodiments are described below in detail with accompanying drawings.
附图说明Description of the drawings
为了更清楚地说明本公开的实施例,下面将对实施例中所需要使用的附图作简单地介绍。此处的附图被并入说明书中并构成本说明书中的一部分,示出了符合本公开的实施例,并与说明书一起用于说明本公开的实施例。应当理解,以下附图仅示出了本公开的某些实施例,因此不应被看作是对范围的限定。对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据这些附图获得其它相关的附图。In order to explain the embodiments of the present disclosure more clearly, the following will briefly introduce the drawings that need to be used in the embodiments. The drawings here are incorporated into the specification and constitute a part of the specification, show embodiments consistent with the present disclosure, and are used together with the specification to explain the embodiments of the present disclosure. It should be understood that the following drawings only show certain embodiments of the present disclosure, and therefore should not be considered as limiting the scope. For those of ordinary skill in the art, without creative work, other related drawings can be obtained from these drawings.
图1示出了本公开实施例所提供的一种移动状态信息展示方法的流程示意图;FIG. 1 shows a schematic flowchart of a method for displaying mobile status information provided by an embodiment of the present disclosure;
图2示出了本公开实施例所提供的一种目标用户的移动状态信息展示示意图;FIG. 2 shows a schematic diagram of displaying mobile state information of a target user provided by an embodiment of the present disclosure;
图3示出了本公开实施例所提供的一种目标移动数据筛选及展示方法;FIG. 3 shows a method for screening and displaying target mobile data provided by an embodiment of the present disclosure;
图4示出了本公开实施例所提供的一种目标移动数据的描述信息展示示意图;FIG. 4 shows a schematic diagram showing the description information of a target mobile data provided by an embodiment of the present disclosure;
图5示出了本公开实施例所提供的一种移动状态信息展示装置的架构示意图;FIG. 5 shows a schematic structural diagram of a mobile state information display device provided by an embodiment of the present disclosure;
图6示出了本公开实施例所提供的电子设备的结构示意图。Fig. 6 shows a schematic structural diagram of an electronic device provided by an embodiment of the present disclosure.
具体实施方式Detailed ways
为使本公开实施例的目的和优点更加清楚,下面将结合附图,对本公开实施例进行 清楚、完整地描述,显然,所描述的实施例仅仅是本公开一部分实施例,而不是全部的实施例。通常在此处附图中描述和示出的本公开实施例的组件可以以不同的配置来布置和设计。因此,以下对在附图中提供的本公开的实施例的详细描述并非旨在限制要求保护的本公开的范围,而是仅仅表示本公开的选定实施例。基于本公开的实施例,本领域技术人员在没有做出创造性劳动的前提下所获得的所有其它实施例,都属于本公开保护的范围。In order to make the purpose and advantages of the embodiments of the present disclosure clearer, the embodiments of the present disclosure will be described clearly and completely with reference to the accompanying drawings. Obviously, the described embodiments are only a part of the embodiments of the present disclosure, rather than all of them. example. The components of the embodiments of the present disclosure generally described and illustrated in the drawings herein may be arranged and designed in different configurations. Therefore, the following detailed description of the embodiments of the present disclosure provided in the accompanying drawings is not intended to limit the scope of the claimed present disclosure, but merely represents selected embodiments of the present disclosure. Based on the embodiments of the present disclosure, all other embodiments obtained by those skilled in the art without creative work shall fall within the protection scope of the present disclosure.
在本公开使用的术语是仅仅出于描述特定实施例的目的,而非旨在限制本公开。在本公开中所使用的单数形式诸如“一种”、“所述”、“该”等也旨在包括复数形式,除非上下文清楚地表示其他含义。还应当理解,本文中使用的术语“和/或”是指并包含一个或多个相关联的列出项目中的任何一个或其所有可能组合。The terms used in the present disclosure are only for the purpose of describing specific embodiments, and are not intended to limit the present disclosure. The singular forms used in the present disclosure such as "a", "said", "the", etc. are also intended to include plural forms, unless the context clearly indicates other meanings. It should also be understood that the term "and/or" as used herein refers to and includes any one or all possible combinations of one or more associated listed items.
应当理解,尽管本公开可能采用术语第一、第二、第三等来描述各种信息,但这些信息不应受这些术语限制。这些术语仅用来将同一类型的信息彼此区分开。例如,在不脱离本公开范围的情况下,第一信息也可以被称为第二信息,类似地,第二信息也可以被称为第一信息。取决于语境,如在此所使用的词语“如果”可以被解释成为“在……时”或“当……时”或“响应于”。It should be understood that although the terms first, second, third, etc. may be used in the present disclosure to describe various information, these information should not be limited by these terms. These terms are only used to distinguish the same type of information from each other. For example, without departing from the scope of the present disclosure, the first information may also be referred to as second information, and similarly, the second information may also be referred to as first information. Depending on the context, the word "if" as used herein can be interpreted as "when" or "when" or "in response to".
首先对本方案所适用的应用场景进行介绍。本公开可以适用于具有数据处理能力的电子设备,电子设备可以配置有用于显示数据处理结果的显示装置,也可以外接用于显示数据处理结果的显示装置,其连接方法不限于有线连接、和/或无线连接。电子设备还可以与至少一个摄像装置连接,其连接方式不限于有线连接、和/或无线连接。摄像装置采集人脸图像之后,传输到电子设备进行处理,电子设备在处理完成之后,可以通过电子设备配置的显示装置或者电子设备外接的显示装置进行显示。其中,电子设备例如可以是手机、平板电脑、智能电视、计算机等,本申请对此并不限定。First, the application scenarios to which this solution is applicable are introduced. The present disclosure can be applied to electronic equipment with data processing capabilities. The electronic equipment can be equipped with a display device for displaying data processing results, or it can be connected to an external display device for displaying data processing results. The connection method is not limited to wired connection, and/ Or wireless connection. The electronic device may also be connected to at least one camera device, and the connection mode is not limited to wired connection and/or wireless connection. After the camera device collects the face image, it is transmitted to the electronic device for processing. After the processing is completed, the electronic device can display it through a display device configured by the electronic device or a display device external to the electronic device. Among them, the electronic device may be, for example, a mobile phone, a tablet computer, a smart TV, a computer, etc., which is not limited in this application.
需要说明的是,本公开中所述采集数据包括的人脸图像为第一摄像装置在某一时刻采集的人脸图像。针对同一个目标用户,第一摄像装置在某一时刻采集的人脸图像与其它摄像装置采集的人脸图像,或者该第一摄像装置在其它时刻采集的人脸图像不一定完全相同。比如目标用户的人脸图像可以是从不同拍摄角度获取的,在进行图像识别时,通过特征提取和识别等处理可以确认多张人脸图像对应同一目标用户。It should be noted that the face image included in the collected data in the present disclosure is a face image collected by the first camera device at a certain moment. For the same target user, the face image collected by the first camera device at a certain moment is not necessarily the same as the face image collected by other camera devices, or the face image collected by the first camera device at other moments. For example, the face image of the target user may be obtained from different shooting angles. When performing image recognition, it can be confirmed that multiple face images correspond to the same target user through processing such as feature extraction and recognition.
需要说明的是,本公开实施例中所提及的第一摄像装置用于特指电子设备当前正在处理的采集数据所对应的摄像装置,所提及的第二摄像装置用于特指电子设备已经处理过的采集数据所对应的摄像装置。本公开实施例中,在不进行特指的情况下,可以将包 括第一摄像装置和/或第二摄像装置在内的所有摄像装置统称为摄像装置。It should be noted that the first camera device mentioned in the embodiments of the present disclosure is used to specifically refer to the camera device corresponding to the collected data currently being processed by the electronic device, and the second camera device mentioned is used to specifically refer to the electronic device The camera device corresponding to the processed collected data. In the embodiments of the present disclosure, unless specified, all camera devices including the first camera device and/or the second camera device may be collectively referred to as camera devices.
为便于对本公开实施例进行理解,首先对本公开实施例的一种移动状态信息展示方法进行详细介绍。In order to facilitate the understanding of the embodiments of the present disclosure, a method for displaying movement status information according to the embodiments of the present disclosure is first introduced in detail.
参见图1所示,本公开实施例所提供的一种移动状态信息展示方法包括步骤S101~S104。Referring to FIG. 1, a method for displaying mobile state information provided by an embodiment of the present disclosure includes steps S101 to S104.
