CN112158692A - Method and device for acquiring flow of target object in elevator - Google Patents
Method and device for acquiring flow of target object in elevator Download PDFInfo
- Publication number
- CN112158692A CN112158692A CN202010939661.6A CN202010939661A CN112158692A CN 112158692 A CN112158692 A CN 112158692A CN 202010939661 A CN202010939661 A CN 202010939661A CN 112158692 A CN112158692 A CN 112158692A
- Authority
- CN
- China
- Prior art keywords
- target object
- elevator
- target
- data
- information
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Images
Classifications
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B66—HOISTING; LIFTING; HAULING
- B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
- B66B5/00—Applications of checking, fault-correcting, or safety devices in elevators
- B66B5/0006—Monitoring devices or performance analysers
- B66B5/0012—Devices monitoring the users of the elevator system
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B66—HOISTING; LIFTING; HAULING
- B66B—ELEVATORS; ESCALATORS OR MOVING WALKWAYS
- B66B1/00—Control systems of elevators in general
- B66B1/34—Details, e.g. call counting devices, data transmission from car to control system, devices giving information to the control system
- B66B1/3415—Control system configuration and the data transmission or communication within the control system
- B66B1/3423—Control system configuration, i.e. lay-out
Abstract
The invention discloses a method and a device for acquiring the flow of a target object in an elevator. The invention comprises the following steps: identifying a target object in a target elevator and obtaining an identification result of the target object; determining data of the target object according to the identification result, wherein the data of the target object at least comprises an ID corresponding to the target object and a basic attribute of the target object; and determining the data of the target object as the flow corresponding to the target object. By the method and the device, the technical problem of low data acquisition efficiency caused by the fact that the flow of people or pets in the elevator is acquired by a small sample questionnaire in the related technology is solved.
Description
Technical Field
The invention relates to the field of advertisement data analysis, in particular to a method and a device for acquiring flow of a target object in an elevator.
Background
The elevator has become the indispensable hardware products in areas such as house, official working, amusement place now more and more, the flow of people who takes the elevator is also expanding sharply, advertisement broadcast in the elevator, elevator security system all need quick real-time statistics elevator flow of people and crowd information data, the quantity that the pet took the elevator also rises sharply simultaneously, the elevator position that the desideratum who sells pet relevant commodity is urgent when the advertising of putting off the line advertisement knows where is the more concentrated region of pet, the position pet quantity of where is less, and can carry out different commodity advertisement to different pet varieties and put in.
Generally, some investigation point locations are selected through manual counting in the related art, professional statistical personnel arrive at the elevator point locations to perform manual counting and information acquisition, and elevator riding times are collected through small sample investigation questionnaires to calculate pedestrian volume and crowd information.
In view of the above problems in the related art, no effective solution has been proposed.
Disclosure of Invention
The invention mainly aims to provide a method and a device for acquiring the flow of a target object in an elevator, and aims to solve the technical problem that the data acquisition efficiency is low because the flow of people or pets in the elevator is acquired through a small sample questionnaire in the related technology.
To achieve the above object, according to one aspect of the present invention, a method of acquiring a flow rate of a target object in an elevator is provided. The invention comprises the following steps: identifying a target object in a target elevator and obtaining an identification result of the target object; determining data of the target object according to the identification result, wherein the data of the target object at least comprises an ID corresponding to the target object and a basic attribute of the target object; and determining the data of the target object as the flow corresponding to the target object.
Further, before identifying the target object in the target elevator and obtaining the identification result of the target object, the method comprises the following steps: collecting videos in a target elevator through a camera, wherein the camera is installed in the target elevator; and acquiring information of terminal equipment existing in the target elevator through a wifi probe, wherein the information of the terminal equipment at least comprises the MAC address of the terminal equipment.
Further, identifying the target object in the target elevator and obtaining the identification result of the target object comprises: analyzing the video frame by frame to obtain an image of a target object; identifying face information contained in the video according to the image of the target object, wherein the face information is at least one of the following: human face information, pet face information; the recognized face information is determined as a recognition result.
Further, determining the data of the target object according to the recognition result includes: generating an ID corresponding to the target object according to the recognized face information, wherein the face information corresponds to the ID one to one; acquiring information of terminal equipment acquired while identifying a target object, and associating the information of the terminal equipment with an ID of the target object, wherein the information of the terminal equipment corresponds to the ID of the target object one by one; and determining the ID corresponding to the target object and the information of the terminal equipment corresponding to the ID as the data of the target object.
Further, before determining the data of the target object according to the recognition result, the method further includes: carrying out duplicate removal processing on the target object through the image corresponding to the target object, and calculating the frequency of the target object appearing in the target elevator in a preset time period; determining the data of the target object according to the recognition result further comprises: identifying the basic attribute of the target object through the image corresponding to the target object, and mapping and associating the basic attribute of the target object with the ID of the target object; and determining the frequency of the target object appearing in a preset time period and the basic attribute of the target object as the data of the target object.
Further, after determining the data of the target object as the traffic corresponding to the target object, the method further includes: and displaying the traffic of the target object in the data statistical analysis graph for advertisement putting analysis.
In order to achieve the above object, according to another aspect of the present invention, there is provided an apparatus for acquiring a flow rate of a target object in an elevator. The device includes: the identification unit is used for identifying the target object in the target elevator and obtaining the identification result of the target object; the first determining unit is used for determining data of the target object according to the identification result, wherein the data of the target object at least comprises an ID corresponding to the target object and a basic attribute of the target object; and the second determining unit is used for determining the data of the target object as the flow corresponding to the target object.
In order to achieve the above object, according to another aspect of the present invention, a "computer-readable storage medium" or a "non-volatile storage medium", which includes a stored program, is provided, wherein when the program is executed, a device in which the "computer-readable storage medium" or the "non-volatile storage medium" is controlled to execute the above method for acquiring the target object flow in the elevator.
In order to achieve the above object, according to another aspect of the present invention, a "computer-readable storage medium" or a "non-volatile storage medium", which includes a stored program, is provided, wherein when the program is executed, a device in which the "computer-readable storage medium" or the "non-volatile storage medium" is controlled to execute the above method for acquiring the target object flow in the elevator.
The invention adopts the following steps: identifying a target object in a target elevator and obtaining an identification result of the target object; determining data of the target object according to the identification result, wherein the data of the target object at least comprises an ID corresponding to the target object and a basic attribute of the target object; the data of the target object is determined as the flow rate corresponding to the target object, the technical problem that the data acquisition efficiency is low due to the fact that the flow rate of people or pets in the elevator is acquired through a small sample questionnaire in the related technology is solved, and the technical effect of improving the advertisement putting efficiency of the elevator is achieved.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate an embodiment of the invention and, together with the description, serve to explain the invention and not to limit the invention. In the drawings:
fig. 1 is a flow chart of a method for obtaining a flow of a target object in an elevator according to an embodiment of the present invention; and
fig. 2 is a schematic diagram of an apparatus for obtaining a flow rate of a target object in an elevator according to an embodiment of the present invention.
Detailed Description
It should be noted that the embodiments and features of the embodiments may be combined with each other without conflict. The present invention will be described in detail below with reference to the embodiments with reference to the attached drawings.
In order to make the technical solutions of the present invention better understood, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It should be noted that the terms "first," "second," and the like in the description and claims of the present invention and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged under appropriate circumstances in order to facilitate the description of the embodiments of the invention herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
For convenience of description, some terms or expressions referring to the embodiments of the present invention are explained below:
a WIFI probe: the WIFI probe technology is based on a WIFI detection technology to identify a smart phone or a WIFI terminal (a notebook, a tablet computer and the like) which is close to an AP (wireless access point) and has opened WIFI, and the WIFI probe can identify information of a user without accessing the WIFI by the user. When we walk into the probe signal coverage area and our wifi device is turned on, our device can be detected by the probe, whether the IOS or android system can easily detect, and obtain the MAC address of the device.
Has the following characteristics:
1. the user does not need to participate and is not required to be connected to the network;
2. android ISO full compatibility
3. Automatic detection of mobile phone MAC address in area
4. Mobile phone and flat panel detection
As long as a WIFI device is in the interception range of the WIFI probe, when the WIFI device (no matter a terminal, a router or other WIFI devices) sends any Frame (Frame), no matter who the WIFI device sends the Frame, the probe can intercept and capture the Frame, and analyze some information of the Frame, such as the MAC address, the Frame type, the signal strength and the like of the sending and receiving device. The probe is transparent to surrounding wifi devices, the probe does not require any interaction with any surrounding devices, and does not itself need to emit any wifi signals.
According to an embodiment of the present invention, a method of obtaining a flow of a target object within an elevator is provided.
Fig. 1 is a flow chart of a method for obtaining a flow of a target object in an elevator according to an embodiment of the present invention. As shown in fig. 1, the present invention comprises the steps of:
step S101, identifying a target object in a target elevator and obtaining an identification result of the target object;
step S102, determining data of a target object according to the identification result, wherein the data of the target object at least comprises an ID corresponding to the target object and a basic attribute of the target object;
step S103, determining the data of the target object as the flow rate corresponding to the target object.
Specifically, the embodiment of the application provides a method for determining data of a target object in an elevator by performing video recognition on the target object, wherein the elevator is an essential device in daily life of people, so that the target object in the application is a person or a pet, and the data corresponding to the target object is determined as a flow corresponding to the target object.