S101、获取第一摄像装置的采集数据,采集数据包括采集的人脸图像以及第一摄像装置的标识信息。S101. Acquire collected data of the first camera device, where the collected data includes the collected face image and identification information of the first camera device.
S102、获取第一摄像装置的标识信息对应的位置描述信息。S102. Acquire location description information corresponding to the identification information of the first camera device.
S103、基于第一摄像装置的位置描述信息,确定人脸图像标识的目标用户的移动数据。S103: Determine the movement data of the target user identified by the face image based on the position description information of the first camera device.
S104、利用移动数据,展示目标用户的移动状态信息。S104. Use the mobile data to display the mobile state information of the target user.
上述方法中,可以基于第一摄像装置的位置描述信息,确定第一摄像装置中采集的人脸图像标识的目标用户的移动数据,并利用移动数据,展示目标用户的移动状态信息,从而可以为其他用户提供路线指引。In the above method, based on the position description information of the first camera device, the movement data of the target user identified by the face image collected in the first camera device can be determined, and the movement data can be used to display the movement status information of the target user, thereby Other users provide route guidance.
以下对S101~S104分别进行说明。S101 to S104 are respectively described below.
针对S101,第一摄像装置采集的人脸图像中可以包括多个用户的人脸,且所述多个用户中包括目标用户,所述人脸图像也可以包括在不同时刻采集到的多张人脸图像。With regard to S101, the face image collected by the first camera device may include the faces of multiple users, and the multiple users include the target user, and the face image may also include multiple people captured at different moments. Face image.
针对S102,在一种可能的实施方式中,每一个摄像装置的标识信息与其位置描述信息之间的对应关系都可以是预先存储好的。其中,摄像装置的位置描述信息可以是摄像装置部署的位置区域的描述信息,例如部署摄像装置的位置区域的标识。示例性的,该标识可以是出/入口标识,还可以是展会的不同展厅的标识,也可以直接用摄像装置本身的标识信息来标识该摄像装置部署的位置区域等,本申请对此并不限定。示例性的,在展会中多个展厅或展区部署摄像装置的情况下,针对每一个摄像装置,可以预先存储该摄像装置的标识信息以及与该标识信息对应的展区或者展厅的标识信息。Regarding S102, in a possible implementation manner, the correspondence between the identification information of each camera device and its position description information may be pre-stored. The location description information of the camera device may be the description information of the location area where the camera device is deployed, such as the identifier of the location area where the camera device is deployed. Exemplarily, the identification may be an exit/entrance identification, or an identification of different exhibition halls of the exhibition, or the identification information of the camera device itself may be used to directly identify the location area where the camera device is deployed, etc. This application does not limited. Exemplarily, in a case where multiple exhibition halls or exhibition areas are deployed with camera devices, for each camera device, the identification information of the camera device and the identification information of the exhibition area or exhibition hall corresponding to the identification information may be stored in advance.
在获取到第一摄像装置的采集数据之后,可以在预先存储的上述对应关系中,查找与该采集数据中摄像装置的标识信息所对应的位置描述信息。After acquiring the collected data of the first camera device, the position description information corresponding to the identification information of the camera device in the collected data may be searched in the above-mentioned correspondence stored in advance.
本公开提供的移动状态信息展示方法可以应用于具有处理能力的电子设备。在一些实施例中,电子设备在获取到第一摄像装置的采集数据之后,可以直接根据该采集数据 中的第一摄像装置的标识信息,在电子设备本地查找与该第一摄像装置的标识信息所对应的位置描述信息。在另一些实施例中,也可以由电子设备将第一摄像装置的标识信息发送给服务器,由服务器查找与该第一摄像装置的标识信息所对应的位置描述信息;服务器在查找到第一摄像装置的标识信息对应的位置描述信息之后,将查找到的位置描述信息发送给该电子设备。The mobile state information display method provided in the present disclosure can be applied to electronic devices with processing capabilities. In some embodiments, after the electronic device obtains the collected data of the first camera device, it can directly search the identification information of the first camera device in the electronic device according to the identification information of the first camera device in the collected data. The corresponding location description information. In other embodiments, the identification information of the first camera device may also be sent by the electronic device to the server, and the server searches for the location description information corresponding to the identification information of the first camera device; After the location description information corresponding to the identification information of the device, the found location description information is sent to the electronic device.
针对S103,一种可能的实施方式中,目标用户可以是在第一摄像装置部署的位置区域内最新出现的用户。示例性的,电子设备可以通过如下方式确定最新出现的用户:在获取到每一个摄像装置采集到的人脸图像之后,都可以提取采集到的人脸图像的图像特征,并记录采集的图像特征;当再次接收到任一个摄像装置重新采集到的人脸图像时,可以提取新采集到的人脸图像的图像特征,并与预先记录的、在历史设定时间段内经过的用户的图像特征进行比对;在比对不成功的情况下,将该图像特征所标识的用户确定为目标用户,即当前最新出现的用户。Regarding S103, in a possible implementation manner, the target user may be a user who appears newly in the location area where the first camera device is deployed. Exemplarily, the electronic device may determine the newly-appearing user in the following manner: after acquiring the face image collected by each camera device, it may extract the image features of the collected face image, and record the collected image features ; When the face image re-collected by any camera device is received again, the image features of the newly collected face image can be extracted and combined with the pre-recorded image features of users who have passed in the historically set time period Perform comparison; in the case of unsuccessful comparison, determine the user identified by the image feature as the target user, that is, the user who appears most recently.
在另外一种可能的实施方式中,目标用户还可以是预先设定的用户,这里预先设定的用户比如可以是预定参加展会的某人物。示例性的,电子设备可以通过如下方式确定出第一摄像装置采集的图像中的目标用户:确定预先设定的用户的用户特征(如面部特征、步态特征等),提取第一摄像装置采集的图像中的用户的用户特征,并将提取的用户特征与预先设定的用户的用户特征进行比对,并将比对成功的用户确定为目标用户。其中,用户特征例如可以为人脸特征、步态特征、行人重识别(Person Re-identification,REID)特征等。In another possible implementation manner, the target user may also be a preset user, and the preset user here may be, for example, a person who is scheduled to participate in an exhibition. Exemplarily, the electronic device may determine the target user in the image captured by the first camera device in the following manner: determine the user characteristics of the user (such as facial features, gait features, etc.) set in advance, and extract the first camera device to capture The user characteristics of the user in the image of the user are compared, and the extracted user characteristics are compared with the user characteristics of the user set in advance, and the user who is successfully compared is determined as the target user. Among them, the user features may be, for example, facial features, gait features, pedestrian re-identification (Person Re-identification, REID) features, and the like.
在另外一种可能的实施方式中,目标用户还可以是符合某种特定属性的用户。特定属性可以是预先设置的用户属性,用户属性例如可以包括性别、身高、年龄等属性中的至少一种。示例性的,电子设备可以通过如下方式确定出第一摄像装置采集的图像中的目标用户:提取第一摄像装置采集到的图像中用户的用户属性,然后判断提取的用户属性是否符合设置的特定属性,若符合则将该用户确定为目标用户。In another possible implementation manner, the target user may also be a user who meets a certain attribute. The specific attribute may be a preset user attribute, and the user attribute may include at least one of attributes such as gender, height, and age, for example. Exemplarily, the electronic device may determine the target user in the image captured by the first camera device in the following manner: extract the user attributes of the user in the image captured by the first camera device, and then determine whether the extracted user attributes meet the set specific Attribute, if it matches, the user is determined as the target user.
示例性的,在目标用户符合某种特定属性的情况下,目标用户可以包括每一个符合特定属性的用户,即可以有多个目标用户;也可以将最先检测出的符合某种特定属性的用户确定为目标用户,即可以仅有一个目标用户。Exemplarily, in the case that the target user meets a certain attribute, the target user may include each user who meets the specific attribute, that is, there may be multiple target users; or the first detected user who meets a certain attribute The user is determined to be the target user, that is, there may be only one target user.
在一种实施方式中,第一摄像装置的采集数据中还可以包括人脸图像的采集时间。In an embodiment, the collection data of the first camera device may also include the collection time of the face image.