The embodiment of the invention provides a method for acquiring the flow of a target object in an elevator, which is characterized in that the target object in the target elevator is identified, and the identification result of the target object is acquired; determining data of the target object according to the identification result, wherein the data of the target object at least comprises an ID corresponding to the target object and a basic attribute of the target object; the data of the target object is determined as the flow corresponding to the target object, so that the technical problem that the data acquisition efficiency is low due to the fact that the flow of people or pets in the elevator is acquired through a small sample questionnaire in the related technology is solved, and the technical effect of improving the advertisement putting efficiency of the elevator is achieved.
Optionally, before the target object in the target elevator is identified and the identification result of the target object is obtained, the method includes: collecting videos in a target elevator through a camera, wherein the camera is installed in the target elevator; and acquiring information of terminal equipment existing in the target elevator through a wifi probe, wherein the information of the terminal equipment at least comprises the MAC address of the terminal equipment.
Specifically, in this application, at first install camera and WIFI probe in the elevator, gather the video in the elevator in real time through the camera to gather the information of the terminal equipment that exists in the target elevator through the WIFI probe, know by WIFI probe technique, can gather the MAC address of the terminal equipment that exists in the certain limit through the WIFI probe, wherein, the information of the terminal equipment that gathers through the WIFI probe still includes terminal equipment's type and signal strength etc..
Optionally, identifying the target object in the target elevator, and obtaining the identification result of the target object comprises: analyzing the video frame by frame to obtain an image of a target object; identifying face information contained in the video according to the image of the target object, wherein the face information is at least one of the following: human face information, pet face information; the recognized face information is determined as a recognition result.
In the above manner, the video acquired by the camera is transmitted to the background server in real time, the background server divides the video frame by frame, and performs face recognition on the face information in the picture through the divided picture, wherein the face information in the picture is the face of a human or a pet, and the recognized face information is determined as the recognition result of the video.
Optionally, determining the data of the target object according to the recognition result includes: generating an ID corresponding to the target object according to the recognized face information, wherein the face information corresponds to the ID one to one; acquiring information of terminal equipment acquired while identifying a target object, and associating the information of the terminal equipment with an ID of the target object, wherein the information of the terminal equipment corresponds to the ID of the target object one by one; and determining the ID corresponding to the target object and the information of the terminal equipment corresponding to the ID as the data of the target object.
Specifically, for the identified face information, an ID corresponding to each face information is generated, and meanwhile, the information of the terminal device collected by the WIFI probe is acquired according to the time period in which the identified face information is located.
Further, if the recognized face information is the face information, the information of the terminal device, which is collected by the WIFI probe at the same time as the video containing the face information, is acquired, and therefore, when the recognized face information is the face, the information of the terminal device, which is collected at the same time, is also associated with the generated ID number.
In another optional embodiment, if the identified face information is the face of the pet, a unique corresponding ID number is generated corresponding to the identified face of the pet, but if the identified face information is the face of the pet, the information of the terminal device collected by the WIFI probe does not need to be acquired.
In another alternative embodiment, if the face and the face of the pet are recognized in the same picture at the same time, a unique ID is generated corresponding to the face of the pet, a unique ID is generated corresponding to the recognized face, and meanwhile, the information of the terminal device collected in the same time period is associated with the ID corresponding to the face.
In another optional embodiment, if there are multiple persons in the same screen and information of multiple terminal devices exists in the same time period, in this case, the one-to-one correspondence relationship between the positions of the terminal devices and the human body displayed in the split screen may be traveled, for example, the terminal device 1 is closest to the person 1, and then the terminal device 1 is associated with the person 1.
Therefore, the face information of each identified pet corresponds to a unique ID, each face identified corresponds to a unique ID, and the information related to each ID is the data of the target object.
Optionally, before determining the data of the target object according to the recognition result, the method further includes: carrying out duplicate removal processing on the target object through the image corresponding to the target object, and calculating the frequency of the target object appearing in the target elevator in a preset time period; determining the data of the target object according to the recognition result further comprises: identifying the basic attribute of the target object through the image corresponding to the target object, and mapping and associating the basic attribute of the target object with the ID of the target object; and determining the frequency of the target object appearing in a preset time period and the basic attribute of the target object as the data of the target object.
In the above, regardless of whether the identified target object is a person or a pet, the deduplication filtering is required to calculate the total number of times of appearance of the target object within a preset time period, wherein preferably, the preset time period is 24 hours, and it should be noted that the specific preset time period is specifically set according to different situations.
Further, when the target object is a person, the information of the terminal device collected at the same time needs to be subjected to deduplication processing so as to make the calculated number of times of occurrence of the person within the preset time period more accurate.
Alternatively, basic information of the target object needs to be identified through analysis of the face information of the target object, wherein if the target object is a person, the corresponding basic information is information of sex, age, height and the like of the person, and if the identified target object is a pet, the corresponding basic information is size, variety, age and the like of the pet.
Further, the calculated number of times the target object appears within a preset time period and the corresponding basic information are all associated with the ID corresponding to the target object as data of the target object.
Optionally, after determining the data of the target object as the traffic corresponding to the target object, the method further includes: and displaying the traffic of the target object in the data statistical analysis graph for advertisement putting analysis.
In the embodiment provided by the present application, the data corresponding to the determined target object is determined as the traffic corresponding to the target object, and the traffic corresponding to the target object is displayed in the background data statistical analysis graph to display the traffic statistical information of the target object in the elevator spot of the advertiser who advertises in the elevator.
The traffic corresponding to the target object comprises a unique ID and also comprises associated information under the ID: the total times of the target objects appearing in the preset time period, the basic information of the target objects and the information of the terminal equipment corresponding to the target objects, so that the specific situation of the riding objects in the elevator points can be analyzed through the flow corresponding to the target objects determined by the method, and the traffic can be displayed to the advertiser in real time through the background to provide advertisement putting analysis for the advertiser.
It should be noted that, in the traffic statistics method for the target object of the target elevator provided in the embodiment of the present application, since there are a plurality of elevators to be counted, the collected data needs to be matched with the elevator point locations after the data is collected.
Therefore, by the method, the specific situation of the people riding in the elevator can be analyzed, and then the advertisement delivery analysis is provided for the advertiser through the background real-time display, so that the accuracy of the flow statistics of the target objects in the elevator is improved, the statistic cost is reduced, and the statistic efficiency is improved.
It should be noted that the steps illustrated in the flowcharts of the figures may be performed in a computer system such as a set of computer-executable instructions and that, although a logical order is illustrated in the flowcharts, in some cases, the steps illustrated or described may be performed in an order different than presented herein.
The embodiment of the invention also provides a device for acquiring the flow of the target object in the elevator, and it should be noted that the device for acquiring the flow of the target object in the elevator provided by the embodiment of the invention can be used for executing the method for acquiring the flow of the target object in the elevator provided by the embodiment of the invention. The following describes a device for acquiring the flow of a target object in an elevator according to an embodiment of the present invention.
Fig. 2 is a schematic diagram of an apparatus for obtaining a flow rate of a target object in an elevator according to an embodiment of the present invention. As shown in fig. 2, the apparatus includes: the identification unit 201 is used for identifying the target object in the target elevator and obtaining the identification result of the target object; a first determining unit 202, configured to determine data of a target object according to a recognition result, where the data of the target object at least includes an ID corresponding to the target object and a basic attribute of the target object; a second determining unit 203, configured to determine data of the target object as a flow rate corresponding to the target object.
The device for acquiring the flow of the target object in the elevator provided by the embodiment of the invention is used for identifying the target object in the target elevator and acquiring the identification result of the target object through the identification unit 201; a first determining unit 202, configured to determine data of a target object according to a recognition result, where the data of the target object at least includes an ID corresponding to the target object and a basic attribute of the target object; the second determining unit 203 is configured to determine the data of the target object as the flow rate corresponding to the target object, so that the technical problem of low data acquisition efficiency caused by acquiring the flow rate of people or pets in the elevator through a small sample questionnaire in the related art is solved, and the technical effect of improving the efficiency of analyzing the advertisement delivery of the elevator is achieved.
Optionally, the apparatus comprises: the first acquisition unit is used for acquiring videos in the target elevator through a camera before identifying a target object in the target elevator and obtaining an identification result of the target object, wherein the camera is installed in the target elevator; and the second acquisition unit is used for acquiring the information of the terminal equipment existing in the target elevator through the wifi probe, wherein the information of the terminal equipment at least comprises the MAC address of the terminal equipment.
Optionally, the identification unit 201 comprises: an analysis subunit, configured to perform frame-by-frame analysis on the video to obtain an image of the target object; the identification subunit is configured to identify face information included in the video according to the image of the target object, where the face information is at least one of: human face information, pet face information; a first determining subunit, configured to determine the recognized face information as a recognition result.
Optionally, the first determining unit 202 includes: a generation subunit, configured to generate an ID corresponding to the target object according to the recognized face information, where the face information corresponds to the ID one to one; the acquisition subunit is used for acquiring the information of the terminal equipment acquired while identifying the target object and associating the information of the terminal equipment with the ID of the target object, wherein the information of the terminal equipment corresponds to the ID of the target object one by one; and the second determining subunit is used for determining the ID corresponding to the target object and the information of the terminal equipment corresponding to the ID as the data of the target object.