在查找到第一摄像装置的标识信息对应的位置描述信息之后,还可以先提取第一摄 像装置采集的人脸图像标识的目标用户的用户特征,然后基于提取的用户特征,在预先存储的历史移动数据中查找是否有该用户特征对应的在上述采集时间之前的设定时间段内的历史移动数据。After finding the location description information corresponding to the identification information of the first camera device, the user characteristics of the target user identified by the face image collected by the first camera device can be extracted first, and then based on the extracted user characteristics, in the pre-stored history In the mobile data, it is searched whether there is historical mobile data corresponding to the user characteristic within a set time period before the aforementioned collection time.
其中,用户特征例如可以为人脸特征、步态特征、行人重识别(Person Re-identification,REID)特征等。移动数据包括历史移动数据和第一摄像装置的位置描述信息。历史移动数据包括至少一个第二摄像装置的位置描述信息,其中,第二摄像装置为在采集时间之前的设定时间段内采集到目标用户的人脸图像的摄像装置。Among them, the user features may be, for example, facial features, gait features, pedestrian re-identification (Person Re-identification, REID) features, and the like. The movement data includes historical movement data and position description information of the first camera device. The historical movement data includes position description information of at least one second camera device, where the second camera device is a camera device that collects a face image of the target user within a set time period before the collection time.
基于上述采集数据中包括的采集时间、人脸图像、以及摄像装置的标识信息,可以得到指示人脸图像对应的目标用户、摄像装置对应的拍摄区域与上述采集时间之间的关联关系的移动数据,即该移动数据中可以包括目标用户出现在摄像装置的拍摄区域的时间、目标用户离开摄像装置的拍摄区域的时间。其中,目标用户出现在摄像装置的拍摄区域的时间,为摄像装置拍摄的图像中首次出现目标用户时该图像的采集时间;目标用户离开摄像装置的拍摄区域的时间,为摄像装置拍摄的图像中最后一次出现目标用户时该图像的采集时间。Based on the collection time, the face image, and the identification information of the camera device included in the aforementioned collected data, movement data indicating the relationship between the target user corresponding to the face image, the shooting area corresponding to the camera device, and the aforementioned collection time can be obtained That is, the movement data may include the time when the target user appears in the shooting area of the camera device, and the time when the target user leaves the shooting area of the camera device. Among them, the time when the target user appears in the shooting area of the camera device is the collection time of the image when the target user first appears in the image taken by the camera device; the time when the target user leaves the shooting area of the camera device is the image captured by the camera device The acquisition time of the image when the target user last appeared.
所述基于第一摄像装置的位置描述信息,确定人脸图像标识的目标用户的移动数据,可以基于在采集时间之前的预设时间段内是否已得到目标用户的历史移动数据,分为2种情况。The determination of the movement data of the target user identified by the face image based on the position description information of the first camera device may be divided into two types based on whether the historical movement data of the target user has been obtained within a preset time period before the collection time Happening.
情况一、在检测到采集时间之前的预设时间段内已得到目标用户的历史移动数据的情况下,可以基于第一摄像装置的位置描述信息对历史移动数据进行更新,得到更新后的移动数据。Case 1: In the case where the historical movement data of the target user has been obtained within the preset time period before the detection time of collection, the historical movement data can be updated based on the position description information of the first camera device to obtain the updated movement data .
若在采集时间之前的预设时间段内已得到目标用户的历史移动数据,说明目标用户已在除当前的第一摄像装置外的其它摄像装置的图像采集区域中出现,且在采集时间之前,其它摄像装置采集的人脸图像中包括目标用户。这种情况下,可以直接基于第一摄像装置的位置描述信息,对历史移动数据进行更新,更新后的移动数据可以用来描述从采集时间之前的预设时间段开始到采集时间这期间内目标用户的移动信息。If the historical movement data of the target user has been obtained within the preset time period before the acquisition time, it means that the target user has appeared in the image acquisition area of other camera devices except the current first camera device, and before the acquisition time, The face images collected by other camera devices include the target user. In this case, the historical movement data can be updated directly based on the position description information of the first camera device. The updated movement data can be used to describe the target during the period from the preset time period before the collection time to the collection time. The user’s mobile information.
情况二、在检测到采集时间之前的设定时间段内未得到目标用户的历史移动数据的情况下,将第一摄像装置的位置描述信息作为移动数据。Case 2: When the historical movement data of the target user is not obtained within the set time period before the detection of the collection time, the position description information of the first camera device is used as the movement data.
若在采集时间之前的预设时间段内未得到目标用户的历史移动数据,说明目标用户未在任何摄像装置的图像采集区域中出现,或者在采集时间之前其它摄像装置采集的人 脸图像中均不包括目标用户。If the historical movement data of the target user is not obtained within the preset time period before the collection time, it means that the target user does not appear in the image collection area of any camera device, or the face images collected by other camera devices are all displayed before the collection time. Does not include target users.
在一种可能的实施方式中,在确定人脸图像标识的目标用户的移动数据之后,还可以将该移动数据进行存储,并作为目标用户的历史移动数据。在采集时间之后的其它摄像装置中采集到包括目标用户的人脸图像的情况下,基于最新存储的历史移动数据,以及该摄像装置的位置描述信息,重新确定目标用户的移动数据。In a possible implementation manner, after the movement data of the target user identified by the face image is determined, the movement data may also be stored and used as the historical movement data of the target user. In the case that the face image including the target user is collected by other camera devices after the collection time, the movement data of the target user is re-determined based on the latest stored historical movement data and the location description information of the camera device.
基于上述实施方式所得到的移动数据,不仅仅包括目标用户当前所在位置的描述信息(即第一摄像装置的位置描述信息),还可以包括历史移动数据,由此可以形象地展示出能够反映历史和当前移动状态的信息。The movement data obtained based on the above embodiments not only includes the description information of the current location of the target user (that is, the position description information of the first camera device), but also includes historical movement data, which can vividly show that it can reflect the history. And information about the current mobile status.
针对S104,移动状态信息包括以下信息中的一种或多种:所述目标用户经过的区域的位置标识、所述目标用户在每个区域的停留时长、以及所述目标用户经过同一区域的次数。For S104, the movement status information includes one or more of the following information: the location identifier of the area the target user passes through, the length of stay of the target user in each area, and the number of times the target user passes through the same area .
其中,目标用户经过的区域的位置标识可以是拍摄到包括目标用户的人脸图像的摄像装置所部署的位置区域的标识,或者可以是该摄像装置的拍摄区域的标识,例如可以是某展厅的标识。Wherein, the location identifier of the area the target user passes through may be the identifier of the location area where the camera device that captures the face image of the target user is deployed, or it may be the identifier of the shooting area of the camera device, for example, it may be a certain exhibition hall. Logo.
示例性的,针对上述目标用户在每个区域的停留时长,可以将移动数据中目标用户出现在每个区域的时间与目标用户离开该区域的时间之差作为目标用户在每个区域的停留时长。Exemplarily, for the above-mentioned target user’s stay time in each area, the difference between the time the target user appears in each area and the time the target user leaves the area in the mobile data can be used as the target user’s stay time in each area .
针对上述目标用户经过同一区域的次数,可以将目标用户的移动数据中所包含的目标用户离开该区域的时间的记录次数确定为目标用户经过该区域的次数。Regarding the number of times the target user has passed through the same area, the number of times the target user has left the area included in the target user's movement data may be determined as the number of times the target user has passed through the area.
示例性的,若移动数据中,目标用户离开区域A的时间分别为10:00,11:00,12:00,移动数据中包括三条目标用户离开区域A的时间,则目标用户经过区域A的次数为3次。Exemplarily, if in the mobile data, the time when the target user leaves area A are 10:00, 11:00, and 12:00 respectively, and the mobile data includes three pieces of time when the target user leaves area A, then the target user passes through the area A The number of times is 3 times.
具体实施中,展示目标用户的移动状态信息的电子设备可以配置有显示处理数据的显示装置,或是外接显示装置。比如,电视可以作为外接的显示装置以显示目标用户的移动状态信息。又比如,平板电脑可以利用移动数据,在其屏幕上展示目标用户的移动状态信息。In a specific implementation, the electronic device that displays the movement status information of the target user may be equipped with a display device for displaying processed data, or an external display device. For example, the TV can be used as an external display device to display the movement status information of the target user. For another example, a tablet computer can use mobile data to display the target user's mobile status information on its screen.
在利用移动数据,展示目标用户的移动状态信息的情况下,若在采集时间之前的预设时间段内已经得到目标用户的历史移动数据,则电子设备当前已经展示了目标用户的移动状态信息,且当前展示的移动状态信息为历史移动数据所对应的移动状态信息。在 重新确定目标用户的移动数据之后,可以按照设定的切换特效,将展示的与历史移动数据对应的目标用户的移动状态信息,切换为新确定的移动数据对应的目标用户的移动状态信息。In the case of using mobile data to display the mobile state information of the target user, if the historical mobile data of the target user has been obtained within the preset time period before the collection time, the electronic device has currently displayed the mobile state information of the target user. And the currently displayed movement state information is the movement state information corresponding to the historical movement data. After re-determining the mobile data of the target user, the displayed mobile state information of the target user corresponding to the historical mobile data can be switched to the mobile state information of the target user corresponding to the newly determined mobile data according to the set switching special effect.
具体实施中,移动状态信息可以通过计算机绘制方式来绘制并展示出来,比如展示出目标用户的移动路线,通过展示移动路线的方法展示目标用户的移动状态信息。其中,移动路线中可以包括至少一个位置点,每个位置点可以有对应的位置区域,例如展厅,该位置区域可以为摄像机部署的位置区域或者摄像装置对应的拍摄区域。在展示移动状态信息时,还可以展示目标用户在每个位置区域的停留时长、本次是第几次经过该位置区域等。In a specific implementation, the movement state information can be drawn and displayed by computer drawing, for example, the movement route of the target user is displayed, and the movement state information of the target user is displayed by the method of displaying the movement route. Wherein, the moving route may include at least one location point, and each location point may have a corresponding location area, such as an exhibition hall, and the location area may be a location area where a camera is deployed or a shooting area corresponding to a camera device. When displaying the movement status information, it can also show the length of stay of the target user in each location area, how many times the target user has passed through the location area this time, and so on.
示例性的,目标用户的移动状态信息展示方法可以如图2所示。图2中点A、B、C、D、E分别标识预设位置区域内不同的摄像装置的位置描述信息,当位置点A、B、C、D、E中的任意一个位置点对应的摄像装置采集到包含目标用户的人脸图像时,改变该位置点的展示状态。图2中,若位置点D对应的摄像装置为第一摄像装置,则A、B、C对应的摄像装置为第二摄像装置。位置点A、B、C所连接成的路线为目标用户的历史移动路线,该历史移动路线是根据历史移动数据对应的目标用户的移动状态信息所绘制的。。第一摄像装置在通过对采集数据的处理得到移动数据之后,可以利用移动数据展示目标用户的移动状态信息,例如可以在C与D之间绘制连接线,并改变位置点D的展示状态。Exemplarily, the display method of the mobile state information of the target user may be as shown in FIG. 2. Points A, B, C, D, and E in Figure 2 respectively identify the location description information of different camera devices in the preset location area. When the location points A, B, C, D, and E, any one of the location points corresponds to the camera When the device collects the face image containing the target user, it changes the display state of the location point. In FIG. 2, if the imaging device corresponding to the position point D is the first imaging device, the imaging devices corresponding to A, B, and C are the second imaging devices. The route connected by the location points A, B, and C is the historical movement route of the target user, and the historical movement route is drawn according to the movement state information of the target user corresponding to the historical movement data. . After the first camera device obtains the movement data by processing the collected data, the movement data can be used to display the movement state information of the target user. For example, a connecting line can be drawn between C and D, and the display state of the position point D can be changed.
在一些实施方式中,在展示目标用户的移动状态信息时,还可以同时展示目标用户的标识信息,以及目标用户的面部图像。其中,目标用户的标识信息可以是预先为目标用户分配好的,目标用户的面部图像可以是从第一摄像装置采集的人脸图像中提取出来的。In some embodiments, when displaying the movement state information of the target user, the identification information of the target user and the facial image of the target user may also be displayed at the same time. The identification information of the target user may be pre-allocated for the target user, and the facial image of the target user may be extracted from the facial image collected by the first camera device.
示例性的,改变位置点的展示状态可以为点亮该位置点,或者改变该位置点的颜色状态,本申请对此并不限制。Exemplarily, changing the display state of the location point may be to light the location point, or to change the color state of the location point, which is not limited in this application.
在改变位置点的状态信息之后,还可以在该位置点展示该位置点对应的目标用户的移动状态信息。示例性的,可以展示该位置点对应的位置区域的描述信息(例如展厅标识,或者出/入口标识等),该目标用户经过该位置点对应的位置区域的次数、以及目标用户在该位置点对应的位置区域的停留时间。After the status information of the location point is changed, the movement status information of the target user corresponding to the location point can also be displayed at the location point. Exemplarily, the description information of the location area corresponding to the location point can be displayed (for example, exhibition hall logo, or exit/entrance logo, etc.), the number of times the target user has passed the location area corresponding to the location point, and the target user's location at the location point The stay time of the corresponding location area.
例如,在位置点A、B、C、D旁可以分别展示该位置点对应的位置区域的描述信息、 目标用户经过该位置点的对应的位置区域的次数(即图中到访次数)、以及目标用户在该位置点对应的位置区域的停留时间。For example, beside location points A, B, C, and D, the description information of the location area corresponding to the location point, the number of times the target user has passed through the location area corresponding to the location point (that is, the number of visits in the figure), and The stay time of the target user in the location area corresponding to the location point.
在利用移动数据,展示目标用户的移动状态信息时,若在采集时间之前的预设时间段内未得到目标用户的历史移动数据,则可以按照设定的展示特效,展示移动数据对应的目标用户的移动状态信息。When using mobile data to display the mobile status information of the target user, if the historical mobile data of the target user is not obtained within the preset time period before the collection time, the target user corresponding to the mobile data can be displayed according to the set display effect Mobile status information.
例如,若位置点A对应的摄像装置为第一摄像装置,则可以在展示状态信息的装置中改变位置点A的展示状态,例如可以点亮位置点A,或者改变位置点A的颜色状态。For example, if the camera device corresponding to the location point A is the first camera device, the display state of the location point A can be changed in the device displaying status information, for example, the location point A can be lighted up, or the color state of the location point A can be changed.
其中,在采集时间之前的时间段内未得到目标用户的历史移动数据可能是因为目标用户在采集时间之前并未出现在预设位置区域内。此时,第一摄像装置可以是预设位置区域的入口位置处的摄像装置,当目标用户通过入口位置处进入预设位置区域时,由第一摄像装置采集目标用户的人脸图像。Wherein, the historical movement data of the target user is not obtained in the time period before the collection time may be because the target user did not appear in the preset location area before the collection time. At this time, the first camera device may be a camera device at the entrance position of the preset location area. When the target user enters the preset location area through the entrance location, the first camera device collects the face image of the target user.
本公开的一些实施例中,在确定人脸图像标识的目标用户的移动数据之后,还可以从包括多个用户的移动数据中,筛选出目标移动数据,并展示目标移动数据的描述信息。即可以基于多个用户的移动数据,进行目标移动数据的筛选,并将该目标移动数据的相关描述信息进行展示,以作为用户可以选择的移动路线或用户所关注的路线的参考。In some embodiments of the present disclosure, after determining the movement data of the target user identified by the face image, the target movement data may be filtered from the movement data including multiple users, and the description information of the target movement data may be displayed. That is, the target mobile data can be filtered based on the mobile data of multiple users, and the relevant description information of the target mobile data can be displayed as a reference for the mobile route that the user can select or the route that the user pays attention to.
具体的,如图3所示,本公开实施例所提供的一种目标移动数据筛选及展示方法可以包括S301~S303。Specifically, as shown in FIG. 3, a method for screening and displaying target mobile data provided by an embodiment of the present disclosure may include S301 to S303.
S301、获取包括目标用户在内的多个用户的移动数据。S301. Acquire mobile data of multiple users including the target user.
其中,包括目标用户在内的多个用户为出现在预设位置区域的用户,预设位置区域包括多个摄像装置分别部署在的位置区域。一种可能的实施方式中,可以基于从分别部署在各个位置区域的摄像装置获取到的采集数据,分析得到各个用户分别对应的移动数据。具体确定移动数据的方式可以参见上述实施例。Among them, multiple users including the target user are users appearing in a preset location area, and the preset location area includes location areas where multiple camera devices are respectively deployed. In a possible implementation manner, the movement data corresponding to each user may be obtained by analyzing the collected data obtained from the camera devices respectively deployed in each location area. For a specific method of determining mobile data, refer to the foregoing embodiment.