Optionally, the apparatus further comprises: the calculating unit is used for performing duplicate removal processing on the target object through the image corresponding to the target object before determining the data of the target object according to the identification result, and calculating the frequency of the target object appearing in the target elevator in a preset time period; the first determination unit 202 further includes: the association subunit is used for identifying the basic attribute of the target object through the image corresponding to the target object and mapping and associating the basic attribute of the target object with the ID of the target object; and the third determining subunit is used for determining the number of times of appearance of the target object in the preset time period and the basic attribute of the target object as the data of the target object.
Optionally, the apparatus further comprises: and the display unit is used for displaying the flow of the target object in the data statistical analysis graph for advertisement putting analysis after the data of the target object is determined as the flow corresponding to the target object.
The device for acquiring the flow of the target object in the elevator comprises a processor and a memory, wherein the identification unit 201 and the like are stored in the memory as program units, and the processor executes the program units stored in the memory to realize corresponding functions.
The processor comprises a kernel, and the kernel calls the corresponding program unit from the memory. The kernel can be set to be one or more than one, and the technical problem that the data acquisition efficiency is not high due to the fact that the flow of people or pets in the elevator is acquired through a small sample questionnaire in the related technology is solved by adjusting the kernel parameters.
The memory may include volatile memory in a computer readable medium, Random Access Memory (RAM) and/or nonvolatile memory such as Read Only Memory (ROM) or flash memory (flash RAM), and the memory includes at least one memory chip.
Embodiments of the present invention provide a "computer-readable storage medium" or "non-volatile storage medium" having a program stored thereon, which when executed by a processor, implements a method of obtaining a flow of a target object in an elevator.
The embodiment of the invention provides a processor, which is used for running a program, wherein the program runs to execute a method for acquiring the flow of a target object in an elevator.
The embodiment of the invention provides equipment, which comprises a processor, a memory and a program which is stored on the memory and can run on the processor, wherein the processor executes the program and realizes the following steps: identifying a target object in a target elevator and obtaining an identification result of the target object; determining data of the target object according to the identification result, wherein the data of the target object at least comprises an ID corresponding to the target object and a basic attribute of the target object; and determining the data of the target object as the flow corresponding to the target object.
Optionally, before the target object in the target elevator is identified and the identification result of the target object is obtained, the method includes: collecting videos in a target elevator through a camera, wherein the camera is installed in the target elevator; and acquiring information of terminal equipment existing in the target elevator through a wifi probe, wherein the information of the terminal equipment at least comprises the MAC address of the terminal equipment.
Optionally, identifying the target object in the target elevator, and obtaining the identification result of the target object comprises: analyzing the video frame by frame to obtain an image of a target object; identifying face information contained in the video according to the image of the target object, wherein the face information is at least one of the following: human face information, pet face information; the recognized face information is determined as a recognition result.
Optionally, determining the data of the target object according to the recognition result includes: generating an ID corresponding to the target object according to the recognized face information, wherein the face information corresponds to the ID one to one; acquiring information of terminal equipment acquired while identifying a target object, and associating the information of the terminal equipment with an ID of the target object, wherein the information of the terminal equipment corresponds to the ID of the target object one by one; and determining the ID corresponding to the target object and the information of the terminal equipment corresponding to the ID as the data of the target object.
Optionally, before determining the data of the target object according to the recognition result, the method further includes: carrying out duplicate removal processing on the target object through the image corresponding to the target object, and calculating the frequency of the target object appearing in the target elevator in a preset time period; determining the data of the target object according to the recognition result further comprises: identifying the basic attribute of the target object through the image corresponding to the target object, and mapping and associating the basic attribute of the target object with the ID of the target object; and determining the frequency of the target object appearing in a preset time period and the basic attribute of the target object as the data of the target object.
Optionally, after determining the data of the target object as the traffic corresponding to the target object, the method further includes: and displaying the traffic of the target object in the data statistical analysis graph for advertisement putting analysis. The device herein may be a server, a PC, a PAD, a mobile phone, etc.
The invention also provides a computer program product adapted to perform a program for initializing the following method steps when executed on a data processing device: identifying a target object in a target elevator and obtaining an identification result of the target object; determining data of the target object according to the identification result, wherein the data of the target object at least comprises an ID corresponding to the target object and a basic attribute of the target object; and determining the data of the target object as the flow corresponding to the target object.
Optionally, before the target object in the target elevator is identified and the identification result of the target object is obtained, the method includes: collecting videos in a target elevator through a camera, wherein the camera is installed in the target elevator; and acquiring information of terminal equipment existing in the target elevator through a wifi probe, wherein the information of the terminal equipment at least comprises the MAC address of the terminal equipment.