S302、利用多个用户的移动数据,确定至少一种目标移动数据。S302. Determine at least one type of target mobile data by using mobile data of multiple users.
具体的,可以先基于多个用户的移动数据,确定分别表征不同种移动路线的多种移动数据,然后确定多种移动数据中每种移动数据的热度信息,再基于每种移动路线的热度信息,选取多种移动数据中的至少一种移动数据作为至少一种目标移动数据。Specifically, based on the movement data of multiple users, multiple types of movement data representing different types of movement routes can be determined first, and then the heat information of each type of movement data in the multiple types of movement data can be determined, and then based on the heat information of each type of movement route. , Select at least one type of mobile data among multiple types of mobile data as the at least one target mobile data.
其中,每种移动数据的热度信息包括该种移动数据的数量,该种移动数据的数量可以表示经过对应移动路线的用户的数量。Wherein, the popularity information of each type of mobile data includes the quantity of this type of mobile data, and the quantity of this type of mobile data may indicate the number of users passing through the corresponding movement route.
本申请的一些实施例中,可以先基于每种移动数据的数量,选取多种移动数据中的数量大于设定阈值的至少一种移动数据作为所述至少一种目标移动数据。或者,将多种移动数据按照其各自的数量的降序排列,选取排列后的多种移动数据中的在前N种移动数据作为所述至少一种目标移动数据,其中N为正整数。In some embodiments of the present application, based on the quantity of each type of movement data, at least one type of movement data whose quantity is greater than a set threshold among multiple types of movement data may be selected as the at least one type of target movement data. Alternatively, the multiple types of mobile data are arranged in descending order of their respective numbers, and the top N types of mobile data among the arranged multiple types of mobile data are selected as the at least one target mobile data, where N is a positive integer.
S303、利用至少一种目标移动数据,展示目标移动数据的描述信息。S303. Use at least one type of target movement data to display the description information of the target movement data.
其中,目标移动数据的描述信息可以包括以下信息中的一种或多种:所述目标移动数据对应的目标移动路线、经过所述目标移动路线的用户数量、以及经过所述目标移动路线花费的时长。Wherein, the description information of the target movement data may include one or more of the following information: the target movement route corresponding to the target movement data, the number of users passing through the target movement route, and the cost of passing the target movement route. duration.
在展示目标移动数据的描述信息时,示例性的,可以如图4所示,预设位置区域为展厅,展厅包括A、B、C、D、E五个入口,且每个入口处都设有一个展点。图4中纵向表示展厅的各个入口,横向表示用户到达该展点的顺序。目标移动数据有两种,分别对应移动路线1和移动路线2。以移动路线1为例,用户从入口A进入展厅,然后到达入口C处的展点,再到达入口B处的展点,最后又返回了入口A处的展点。不同折线的粗细或色彩标识经过该条路线的人数的多少,如图4中,经过移动路线1的人数比经过移动路线2的人数多,则在展示时,移动路线1比移动路线2粗。除此之外,还可以通过提升移动路线1的亮度等方式来提升该热度较高的移动路线的关注度。When displaying the description information of the target mobile data, as an example, as shown in Figure 4, the preset location area is an exhibition hall, which includes five entrances A, B, C, D, and E, and each entrance is set There is an exhibition point. In Figure 4, the vertical direction represents each entrance of the exhibition hall, and the horizontal direction represents the order in which users arrive at the exhibition point. There are two types of target movement data, corresponding to movement route 1 and movement route 2. Taking mobile route 1 as an example, the user enters the exhibition hall from entrance A, then reaches the exhibition point at entrance C, then reaches the exhibition point at entrance B, and finally returns to the exhibition point at entrance A. The thickness or color of different polylines indicate the number of people passing through the route. As shown in Figure 4, there are more people passing through moving route 1 than moving route 2, and moving route 1 is thicker than moving route 2 when displayed. In addition, it is also possible to increase the attention of the movement route with higher popularity by increasing the brightness of the movement route 1 or the like.
在另外一种示例中,还可以通过下表1的形式展示目标移动数据的描述信息。In another example, the description information of the target mobile data can also be displayed in the form of Table 1 below.
表1Table 1
路线route 到访人数Number of visitors 平均停留时长Average length of stay
A-B-C-A-EA-B-C-A-E 688688 01:30:2401:30:24
A-C-B-AA-C-B-A 567567 00:54:3000:54:30
B-A-C-D-EB-A-C-D-E 432432 01:47:3001:47:30
A-B-AA-B-A 210210 00:30:0000:30:00
A-E-D-C-BA-E-D-C-B 199199 01:54:3001:54:30
其中,上表1中的平均停留时长可以是用户在该条路线下每个展厅的平均停留时长,也可以是用户在该条路线上的平均停留时长。Among them, the average stay time in Table 1 above can be the average stay time of the user in each exhibition hall under the route, or the average stay time of the user on the route.
基于上述实施方式,可以从多个用户的移动数据中,筛选出目标移动数据,并展示目标移动数据的描述信息,从而实现对于部分移动数据的重点展示,比如对热门展点进 行展示介绍等。Based on the above implementation, the target mobile data can be filtered from the mobile data of multiple users, and the description information of the target mobile data can be displayed, so as to realize the key display of part of the mobile data, such as the display and introduction of popular exhibition points.
本领域技术人员可以理解,在具体实施方式的上述方法中,各步骤的撰写顺序并不意味着严格的执行顺序而对实施过程构成任何限定,各步骤的具体执行顺序应当以其功能和可能的内在逻辑确定。Those skilled in the art can understand that, in the above methods of the specific implementation, the writing order of the steps does not mean a strict execution order but constitutes any limitation on the implementation process. The specific execution order of each step should be based on its function and possibility. The inner logic is determined.
基于相同的构思,本公开实施例还提供了一种移动状态信息展示装置。参见图5所示,所述移动状态信息展示装置包括:第一获取模块501、第二获取模块502、以及确定模块503。Based on the same concept, the embodiments of the present disclosure also provide a mobile state information display device. Referring to FIG. 5, the mobile state information display device includes: a first obtaining module 501, a second obtaining module 502, and a determining module 503.
第一获取模块501,用于获取第一摄像装置的采集数据,所述采集数据包括采集的人脸图像以及所述第一摄像装置的标识信息;The first obtaining module 501 is configured to obtain collected data of a first camera device, where the collected data includes a collected face image and identification information of the first camera device;
第二获取模块502,用于获取所述第一摄像装置的标识信息对应的位置描述信息;The second acquiring module 502 is configured to acquire location description information corresponding to the identification information of the first camera device;
确定模块503,用于基于所述第一摄像装置的位置描述信息,确定所述人脸图像标识的目标用户的移动数据;The determining module 503 is configured to determine the movement data of the target user identified by the face image based on the position description information of the first camera device;
展示模块,用于利用所述移动数据,展示所述目标用户的移动状态信息。The display module is configured to use the mobile data to display the mobile state information of the target user.
一种可能的实施方式中,所述采集数据还包括所述人脸图像的采集时间;In a possible implementation manner, the collection data further includes the collection time of the face image;
所述确定模块503用于:在检测到所述采集时间之前的设定时间段内已得到所述目标用户的历史移动数据的情况下,基于所述第一摄像装置的位置描述信息对所述历史移动数据进行更新,得到所述移动数据。The determining module 503 is configured to: in the case where the historical movement data of the target user has been obtained within a set time period before the detection of the collection time, perform a comparison of the position description information of the first camera device to the The historical movement data is updated to obtain the movement data.
一种可能的实施方式中,所述移动数据包括所述历史移动数据和所述第一摄像装置的位置描述信息,所述历史移动数据包括至少一个第二摄像装置的位置描述信息。In a possible implementation manner, the movement data includes the historical movement data and the position description information of the first camera device, and the historical movement data includes the position description information of at least one second camera device.
其中,所述第二摄像装置为在所述采集时间之前的设定时间段内采集到所述目标用户的人脸图像的摄像装置。Wherein, the second camera device is a camera device that collects the face image of the target user within a set time period before the collection time.
一种可能的实施方式中,所述展示模块用于:按照设定的切换特效,将展示的与所述历史移动数据对应的所述目标用户的移动状态信息,切换为所述移动数据对应的所述目标用户的移动状态信息。In a possible implementation manner, the display module is configured to switch the displayed mobile state information of the target user corresponding to the historical mobile data to the mobile state information corresponding to the mobile data according to the set switching special effect. The mobile status information of the target user.
一种可能的实施方式中,所述采集数据还包括所述人脸图像的采集时间;In a possible implementation manner, the collection data further includes the collection time of the face image;
所述确定模块503用于:在检测到所述采集时间之前的设定时间段内未得到所述目标用户的历史移动数据的情况下,将所述第一摄像装置的位置描述信息作为所述移动数据。The determining module 503 is configured to: in the case that the historical movement data of the target user is not obtained within a set time period before the detection of the collection time, use the position description information of the first camera device as the Move data.
一种可能的实施方式中,所述展示模块,用于:按照设定的展示特效,展示所述移动数据对应的所述目标用户的移动状态信息。In a possible implementation manner, the display module is configured to display the mobile state information of the target user corresponding to the mobile data according to a set display special effect.
一种可能的实施方式中,所述移动状态信息包括以下信息中的一种或多种:In a possible implementation manner, the movement status information includes one or more of the following information:
所述目标用户经过的区域的位置标识、所述目标用户在每个区域的停留时长、以及所述目标用户经过同一区域的次数。The location identifier of the area passed by the target user, the length of stay of the target user in each area, and the number of times the target user passes through the same area.
一种可能的实施方式中,所述确定模块503还用于:获取包括所述目标用户在内的多个用户的移动数据;利用所述多个用户的移动数据,确定至少一种目标移动数据;所述展示模块,还用于:利用所述至少一种目标移动数据,展示所述目标移动数据的描述信息。In a possible implementation manner, the determining module 503 is further configured to: obtain the movement data of multiple users including the target user; use the movement data of the multiple users to determine at least one type of target movement data The display module is further configured to: use the at least one target mobile data to display the description information of the target mobile data.
一种可能的实施方式中,所述确定模块503,用于:基于所述多个用户的移动数据,确定分别表征不同种移动路线的多种移动数据;确定所述多种移动数据中每种移动数据的热度信息;基于所述每种移动数据的热度信息,选取所述多种移动数据中的至少一种移动数据作为所述至少一种目标移动数据。In a possible implementation manner, the determining module 503 is configured to: based on the movement data of the multiple users, determine multiple types of movement data representing different types of movement routes; and determine each type of the multiple types of movement data. The popularity information of mobile data; based on the popularity information of each type of mobile data, at least one of the multiple types of mobile data is selected as the at least one target mobile data.
一种可能的实施方式中,所述每种移动数据的热度信息包括该种移动数据的数量;In a possible implementation manner, the popularity information of each type of mobile data includes the quantity of that type of mobile data;
所述确定模块503用于:基于每种移动数据的数量,选取所述多种移动数据中的所述数量大于设定阈值的至少一种移动数据作为所述至少一种目标移动数据;或者,将所述多种移动数据按照其各自的数量的降序排列,选取排列后的所述多种移动数据中的前N种移动数据作为所述至少一种目标移动数据,其中N为正整数。The determining module 503 is configured to: based on the quantity of each type of movement data, select at least one type of movement data of the multiple types of movement data whose quantity is greater than a set threshold as the at least one type of target movement data; or, The multiple types of mobile data are arranged in descending order of their respective numbers, and the top N types of mobile data among the arranged multiple types of mobile data are selected as the at least one target mobile data, where N is a positive integer.
一种可能的实施方式中,所述目标移动数据的描述信息包括以下信息中的一种或多种:所述目标移动数据对应的目标移动路线、经过所述目标移动路线的用户数量、经过所述目标移动路线花费的时长。In a possible implementation manner, the description information of the target movement data includes one or more of the following information: the target movement route corresponding to the target movement data, the number of users passing through the target movement route, and State the time spent on the target moving route.
在一些实施例中,本公开实施例提供的装置具有的功能或包含的模板可以用于执行上文方法实施例描述的方法,其具体实现可以参照上文方法实施例的描述,为了简洁,这里不再赘述。In some embodiments, the functions or templates contained in the device provided in the embodiments of the present disclosure can be used to execute the methods described in the above method embodiments. For specific implementation, refer to the description of the above method embodiments. For brevity, here No longer.
基于同一技术构思,本公开实施例还提供了一种电子设备。参照图6所示,所述电子设备包括:处理器601、存储器602、和总线603。其中,存储器602包括内存6021和外部存储器6022。这里的内存6021也称内存储器,用于暂时存放处理器601中的运算数据,以及与硬盘等外部存储器6022交换的数据,处理器601通过内存6021与 外部存储器6022进行数据交换。当电子设备600运行时,处理器601与存储器602之间通过总线603通信。所述存储器602存储有所述处理器601可执行的机器可读指令,所述机器可读指令被处理器601执行时,使所述处理器可以实现上述任一种移动状态信息展示方法。Based on the same technical concept, the embodiments of the present disclosure also provide an electronic device. Referring to FIG. 6, the electronic device includes: a processor 601, a memory 602, and a bus 603. The memory 602 includes a memory 6021 and an external memory 6022. The memory 6021 here is also called internal memory, which is used to temporarily store calculation data in the processor 601 and data exchanged with an external memory 6022 such as a hard disk. The processor 601 exchanges data with the external memory 6022 through the memory 6021. When the electronic device 600 is running, the processor 601 and the memory 602 communicate through the bus 603. The memory 602 stores machine-readable instructions executable by the processor 601, and when the machine-readable instructions are executed by the processor 601, the processor can implement any one of the aforementioned methods for displaying movement state information.
其中,处理器601执行的具体处理过程可参照上述方法实施例中的描述,这里不再展开说明。For the specific processing procedure executed by the processor 601, reference may be made to the description in the foregoing method embodiment, and the description is not repeated here.
此外,本公开实施例还提供一种计算机可读存储介质,该计算机可读存储介质上存储有计算机程序,其中,该计算机程序被处理器执行时,使所述处理器可以实现上述任一种移动状态信息展示方法。In addition, the embodiments of the present disclosure also provide a computer-readable storage medium with a computer program stored on the computer-readable storage medium, wherein, when the computer program is executed by a processor, the processor can implement any of the above Display method of mobile status information.
本公开实施例所提供的移动状态信息展示方法的计算机程序产品,包括存储了程序代码的计算机可读存储介质,所述程序代码包括的指令可用于执行上述方法实施例中所述的移动状态信息展示方法的步骤,具体可参见上述方法实施例,在此不再赘述。The computer program product of the mobile state information display method provided by the embodiment of the present disclosure includes a computer-readable storage medium storing program code, and the program code includes instructions that can be used to execute the mobile state information described in the above method embodiment For the steps of the display method, please refer to the foregoing method embodiment for details, which will not be repeated here.
所属领域的技术人员可以清楚地了解到,为描述的方便和简洁,上述描述的系统和装置的具体工作过程,可以参考方法实施例中的过程,在此不再赘述。应该理解到,在本公开所提供的实施例中,所公开的系统、装置和方法,可以通过其它的方式实现。以上所描述的装置实施例仅仅是示意性的,例如,所述单元的划分,仅仅为一种逻辑功能划分,实际实现时可以有另外的划分方式。又例如,多个单元或组件可以结合或者可以集成到另一个系统,或一些特征可以忽略,或不执行。另一点,所显示或讨论的相互之间的耦合或直接耦合或通信连接可以是通过一些通信接口,装置或单元的间接耦合或通信连接,可以是电性,机械或其它的形式。Those skilled in the art can clearly understand that, for the convenience and conciseness of description, the specific working process of the system and device described above can refer to the process in the method embodiment, which will not be repeated here. It should be understood that in the embodiments provided in the present disclosure, the disclosed system, device, and method may be implemented in other ways. The device embodiments described above are only illustrative. For example, the division of the units is only a logical function division, and there may be other division methods in actual implementation. For another example, multiple units or components may be combined or integrated into another system, or some features may be omitted or not implemented. In addition, the displayed or discussed mutual coupling or direct coupling or communication connection may be indirect coupling or communication connection through some communication interfaces, devices or units, and may be in electrical, mechanical or other forms.
所述作为分离部件说明的单元可以是或者也可以不是物理上分开的,作为单元显示的部件可以是或者也可以不是物理单元,即可以位于一个地方,或者也可以分布到多个网络单元上。可以根据实际的需要选择其中的部分或者全部单元来实现本公开的实施例的目的。The units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or they may be distributed on multiple network units. Some or all of the units may be selected according to actual needs to achieve the objectives of the embodiments of the present disclosure.