Optionally, identifying the target object in the target elevator, and obtaining the identification result of the target object comprises: analyzing the video frame by frame to obtain an image of a target object; identifying face information contained in the video according to the image of the target object, wherein the face information is at least one of the following: human face information, pet face information; the recognized face information is determined as a recognition result.
Optionally, determining the data of the target object according to the recognition result includes: generating an ID corresponding to the target object according to the recognized face information, wherein the face information corresponds to the ID one to one; acquiring information of terminal equipment acquired while identifying a target object, and associating the information of the terminal equipment with an ID of the target object, wherein the information of the terminal equipment corresponds to the ID of the target object one by one; and determining the ID corresponding to the target object and the information of the terminal equipment corresponding to the ID as the data of the target object.
Optionally, before determining the data of the target object according to the recognition result, the method further includes: carrying out duplicate removal processing on the target object through the image corresponding to the target object, and calculating the frequency of the target object appearing in the target elevator in a preset time period; determining the data of the target object according to the recognition result further comprises: identifying the basic attribute of the target object through the image corresponding to the target object, and mapping and associating the basic attribute of the target object with the ID of the target object; and determining the frequency of the target object appearing in a preset time period and the basic attribute of the target object as the data of the target object.
Optionally, after determining the data of the target object as the traffic corresponding to the target object, the method further includes: and displaying the traffic of the target object in the data statistical analysis graph for advertisement putting analysis.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The present invention is described with reference to flowchart illustrations and/or block diagrams of methods, apparatus (systems), and computer program products according to embodiments of the invention. It will be understood that each flow and/or block of the flow diagrams and/or block diagrams, and combinations of flows and/or blocks in the flow diagrams and/or block diagrams, can be implemented by computer program instructions. These computer program instructions may be provided to a processor of a general purpose computer, special purpose computer, embedded processor, or other programmable data processing apparatus to produce a machine, such that the instructions, which execute via the processor of the computer or other programmable data processing apparatus, create means for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be stored in a computer-readable memory that can direct a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer-readable memory produce an article of manufacture including instruction means which implement the function specified in the flowchart flow or flows and/or block diagram block or blocks.
These computer program instructions may also be loaded onto a computer or other programmable data processing apparatus to cause a series of operational steps to be performed on the computer or other programmable apparatus to produce a computer implemented process such that the instructions which execute on the computer or other programmable apparatus provide steps for implementing the functions specified in the flowchart flow or flows and/or block diagram block or blocks.
In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.
The memory may include forms of volatile memory in a computer readable medium, Random Access Memory (RAM) and/or non-volatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). The memory is an example of a computer-readable medium.
Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), Digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, a computer readable medium does not include a transitory computer readable medium such as a modulated data signal and a carrier wave.
It should also be noted that the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in the process, method, article, or apparatus that comprises the element.
As will be appreciated by one skilled in the art, embodiments of the present invention may be provided as a method, system, or computer program product. Accordingly, the present invention may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present invention may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.
The above are merely examples of the present invention, and are not intended to limit the present invention. Various modifications and alterations to this invention will become apparent to those skilled in the art. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention should be included in the scope of the claims of the present invention.
Claims (10)
1. A method of obtaining flow of a target object within an elevator, comprising:
identifying a target object in a target elevator and obtaining an identification result of the target object;
determining data of the target object according to the identification result, wherein the data of the target object at least comprises an ID corresponding to the target object and a basic attribute of the target object;
and determining the data of the target object as the flow corresponding to the target object.
2. The method of claim 1, before identifying a target object within a target elevator and obtaining a recognition result of the target object, the method comprising:
collecting a video in the target elevator through a camera, wherein the camera is installed in the target elevator;
and acquiring information of terminal equipment existing in the target elevator through a wifi probe, wherein the information of the terminal equipment at least comprises the MAC address of the terminal equipment.
3. The method of claim 2, wherein identifying a target object within a target elevator and obtaining a recognition result of the target object comprises:
analyzing the video frame by frame to obtain an image of the target object;
identifying face information contained in the video according to the image of the target object, wherein the face information is at least one of the following: human face information, pet face information;
determining the recognized face information as the recognition result.
4. The method of claim 3, wherein determining the data of the target object according to the recognition result comprises:
generating an ID corresponding to the target object according to the identified face information, wherein the face information corresponds to the ID one to one;
acquiring information of the terminal equipment acquired while identifying the target object, and associating the information of the terminal equipment with the ID of the target object, wherein the information of the terminal equipment corresponds to the ID of the target object one by one;
and determining the ID corresponding to the target object and the information of the terminal equipment corresponding to the ID as the data of the target object.