另外,在本公开各个实施例中的各功能单元可以集成在一个处理单元中,也可以是各个单元单独物理存在,也可以两个或两个以上单元集成在一个单元中。In addition, the functional units in the various embodiments of the present disclosure may be integrated into one processing unit, or each unit may exist alone physically, or two or more units may be integrated into one unit.
所述功能如果以软件功能单元的形式实现并作为独立的产品销售或使用时,可以存储在一个处理器可执行的非易失的计算机可读取存储介质中。基于这样的理解,本公开的实施例本质上或者说对现有技术做出贡献的部分或者该实施例的部分可以以软 件产品的形式体现出来。该计算机软件产品存储在一个存储介质中,包括若干指令用以使得一台计算机设备,例如个人计算机,服务器,或者网络设备等,执行本公开各个实施例所述方法的全部或部分步骤。而前述的存储介质包括:U盘、移动硬盘、只读存储器(Read-Only Memory,ROM)、随机存取存储器(Random Access Memory,RAM)、磁碟或者光盘等各种可以存储程序代码的介质。If the function is implemented in the form of a software functional unit and sold or used as an independent product, it can be stored in a non-volatile computer readable storage medium executable by a processor. Based on this understanding, the embodiments of the present disclosure can be embodied in the form of software products in essence, or a part that contributes to the prior art, or a part of the embodiment. The computer software product is stored in a storage medium and includes several instructions to make a computer device, such as a personal computer, a server, or a network device, execute all or part of the steps of the methods described in the various embodiments of the present disclosure. The aforementioned storage media include: U disk, mobile hard disk, read-only memory (Read-Only Memory, ROM), random access memory (Random Access Memory, RAM), magnetic disks or optical disks and other media that can store program codes. .
以上仅为本公开的一些实施方式,但本公开的保护范围并不局限于此。任何熟悉本技术领域的技术人员基于本公开而轻易想到的变化或替换都应涵盖在本公开的范围之内。因此,本公开的范围由权利要求确定。The above are only some embodiments of the present disclosure, but the protection scope of the present disclosure is not limited thereto. Any changes or substitutions that can be easily conceived by those skilled in the art based on the present disclosure shall fall within the scope of the present disclosure. Therefore, the scope of the present disclosure is determined by the claims.

Claims (24)

  1. 一种移动状态信息展示方法,包括:A method for displaying mobile status information, including:
    获取第一摄像装置的采集数据,所述采集数据包括采集的人脸图像以及所述第一摄像装置的标识信息;Acquiring collected data of a first camera device, where the collected data includes a collected face image and identification information of the first camera device;
    获取所述第一摄像装置的标识信息对应的位置描述信息;Acquiring location description information corresponding to the identification information of the first camera device;
    基于所述第一摄像装置的位置描述信息,确定所述人脸图像标识的目标用户的移动数据;Determining the movement data of the target user identified by the face image based on the position description information of the first camera device;
    利用所述移动数据,展示所述目标用户的移动状态信息。Using the mobile data, display the mobile status information of the target user.
  2. 根据权利要求1所述的方法,其中,所述采集数据还包括所述人脸图像的采集时间;The method according to claim 1, wherein the collection data further includes the collection time of the face image;
    所述基于所述第一摄像装置的位置描述信息,确定所述人脸图像标识的目标用户的移动数据,包括:The determining the movement data of the target user identified by the face image based on the position description information of the first camera device includes:
    在检测到所述采集时间之前的设定时间段内已得到所述目标用户的历史移动数据的情况下,基于所述第一摄像装置的位置描述信息对所述历史移动数据进行更新,得到所述移动数据。When it is detected that the historical movement data of the target user has been obtained within the set time period before the collection time, the historical movement data is updated based on the position description information of the first camera device to obtain all the historical movement data.述Mobile data.
  3. 根据权利要求2所述的方法,其中,The method of claim 2, wherein:
    所述移动数据包括所述历史移动数据和所述第一摄像装置的位置描述信息,所述历史移动数据包括至少一个第二摄像装置的位置描述信息;The movement data includes the historical movement data and the position description information of the first camera device, and the historical movement data includes the position description information of at least one second camera device;
    所述第二摄像装置为在所述采集时间之前的设定时间段内采集到所述目标用户的人脸图像的摄像装置。The second camera device is a camera device that collects the face image of the target user within a set time period before the collection time.
  4. 根据权利要求2或3所述的方法,其中,所述利用所述移动数据,展示所述目标用户的移动状态信息,包括:The method according to claim 2 or 3, wherein the using the mobile data to display the mobile status information of the target user comprises:
    按照设定的切换特效,将展示的与所述历史移动数据对应的所述目标用户的移动状态信息,切换为所述移动数据对应的所述目标用户的移动状态信息。According to the set switching special effect, the displayed movement state information of the target user corresponding to the historical movement data is switched to the movement state information of the target user corresponding to the movement data.
  5. 根据权利要求1所述的方法,其中,所述采集数据还包括所述人脸图像的采集时间;The method according to claim 1, wherein the collection data further includes the collection time of the face image;
    所述基于所述第一摄像装置的位置描述信息,确定所述人脸图像标识的目标用户的移动数据,包括:The determining the movement data of the target user identified by the face image based on the position description information of the first camera device includes:
    在检测到所述采集时间之前的设定时间段内未得到所述目标用户的历史移动数据的情况下,将所述第一摄像装置的位置描述信息作为所述移动数据。In a case where the historical movement data of the target user is not obtained within a set time period before the detection of the collection time, the position description information of the first camera device is used as the movement data.
  6. 根据权利要求5所述的方法,其中,所述利用所述移动数据,展示所述目标用 户的移动状态信息,包括:The method according to claim 5, wherein the using the mobile data to display the mobile status information of the target user comprises:
    按照设定的展示特效,展示所述移动数据对应的所述目标用户的移动状态信息。According to the set display special effect, display the mobile state information of the target user corresponding to the mobile data.
  7. 根据权利要求1至6任一所述的方法,其中,所述移动状态信息包括以下信息中的一种或多种:The method according to any one of claims 1 to 6, wherein the movement status information includes one or more of the following information:
    所述目标用户经过的区域的位置标识、所述目标用户在每个区域的停留时长、以及所述目标用户经过同一区域的次数。The location identifier of the area passed by the target user, the length of stay of the target user in each area, and the number of times the target user passes through the same area.
  8. 根据权利要求1至7任一所述的方法,所述方法还包括:在确定所述人脸图像标识的目标用户的移动数据之后,The method according to any one of claims 1 to 7, further comprising: after determining the movement data of the target user identified by the face image,
    获取包括所述目标用户在内的多个用户的移动数据;Acquiring mobile data of multiple users including the target user;
    利用所述多个用户的移动数据,确定至少一种目标移动数据;Using the mobile data of the multiple users to determine at least one target mobile data;
    利用所述至少一种目标移动数据,展示所述目标移动数据的描述信息。Using the at least one target movement data, the description information of the target movement data is displayed.
  9. 根据权利要求8所述的方法,其中,所述利用所述多个用户的移动数据,确定至少一种目标移动数据,包括:The method according to claim 8, wherein the determining at least one target movement data by using the movement data of the multiple users comprises:
    基于所述多个用户的移动数据,确定分别表征不同种移动路线的多种移动数据;Based on the movement data of the multiple users, determine multiple types of movement data representing different types of movement routes;
    确定所述多种移动数据中每种移动数据的热度信息;Determining the popularity information of each type of mobile data in the multiple types of mobile data;
    基于所述每种移动数据的热度信息,选取所述多种移动数据中的至少一种移动数据作为所述至少一种目标移动数据。Based on the popularity information of each type of mobile data, at least one of the multiple types of mobile data is selected as the at least one target mobile data.