5. The method of claim 3, comprising:
before determining the data of the target object according to the recognition result, the method further comprises: carrying out duplicate removal processing on the target object through the image corresponding to the target object, and calculating the times of the target object appearing in the target elevator in a preset time period;
determining the data of the target object according to the recognition result further comprises:
identifying basic attributes of the target object through the image corresponding to the target object, and mapping and associating the basic attributes of the target object with the ID of the target object;
and determining the number of times of occurrence of the target object in the preset time period and the basic attribute of the target object as the data of the target object.
6. The method of claim 1, wherein after determining the data of the target object as the traffic corresponding to the target object, the method further comprises:
and displaying the traffic of the target object in a data statistics analysis graph for advertisement putting analysis.
7. An apparatus for obtaining a flow of a target object in an elevator, comprising:
the identification unit is used for identifying a target object in a target elevator and obtaining an identification result of the target object;
a first determining unit, configured to determine data of the target object according to the identification result, where the data of the target object at least includes an ID corresponding to the target object and a basic attribute of the target object;
and the second determining unit is used for determining the data of the target object as the flow corresponding to the target object.
8. The apparatus of claim 7, wherein the apparatus comprises: the first acquisition unit is used for identifying a target object in a target elevator and obtaining the identification result of the target object,
collecting a video in the target elevator through a camera, wherein the camera is installed in the target elevator;
and the second acquisition unit is used for acquiring the information of the terminal equipment existing in the target elevator through a wifi probe, wherein the information of the terminal equipment at least comprises the MAC address of the terminal equipment.
9. A "computer-readable storage medium" or "non-volatile storage medium", characterized in that the "computer-readable storage medium" or "non-volatile storage medium" comprises a stored program, wherein when the program runs, the apparatus in which the "computer-readable storage medium" or "non-volatile storage medium" is controlled performs the method for obtaining the flow of the target object in the elevator according to any one of claims 1 to 6.
10. A processor, characterized in that the processor is adapted to run a program, wherein the program is run to perform a method of obtaining a flow of a target object in an elevator according to any of claims 1 to 6.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010939661.6A CN112158692B (en) | 2020-09-09 | 2020-09-09 | Method and device for acquiring flow of target object in elevator |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010939661.6A CN112158692B (en) | 2020-09-09 | 2020-09-09 | Method and device for acquiring flow of target object in elevator |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN112158692A true CN112158692A (en) | 2021-01-01 |
| CN112158692B CN112158692B (en) | 2022-04-08 |
Family
ID=73857727
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202010939661.6A Active CN112158692B (en) | 2020-09-09 | 2020-09-09 | Method and device for acquiring flow of target object in elevator |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN112158692B (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115367579A (en) * | 2021-05-19 | 2022-11-22 | 株式会社日立大厦系统 | Elevator system and maintenance method for elevator system |
Citations (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2003246567A (en) * | 2002-02-22 | 2003-09-02 | Toshiba Elevator Co Ltd | Balance weight for elevator |
| JP2005225634A (en) * | 2004-02-13 | 2005-08-25 | Mitsubishi Electric Corp | Display control system for elevator |
| CN104486680A (en) * | 2014-12-19 | 2015-04-01 | 珠海全志科技股份有限公司 | Video-based advertisement pushing method and system |
| CN106055557A (en) * | 2015-12-25 | 2016-10-26 | 中国科学技术信息研究所 | Method and system for classification and pre-processing of big data under Internet environment |
| CN107066978A (en) * | 2017-04-18 | 2017-08-18 | 云熠信息科技有限公司 | A kind of crowd's analysis of information collection method and system |
| CN108320178A (en) * | 2018-01-08 | 2018-07-24 | 深圳豪威显示科技有限公司 | A kind of advertisement sending method and device based on recognition of face |
| CN110363076A (en) * | 2019-06-04 | 2019-10-22 | 深圳奇迹智慧网络有限公司 | Personal information correlating method, device and terminal device |
| CN110706030A (en) * | 2019-09-26 | 2020-01-17 | 秒针信息技术有限公司 | Advertisement putting method, device, system and storage medium |
| CN111065044A (en) * | 2019-10-30 | 2020-04-24 | 武汉烽火众智数字技术有限责任公司 | Big data based data association analysis method and device and computer storage medium |