  10. 根据权利要求9所述的方法,其中,所述每种移动数据的热度信息包括该种移动数据的数量;The method according to claim 9, wherein the popularity information of each type of mobile data includes the quantity of that type of mobile data;
    所述基于所述每种移动数据的热度信息,选取所述多种移动数据中的至少一种移动数据作为所述至少一种目标移动数据,包括:The selecting at least one of the multiple types of mobile data as the at least one target mobile data based on the popularity information of each type of mobile data includes:
    基于所述每种移动数据的数量,选取所述多种移动数据中的所述数量大于设定阈值的至少一种移动数据作为所述至少一种目标移动数据;或者Based on the quantity of each type of movement data, selecting at least one type of movement data of the multiple types of movement data whose quantity is greater than a set threshold as the at least one type of target movement data; or
    将所述多种移动数据按照其各自的数量的降序排列,选取排列后的所述多种移动数据中的前N种移动数据作为所述至少一种目标移动数据,其中N为正整数。The multiple types of mobile data are arranged in descending order of their respective numbers, and the top N types of mobile data among the arranged multiple types of mobile data are selected as the at least one target mobile data, where N is a positive integer.
  11. 根据权利要求8至10任一所述的方法,其中,所述目标移动数据的描述信息包括以下信息中的一种或多种:The method according to any one of claims 8 to 10, wherein the description information of the target mobile data includes one or more of the following information:
    所述目标移动数据对应的目标移动路线、经过所述目标移动路线的用户数量、以及经过所述目标移动路线花费的时长。The target movement route corresponding to the target movement data, the number of users passing the target movement route, and the time spent passing the target movement route.
  12. 一种移动状态信息展示装置,包括:A mobile state information display device, including:
    第一获取模块,用于获取第一摄像装置的采集数据,所述采集数据包括采集的人脸 图像以及所述第一摄像装置的标识信息;The first acquisition module is configured to acquire the collected data of the first camera device, the collected data includes the collected face image and the identification information of the first camera device;
    第二获取模块,用于获取所述第一摄像装置的标识信息对应的位置描述信息;The second acquiring module is configured to acquire location description information corresponding to the identification information of the first camera device;
    确定模块,用于基于所述第一摄像装置的位置描述信息,确定所述人脸图像标识的目标用户的移动数据;A determining module, configured to determine the movement data of the target user identified by the face image based on the position description information of the first camera device;
    展示模块,用于利用所述移动数据,展示所述目标用户的移动状态信息。The display module is configured to use the mobile data to display the mobile state information of the target user.
  13. 根据权利要求12所述的装置,其中,所述采集数据还包括所述人脸图像的采集时间;The device according to claim 12, wherein the collection data further includes the collection time of the face image;
    所述确定模块用于:在检测到所述采集时间之前的设定时间段内已得到所述目标用户的历史移动数据的情况下,基于所述第一摄像装置的位置描述信息对所述历史移动数据进行更新,得到所述移动数据。The determining module is configured to: in the case where the historical movement data of the target user has been obtained within a set time period before the detection of the collection time, compare the historical movement data based on the position description information of the first camera device The mobile data is updated to obtain the mobile data.
  14. 根据权利要求13所述的装置,其中,The device according to claim 13, wherein:
    所述移动数据包括所述历史移动数据和所述第一摄像装置的位置描述信息,所述历史移动数据包括至少一个第二摄像装置的位置描述信息;The movement data includes the historical movement data and the position description information of the first camera device, and the historical movement data includes the position description information of at least one second camera device;
    所述第二摄像装置为在所述采集时间之前的设定时间段内采集到所述目标用户的人脸图像的摄像装置。The second camera device is a camera device that collects the face image of the target user within a set time period before the collection time.
  15. 根据权利要求13或14所述的装置,其中,The device according to claim 13 or 14, wherein:
    所述展示模块用于:按照设定的切换特效,将展示的与所述历史移动数据对应的所述目标用户的移动状态信息,切换为所述移动数据对应的所述目标用户的移动状态信息。The display module is configured to switch the displayed movement state information of the target user corresponding to the historical movement data to the movement state information of the target user corresponding to the movement data according to the set switching special effect .
  16. 根据权利要求12所述的装置,其中,所述采集数据还包括所述人脸图像的采集时间;The device according to claim 12, wherein the collection data further includes the collection time of the face image;
    所述确定模块用于:在检测到所述采集时间之前的设定时间段内未得到所述目标用户的历史移动数据的情况下,将所述第一摄像装置的位置描述信息作为所述移动数据。The determining module is configured to: in the case that the historical movement data of the target user is not obtained within a set time period before the collection time is detected, use the position description information of the first camera device as the movement data.
  17. 根据权利要求16所述的装置,其中,The device of claim 16, wherein:
    所述展示模块用于:按照设定的展示特效,展示所述移动数据对应的所述目标用户的移动状态信息。The display module is used to display the mobile state information of the target user corresponding to the mobile data according to the set display special effect.
  18. 根据权利要求12至17任一所述的装置,其中,所述移动状态信息包括以下信息中的一种或多种:The apparatus according to any one of claims 12 to 17, wherein the movement status information includes one or more of the following information:
    所述目标用户经过的区域的位置标识、所述目标用户在每个区域的停留时长、以及所述目标用户经过同一区域的次数。The location identifier of the area passed by the target user, the length of stay of the target user in each area, and the number of times the target user passes through the same area.
  19. 根据权利要求12至18任一所述的装置,其中,The device according to any one of claims 12 to 18, wherein:
    所述确定模块还用于:获取包括所述目标用户在内的多个用户的移动数据;利用所 述多个用户的移动数据,确定至少一种目标移动数据;The determining module is further configured to: obtain the movement data of multiple users including the target user; use the movement data of the multiple users to determine at least one type of target movement data;
    所述展示模块还用于:利用所述至少一种目标移动数据,展示所述目标移动数据的描述信息。The display module is further configured to: use the at least one target movement data to display the description information of the target movement data.
  20. 根据权利要求19所述的装置,其中,所述确定模块用于:The device according to claim 19, wherein the determining module is configured to:
    基于所述多个用户的移动数据,确定分别表征不同种移动路线的多种移动数据;Based on the movement data of the multiple users, determine multiple types of movement data representing different types of movement routes;
    确定所述多种移动数据中每种移动数据的热度信息;Determining the popularity information of each type of mobile data in the multiple types of mobile data;
    基于所述每种移动数据的热度信息,选取所述多种移动数据中的至少一种移动数据作为所述至少一种目标移动数据。Based on the popularity information of each type of mobile data, at least one of the multiple types of mobile data is selected as the at least one target mobile data.
  21. 根据权利要求20所述的装置,其中,所述每种移动数据的热度信息包括该种移动数据的数量;The device according to claim 20, wherein the popularity information of each type of mobile data includes the quantity of that type of mobile data;
    所述确定模块用于:The determining module is used for:
    基于所述每种移动数据的数量,选取所述多种移动数据中的所述数量大于设定阈值的至少一种移动数据作为所述至少一种目标移动数据;或者Based on the quantity of each type of movement data, selecting at least one type of movement data of the multiple types of movement data whose quantity is greater than a set threshold as the at least one type of target movement data; or
    将所述多种移动数据按照其各自的数量的降序排列,选取排列后的所述多种移动数据中的前N种移动数据作为所述至少一种目标移动数据,其中N为正整数。The multiple types of mobile data are arranged in descending order of their respective numbers, and the top N types of mobile data among the arranged multiple types of mobile data are selected as the at least one target mobile data, where N is a positive integer.
  22. 根据权利要求19至21任一所述的装置,其中,所述目标移动数据的描述信息包括以下信息中的一种或多种:The device according to any one of claims 19 to 21, wherein the description information of the target mobile data includes one or more of the following information:
    所述目标移动数据对应的目标移动路线、经过所述目标移动路线的用户数量、以及经过所述目标移动路线花费的时长。The target movement route corresponding to the target movement data, the number of users passing the target movement route, and the time spent passing the target movement route.
  23. 一种电子设备,包括:An electronic device including:
    处理器;和Processor; and
    存储器,Memory,
    其中,所述存储器存储有所述处理器可执行的机器可读指令,所述机器可读指令被所述处理器执行时,使所述处理器实现如权利要求1至11任一所述的移动状态信息展示方法。Wherein, the memory stores machine-readable instructions executable by the processor, and when the machine-readable instructions are executed by the processor, the processor implements any one of claims 1 to 11 Display method of mobile status information.
  24. 一种计算机可读存储介质,该计算机可读存储介质上存储有计算机程序,其中,该计算机程序被处理器执行时,使所述处理器实现如权利要求1至11任一所述的移动状态信息展示方法。A computer-readable storage medium having a computer program stored on the computer-readable storage medium, wherein when the computer program is executed by a processor, the processor realizes the mobile state according to any one of claims 1 to 11 Information display method.
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