| CN111127113A (en) * | 2019-12-30 | 2020-05-08 | 杭州当虹科技股份有限公司 | Intelligent advertisement putting and counting method based on elevator screen |
| CN111160946A (en) * | 2019-04-17 | 2020-05-15 | 浙江诸暨美数信息科技有限公司 | Advertisement accurate delivery privacy protection method and system based on video technology |
| CN213802431U (en) * | 2020-11-10 | 2021-07-27 | 上海仙视电子科技有限公司 | Passenger flow statistics device based on face recognition |
-
2020
- 2020-09-09 CN CN202010939661.6A patent/CN112158692B/en active Active
Patent Citations (12)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| JP2003246567A (en) * | 2002-02-22 | 2003-09-02 | Toshiba Elevator Co Ltd | Balance weight for elevator |
| JP2005225634A (en) * | 2004-02-13 | 2005-08-25 | Mitsubishi Electric Corp | Display control system for elevator |
| CN104486680A (en) * | 2014-12-19 | 2015-04-01 | 珠海全志科技股份有限公司 | Video-based advertisement pushing method and system |
| CN106055557A (en) * | 2015-12-25 | 2016-10-26 | 中国科学技术信息研究所 | Method and system for classification and pre-processing of big data under Internet environment |
| CN107066978A (en) * | 2017-04-18 | 2017-08-18 | 云熠信息科技有限公司 | A kind of crowd's analysis of information collection method and system |
| CN108320178A (en) * | 2018-01-08 | 2018-07-24 | 深圳豪威显示科技有限公司 | A kind of advertisement sending method and device based on recognition of face |
| CN111160946A (en) * | 2019-04-17 | 2020-05-15 | 浙江诸暨美数信息科技有限公司 | Advertisement accurate delivery privacy protection method and system based on video technology |
| CN110363076A (en) * | 2019-06-04 | 2019-10-22 | 深圳奇迹智慧网络有限公司 | Personal information correlating method, device and terminal device |
| CN110706030A (en) * | 2019-09-26 | 2020-01-17 | 秒针信息技术有限公司 | Advertisement putting method, device, system and storage medium |
| CN111065044A (en) * | 2019-10-30 | 2020-04-24 | 武汉烽火众智数字技术有限责任公司 | Big data based data association analysis method and device and computer storage medium |
| CN111127113A (en) * | 2019-12-30 | 2020-05-08 | 杭州当虹科技股份有限公司 | Intelligent advertisement putting and counting method based on elevator screen |
| CN213802431U (en) * | 2020-11-10 | 2021-07-27 | 上海仙视电子科技有限公司 | Passenger flow statistics device based on face recognition |
Non-Patent Citations (3)
| Title |
|---|
| 周宇哲等: "基于多维度模式识别的智能定向广告屏", 《产业科技创新》 * |
| 戴天岩等: "对央视抽样收视率的评介和数据校正研究", 《广告大观(综合版)》 * |
| 高妮: "电梯广告媒体发展研究", 《新媒体研究》 * |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN115367579A (en) * | 2021-05-19 | 2022-11-22 | 株式会社日立大厦系统 | Elevator system and maintenance method for elevator system |
| CN115367579B (en) * | 2021-05-19 | 2023-11-03 | 株式会社日立大厦系统 | Elevator system and maintenance method for elevator system |
Also Published As
| Publication number | Publication date |
|---|---|
| CN112158692B (en) | 2022-04-08 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US11620678B2 (en) | Advertising method, device and system, and computer-readable storage medium | |
| US10395120B2 (en) | Method, apparatus, and system for identifying objects in video images and displaying information of same | |
| CN105678591A (en) | Video-analysis-based commercial intelligent operation decision-making support system and method | |
| TW201633241A (en) | Target address determining method and device | |
| US10178498B2 (en) | Method and device for signal processing | |
| CN104574146A (en) | Service recommending method and system | |
| CN112158692B (en) | Method and device for acquiring flow of target object in elevator | |
| CN110895768A (en) | Data processing method, device, system and storage medium | |
| CN110225141B (en) | Content pushing method and device and electronic equipment | |
| US11468377B2 (en) | System and method for creating a census hub in resource constrained regions | |
| US8315431B2 (en) | System and method for monitoring motion object | |
| CN113271471A (en) | Information display method, equipment and system | |
| US9892421B2 (en) | Measuring display effectiveness with interactive asynchronous applications | |
| EP4024313A1 (en) | Advertisement viewing information output method, advertisement viewing information output program, and information processing device | |
| CN113822367B (en) | Regional behavior analysis method, system and medium based on human face | |
| CN110968487A (en) | Abnormal data analysis method and device | |
| CN110930197B (en) | Data processing method, device and storage medium | |
| KR20220019750A (en) | Method for recommending contents style based on performance using artificial intelligence | |
| CN110223144B (en) | Information processing system and method for unmanned shopping, computer device and readable medium | |
| CN114201031A (en) | Time counting method and device for eye movement tracking | |
| KR102118336B1 (en) | System for analysis of behavior semantic in service area and method thereof | |
| AU2020202221A1 (en) | Privacy preserving visitor recognition and movement pattern analysis based on computer vision | |
| CN115457447B (en) | Moving object identification method, device and system, electronic equipment and storage medium | |
| KR101791098B1 (en) | System and method for providing of effect measurement and planning service of outdoor advertising | |
| CN208285553U (en) | A kind of user property analysis system based on wireless sensor |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |