CN112528750A - Population screening method, device, equipment and medium - Google Patents
Population screening method, device, equipment and medium Download PDFInfo
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- 238000012216 screening Methods 0.000 title claims abstract description 57
- 238000000034 method Methods 0.000 title claims abstract description 39
- 238000012544 monitoring process Methods 0.000 claims abstract description 102
- 238000005265 energy consumption Methods 0.000 claims abstract description 71
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- 230000005611 electricity Effects 0.000 claims description 19
- 238000004891 communication Methods 0.000 claims description 15
- 238000009434 installation Methods 0.000 claims description 7
- 238000004590 computer program Methods 0.000 claims description 4
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- 239000013307 optical fiber Substances 0.000 description 2
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
- G06V40/16—Human faces, e.g. facial parts, sketches or expressions
- G06V40/172—Classification, e.g. identification
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/40—Scenes; Scene-specific elements in video content
- G06V20/41—Higher-level, semantic clustering, classification or understanding of video scenes, e.g. detection, labelling or Markovian modelling of sport events or news items
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V20/00—Scenes; Scene-specific elements
- G06V20/50—Context or environment of the image
- G06V20/52—Surveillance or monitoring of activities, e.g. for recognising suspicious objects
Abstract
The embodiment of the invention discloses a group screening method, a group screening device, group screening equipment and a group screening medium. The method comprises the following steps: identifying a face image collected by a cell monitoring camera; when the person corresponding to the face image is identified as the person participating in the group, determining the information of the residential building where the person participating in the group comes in and goes out based on the cell monitoring camera which collects the face image of the person participating in the group for the last time; monitoring the energy consumption of each house in the residential building; and if the energy consumption of any residential building exceeds the consumption threshold, determining the residential building as the target group. The embodiment of the invention can improve the efficiency of screening the population.
Description
Technical Field
The embodiment of the invention relates to the technical field of security and protection, in particular to a group screening method, a group screening device, group screening equipment and a group screening medium.
Background
At present, group screening is generally realized by means of people reporting, manual visiting and the like. However, since the population is hidden, the efficiency of discovering the population is low. Therefore, how to quickly and effectively screen out the population becomes a problem which needs to be solved urgently at present.
Disclosure of Invention
The embodiment of the invention provides a population screening method, a population screening device, population screening equipment and a population screening medium, which can improve the efficiency of screening populations.
In a first aspect, an embodiment of the present invention provides a population screening method, including:
identifying a face image collected by a cell monitoring camera;
when the person corresponding to the face image is identified as a person participating in the group, determining information of the residential building where the person participating in the group comes in and goes out based on the cell monitoring camera which collects the face image of the person participating in the group for the last time;
monitoring energy consumption of each household in the residential building;
and if the energy consumption of any residential building exceeds the consumption threshold, determining the residential building of the residential building as a target group.
In a second aspect, an embodiment of the present invention further provides a population screening device, including:
the identification module is used for identifying the face image collected by the community monitoring camera;
the first determination module is used for determining the information of the residential building where people who participate in the group come in and go out based on the community monitoring camera which collects the face image of the people who participate in the group at the last time when the people corresponding to the face image are the people who participate in the group;
the monitoring module is used for monitoring the energy consumption of each household in the residential building;
and the second determining module is used for determining the residents of any residence as the target group if the energy consumption of the residence exceeds the consumption threshold.
In a third aspect, an embodiment of the present invention further provides an electronic device, including:
one or more processors;
a storage device for storing one or more programs,
when executed by the one or more processors, cause the one or more processors to implement the population screening method of any of the embodiments of the present invention.
In a fourth aspect, the present invention further provides a computer-readable storage medium, on which a computer program is stored, which when executed by a processor implements the population screening method according to any one of the embodiments of the present invention.
The technical scheme disclosed by the embodiment of the invention has the following beneficial effects:
the method comprises the steps of identifying face images acquired by a community monitoring camera, determining information of residential buildings in which people participating in a group come in and go out based on the community monitoring camera which acquires the face images of the people participating in the group at the last time when people corresponding to the face images are identified to be people participating in the group, monitoring energy consumption of each household in the residential buildings, and determining the household of the household as a target group when the energy consumption of any household exceeds a consumption threshold. Therefore, the problem of low efficiency when the group is found based on the modes of people reporting, manual visiting and the like is solved, the mode of combining face recognition and residential energy consumption is realized, the group is rapidly screened, and the efficiency of screening the group is improved.
Drawings
FIG. 1 is a schematic flow chart of a population screening method according to an embodiment of the present invention;
FIG. 2 is a schematic flow chart of a population screening method according to a second embodiment of the present invention;
FIG. 3 is a schematic flow chart of a population screening method provided in the third embodiment of the present invention;
FIG. 4 is a schematic structural diagram of a population screening device according to a fourth embodiment of the present invention;
fig. 5 is a schematic structural diagram of an electronic device according to a fifth embodiment of the present invention.
Detailed Description
The embodiments of the present invention will be described in further detail with reference to the drawings and examples. It is to be understood that the specific embodiments described herein are merely illustrative of and not restrictive on the broad invention. It should be further noted that, for convenience of description, only some structures, not all structures, relating to the embodiments of the present invention are shown in the drawings.
A population screening method, apparatus, device and medium provided by embodiments of the present invention will be described below with reference to the accompanying drawings.
Example one
Fig. 1 is a schematic flow chart of a population screening method according to an embodiment of the present invention, which may be applied to a scenario in which a population is effectively screened, where the method may be performed by a population screening device, and the device may be composed of hardware and/or software and may be integrated in an electronic device. In this embodiment, the electronic device may be any device having a data processing function, such as a server. The method specifically comprises the following steps:
and S101, identifying the face image collected by the community monitoring camera.
In the embodiment of the invention, the cell monitoring cameras are monitoring cameras arranged at the entrance and exit of the cell and monitoring cameras at different positions in the cell. Wherein, the monitoring cameras at different positions in the cell may be, but are not limited to: the monitoring cameras at the entrance and exit of each residential building, the monitoring cameras on different roads in the residential area, the monitoring cameras between adjacent residential buildings and the like are not particularly limited herein.
Optionally, when a face is sensed by any of the cell monitoring cameras, the cell monitoring cameras can trigger the operation of acquiring the face image, and after the face image is acquired, the acquired face image can be identified. Specifically, a face recognition technology can be adopted to recognize the collected face image. For example, the present embodiment identifies the collected face image, and the collected face image may be respectively matched with each face image in a preset face image library to obtain an identification result. The specific face recognition process can refer to the existing face recognition technology, and the description thereof is not repeated herein.
The preset face image library is face images of people who participate in the group. In this embodiment, the preset face image library may be a group screening organization that performs information registration on screened people participating in a group to obtain face images of people participating in the group, and further constructs a preset face image according to the face images of a plurality of people participating in the group.
It should be noted that, in the present embodiment, the registering of the information of the screened persons in the participating group may further include, in addition to the face image: the information such as name, identification card number and household registration address can be used for facilitating the screening organization to accurately identify group personnel.
S102, when the person corresponding to the face image is identified as a person participating in the group, determining information of the residential building where the person participating in the group comes in and goes out based on the community monitoring camera which collects the face image of the person participating in the group for the last time.
Wherein, the residential building information includes: a building number of a residential building and/or a unit number of a residential building.
Optionally, when the face image acquired by recognition is matched with the face image of any person who participates in the group, it is determined that the person corresponding to the face image is the person who participates in the group. Since the people who participated in the group are taught and modified, there is a possibility that they may participate in the group again. Therefore, when the person corresponding to the acquired face image is identified as a person participating in the group, the person needs to be continuously tracked to determine the information of the residential building where the person goes in and out, so as to provide conditions for checking whether a target group exists in the residential building.
In specific implementation, after the person corresponding to the acquired face image is identified as the person participating in the group for the first time, the electronic device can acquire video images acquired by all monitoring cameras in a cell, analyze the video images acquired by each cell monitoring camera, determine which cell monitoring cameras acquire the face images of the person participating in the group again, and acquire the cell monitoring camera of the face image of the person participating in the group for the last time. And then, determining the information of the residential building where the people participating in the group come in and go out based on the cell monitoring camera which collects the face image of the people participating in the group for the last time.
Generally, each residential building in a community has an entrance, and each entrance is provided with at least one monitoring camera so as to acquire images of each person entering the residential building in real time. When any residential building in a community has events such as theft or property loss, personnel can be checked based on personnel images acquired by monitoring cameras installed at the entrance and exit of the residential building. Based on this, in this embodiment, the monitoring camera installed at the entrance of each residential building can be used to determine the residential building information about the people participating in the group coming in and going out according to the installation position of the cell monitoring camera, which is acquired the last time by the cell monitoring camera collecting the face images of the people participating in the group.
For example, the determining of the information of the residential building where people participating in a group come in and go out based on the cell monitoring camera which last acquired the face image of the people participating in the group includes: determining the installation position of the community monitoring camera which acquires the face image of the people participating in the community for the last time; and determining the information of the residential building participating in the group personnel entering and exiting according to the installation position of the community monitoring camera.
For example, after the person corresponding to the face image is identified as the person participating in the group for the first time, if it is determined that the face image of the person participating in the group is acquired by the monitoring camera at the entrance/exit of the 10 th floor 1 unit in the cell for the last time, it is determined that the information of the residential building where the person participating in the group is present is the 10 th floor 1 unit.
In an optional embodiment of the present invention, when it is recognized that the person corresponding to the face image acquired by the cell monitoring camera is a person who participates in a group, an early warning message may be sent to the screening person. Therefore, the screening personnel can distribute and control the monitored personnel participating in the group based on the early warning message, and the personnel participating in the supervision district can be found in advance. The early warning message is specifically an early warning message for discovering people who participate in the group, and the early warning message can also carry information such as face images, names, identification numbers and/or household addresses of the people who participate in the group.
And S103, monitoring the energy consumption of each household in the residential building.
And S104, if the energy consumption of any residence exceeds the consumption threshold, determining the residents of the residence as a target group.
The energy refers to resources used in daily life, such as electricity, water, and gas. Energy consumption refers to the energy usage of a home.
In this embodiment, the consumption threshold refers to an energy consumption threshold, and may be specifically set adaptively according to a monitoring period. For example, if the monitoring period is one day, one day corresponds to one consumption threshold. For example, if the monitoring period is one week, one week corresponds to one consumption threshold value or the like. That is, the present embodiment may monitor the energy consumption amount of each household home according to the monitoring period. For example, if the monitoring period is one day, the energy consumption amount of each household is monitored once a day; if the monitoring period is one week, the energy consumption of each household, etc. is monitored once per week, which is not particularly limited herein. Preferably, the consumption threshold of the present embodiment may be an average value calculated according to the consumption of each home in each home building, and the average value is used as the consumption threshold.
Typically, one of the basic conditions for a group to conduct an activity is the need for an activity floor. Because the residents in the residential community are numerous and the residents are not familiar with each other, conditions are provided for the concealment of the community, and therefore, the community can gather members and take activities in the residential community. Because of the large number of people in the group, when the group collects members and takes activities in any residence in the residential district, the energy consumption of the residence is obviously higher than that of a normal residence.
Based on this, after determining the information of the residential building in which people participating in the group come and go, the embodiment may monitor the energy consumption of each household in the residential building, and compare the monitored energy consumption of each household with the consumption threshold. If the energy consumption of any household exceeds the consumption threshold, the fact that any household is possibly a housing site of the group is indicated, and the household of the household is determined as the target group.
As an alternative implementation manner, in the present embodiment, the energy consumption of each household living in the residential building is monitored, and the energy consumption of each household can be monitored by the monitor that establishes a communication connection with the energy consumption meter of each household. Wherein, when the energy source is electricity, the energy consumption meter is an electricity meter; when the energy source is water, the energy consumption meter is a water meter and the like.
According to the technical scheme provided by the embodiment of the invention, the face image acquired by the community monitoring camera is identified, when the person corresponding to the face image is identified as the person who participates in the community, the information of the residential building where the person who participates in the community comes in and goes out is determined based on the community monitoring camera which acquires the face image of the person who participates in the community for the last time, the energy consumption of each household in the residential building is monitored, and when the energy consumption of any household exceeds the consumption threshold, the household of the household is determined as the target community. Therefore, the problem of low efficiency when the group is found based on the modes of people reporting, manual visiting and the like is solved, the mode of combining face recognition and residential energy consumption is realized, the group is rapidly screened, and the efficiency of screening the group is improved.
Example two
Fig. 2 is a schematic flow chart of a population screening method according to a second embodiment of the present invention. Further optimization is performed on the basis of the above-described embodiments. Specifically, the method optimizes the monitoring of the energy consumption of each household in the residential building. As shown in fig. 2, the method specifically includes:
s201, identifying a face image collected by a cell monitoring camera.
S202, when the person corresponding to the face image is identified as a person participating in the group, determining the information of the residential building where the person participating in the group comes in and goes out based on the community monitoring camera which collects the face image of the person participating in the group for the last time.
And S203, monitoring the energy consumption of each household through a monitor which is in communication connection with the energy consumption meter of each household.
In general, the energy source may include: various resources used in daily life such as electricity, water, gas, and the like. Therefore, the present embodiment can control the monitors to communicate with the meters corresponding to the different kinds of resources according to the kinds of resources to monitor the consumption amounts of the different kinds of resources for each household in the residential building.
In specific implementation, the resource consumption of different types of each household in the residential building can be monitored in the following ways:
in a first mode
Monitoring the water usage of said individual dwelling via a first monitor communicatively coupled to said individual dwelling water meter.
Mode two
And monitoring the electricity consumption of each household through a second monitor which is in communication connection with the electricity meter of each household.
Mode III
And monitoring the gas consumption of each household through a third monitor which establishes communication connection with the gas meter of each household.
Wherein, the first monitor is a water quantity monitor; the second monitor is an electric quantity monitor; the third monitor is a gas flow monitor.
It should be noted that, in this embodiment, the energy consumption amount of each household can be monitored by monitoring the water meter, the electric meter and/or the gas meter end of each household. It is understood that the above three modes can be implemented individually or in combination with each other, and are not limited specifically herein. Of course, besides the above-mentioned several resources, other kinds of resources may be monitored, and there is no particular limitation to this.
And S204, if the energy consumption of any residence exceeds the consumption threshold, determining the residents of the residence as a target group.
Based on the above step S203, the energy source of each household may include electricity, water and/or gas. For this reason, when determining that the resident of any residence in the residential building is the target group, the embodiment may include: if the water consumption of any one residential building exceeds the water consumption threshold, determining the residential building of the residential building as a target group; and/or determining the residents of any one household as a target group if the electricity consumption of the household exceeds the electricity consumption threshold; and/or determining the residents of any one house as a target group if the gas consumption of the house exceeds a gas consumption threshold.
Further, after determining that the resident of any residence is the target group, the embodiment may further send an early warning message for group discovery to the screening person, so that the screening person may perform troubleshooting on the group based on the early warning message, so as to improve the group discovery efficiency.
According to the technical scheme provided by the embodiment of the invention, the face image acquired by the community monitoring camera is identified, when the person corresponding to the face image is identified as the person who participates in the community, the information of the residential building where the person who participates in the community comes in and goes out is determined based on the community monitoring camera which acquires the face image of the person who participates in the community for the last time, the energy consumption of each household in the residential building is monitored, and when the energy consumption of any household exceeds the consumption threshold, the household of the household is determined as the target community. Therefore, the problem of low efficiency when the group is found based on the modes of people reporting, manual visiting and the like is solved, the mode of combining face recognition and residential energy consumption is realized, the group is rapidly screened, and the efficiency of screening the group is improved. In addition, when the target group is determined, the early warning message for group discovery is sent to the screening personnel, so that the screening personnel can perform group investigation based on the early warning message, and the group discovery efficiency can be further improved.
EXAMPLE III
Fig. 3 is a schematic flow chart of a population screening method according to a third embodiment of the present invention, and the present embodiment is further optimized based on the above embodiments. As shown in fig. 3, the method is as follows:
s301, recognizing the face image collected by the community monitoring camera.
S302, when the person corresponding to the face image is identified as a person participating in the group, determining information of the residential building where the person participating in the group comes in and goes out based on the community monitoring camera which collects the face image of the person participating in the group for the last time.
And S303, determining the residence information in the renting state in the residential building.
Wherein, the residence information in the rental status may include: the basic information of the house, the basic information of the house owner and the basic information of the tenant. The basic information of the house includes: residential address, house type, residential area, etc.; the house owner basic information includes: house owner name, ID card number, contact phone number, household address, etc.; the basic information of the tenant comprises: tenant name, identification number, contact phone and household address, etc.
At present, groups often hold activities by renting houses to improve self-concealment. Therefore, after determining the information of the residential building where the people participating in the group come in and go out, the present embodiment can further determine the information of the residential building in the renting state.
Specifically, the information of the residence in the rental state in the community may be acquired from the community living committee, or may be acquired in other ways, and the information of the residence in the rental state in which the person belonging to the participating group goes in and out of the residential building may be counted.
S304, monitoring the energy consumption of the residence in the renting state.
And S305, if the energy consumption of any residence in the renting state exceeds a consumption threshold, determining the residents of the residence in the renting state as a target group.
Optionally, after determining the residence information in the residential building in the rental state, the embodiment may monitor the energy consumption of each residence in the residential building in the rental state, and compare the monitored energy consumption of each residence with the consumption threshold. If the energy consumption of any residence in the renting state exceeds the consumption threshold value, the residence in the renting state is possibly a group housing place, and then the residents of the residence are determined as the target group.
As an alternative implementation manner, in this embodiment, the energy consumption of each household in the residential building in the renting state is monitored, and the energy consumption of each household can be monitored by the monitor which establishes a communication connection with the energy consumption meter of each household. Specifically, the water consumption of each household can be monitored by a first monitor which is in communication connection with a water meter of each household; and/or monitoring the electricity consumption of each household through a second monitor which is in communication connection with the electricity meter of each household; and/or monitoring the gas consumption of each household through a third monitor which establishes communication connection with the gas meter of each household. It should be noted that each house in this embodiment specifically means each house in a rental state.
According to the technical scheme provided by the embodiment of the invention, the face image acquired by the community monitoring camera is identified, when the person corresponding to the face image is identified as the person who participates in the community, the information of the residential building where the person who participates in the community comes in and goes out is determined based on the community monitoring camera which acquires the face image of the person who participates in the community for the last time, the energy consumption of each household in the residential building is monitored, and when the energy consumption of any household exceeds the consumption threshold, the household of the household is determined as the target community. Therefore, the problem of low efficiency when the group is found based on the modes of people reporting, manual visiting and the like is solved, the mode of combining face recognition and residential energy consumption is realized, the group is rapidly screened, and the efficiency of screening the group is improved. In addition, energy consumption of residents who participate in group personnel to enter and exit the residential building in a renting state is monitored, so that the residential building in the renting state is managed, and favorable conditions are further provided for group discovery.
Example four
Fig. 4 is a schematic structural diagram of a population screening device according to a fourth embodiment of the present invention. The population screening device of the embodiment can be composed of hardware and/or software, and can be integrated in an electronic device. In this embodiment, the electronic device may be any device having a data processing function, such as a server device. As shown in FIG. 4, an embodiment of the present invention provides a population screening device 400 comprising: an identification module 410, a first determination module 420, a monitoring module 430, and a second determination module 440.
The identification module 410 is configured to identify a face image acquired by a cell monitoring camera;
a first determining module 420, configured to, when a person corresponding to the face image is a person who participates in a group, determine information of a residential building where the person who participates in the group comes in and goes out based on the cell monitoring camera that has acquired the face image of the person who participates in the group last time;
a monitoring module 430 for monitoring energy consumption of each household in the residential building;
a second determining module 440, configured to determine the residents of any one household as the target group if the energy consumption of the household exceeds the consumption threshold.
As an optional implementation manner of the embodiment of the present invention, the first determining module 420 is specifically configured to:
determining the installation position of the community monitoring camera which acquires the face image of the people participating in the community for the last time;
and determining the information of the residential building participating in the group personnel entering and exiting according to the installation position of the community monitoring camera.
As an optional implementation manner of the embodiment of the present invention, the monitoring module 430 is specifically configured to:
monitoring the energy consumption of said each household by a monitor that establishes a communication connection with the energy consumption meter of said each household.
As an optional implementation manner of the embodiment of the present invention, the monitoring module 430 is further configured to:
monitoring the water usage of said individual dwelling via a first monitor communicatively coupled to said water meter of said individual dwelling; and/or the presence of a gas in the gas,
monitoring the electricity consumption of each household through a second monitor which is in communication connection with the electricity meter of each household; and/or the presence of a gas in the gas,
and monitoring the gas consumption of each household through a third monitor which establishes communication connection with the gas meter of each household.
As an optional implementation manner of the embodiment of the present invention, the second determining module 440 is specifically configured to;
if the energy consumption of any residential building exceeds the consumption threshold, determining the residential building of the residential building as a target group, including:
if the water consumption of any one residential building exceeds the water consumption threshold, determining the residential building of the residential building as a target group; and/or the presence of a gas in the gas,
if the electricity consumption of any residential building exceeds the electricity consumption threshold, determining the residential building of the residential building as a target group; and/or the presence of a gas in the gas,
and if the gas consumption of any one residential building exceeds the gas consumption threshold, determining the residential building of the residential building as a target group.
As an optional implementation manner of the embodiment of the present invention, the apparatus 400 further includes: an early warning module;
the early warning module is used for sending early warning information to screening personnel.
As an optional implementation manner of the embodiment of the present invention, the apparatus 400 further includes: a third determination module;
the third determining module is used for determining the residence information in the renting state in the residential building;
correspondingly, the monitoring module 430 is specifically configured to:
energy consumption of a residence in a rental state is monitored.
It should be noted that the foregoing explanation of the embodiment of the population screening method is also applicable to the population screening device of this embodiment, and the implementation principle thereof is similar and will not be described herein again.
The technical scheme provided by the embodiment of the invention solves the problem of low efficiency when the group is found based on the modes of people reporting, manual visiting and the like, realizes the mode of combining face recognition and residential energy consumption, rapidly screens the group and improves the efficiency of screening the group.
EXAMPLE five
Fig. 5 is a schematic structural diagram of an electronic device according to a fifth embodiment of the present invention. Fig. 5 illustrates a block diagram of an exemplary electronic device 500 suitable for use in implementing embodiments of the present invention. The electronic device 500 shown in fig. 5 is only an example and should not bring any limitation to the functions and the scope of use of the embodiments of the present invention.
As shown in fig. 5, the electronic device 500 is embodied in the form of a general purpose computing device. The components of the electronic device 500 may include, but are not limited to: one or more processors or processing units 16, a system memory 28, and a bus 18 that couples various system components including the system memory 28 and the processing unit 16.
The system memory 28 may include computer system readable media in the form of volatile memory, such as Random Access Memory (RAM)30 and/or cache memory 32. The electronic device 500 may further include other removable/non-removable, volatile/nonvolatile computer system storage media. By way of example only, storage system 34 may be used to read from and write to non-removable, nonvolatile magnetic media (not shown in FIG. 5, and commonly referred to as a "hard drive"). Although not shown in FIG. 5, a magnetic disk drive for reading from and writing to a removable, nonvolatile magnetic disk (e.g., a "floppy disk") and an optical disk drive for reading from or writing to a removable, nonvolatile optical disk (e.g., a CD-ROM, DVD-ROM, or other optical media) may be provided. In these cases, each drive may be connected to bus 18 by one or more data media interfaces. Memory 28 may include at least one program product having a set (e.g., at least one) of program modules that are configured to carry out the functions of embodiments of the invention.
A program/utility 40 having a set (at least one) of program modules 42 may be stored, for example, in memory 28, such program modules 42 including, but not limited to, an operating system, one or more application programs, other program modules, and program data, each of which examples or some combination thereof may comprise an implementation of a network environment. Program modules 42 generally carry out the functions and/or methodologies of the described embodiments of the invention.
The electronic device 500 may also communicate with one or more external devices 14 (e.g., keyboard, pointing device, display 24, etc.), one or more devices that enable a user to interact with the electronic device 500, and/or any devices (e.g., network card, modem, etc.) that enable the electronic device 500 to communicate with one or more other computing devices. Such communication may be through an input/output (I/O) interface 22. Also, the electronic device 500 may communicate with one or more networks (e.g., a Local Area Network (LAN), a Wide Area Network (WAN), and/or a public network such as the Internet) via the network adapter 20. As shown, the network adapter 20 communicates with the other modules of the electronic device 500 over the bus 18. It should be appreciated that although not shown in the figures, other hardware and/or software modules may be used in conjunction with the electronic device 500, including but not limited to: microcode, device drivers, redundant processing units, external disk drive arrays, RAID systems, tape drives, and data backup storage systems, among others.
The processing unit 16 executes various functional applications and data processing by executing programs stored in the system memory 28, for example, to implement the population screening method provided by the embodiment of the present invention, including:
identifying a face image collected by a cell monitoring camera;
when the person corresponding to the face image is identified as a person participating in the group, determining information of the residential building where the person participating in the group comes in and goes out based on the cell monitoring camera which collects the face image of the person participating in the group for the last time;
monitoring energy consumption of each household in the residential building;
and if the energy consumption of any residential building exceeds the consumption threshold, determining the residential building of the residential building as a target group.
It should be noted that the foregoing explanation of the embodiment of the population screening method is also applicable to the electronic device of the embodiment, and the implementation principle thereof is similar and will not be described herein again.
The electronic equipment provided by the embodiment of the invention solves the problem of low efficiency when people find the group based on the modes of people reporting, manual visiting and the like, realizes the mode of combining face recognition and residential energy consumption, rapidly screens the group and improves the efficiency of screening the group.
EXAMPLE six
To achieve the above object, a seventh embodiment of the present invention further provides a computer-readable storage medium.
A computer-readable storage medium provided by an embodiment of the present invention stores thereon a computer program, which when executed by a processor implements a population screening method according to an embodiment of the present invention, the method including:
identifying a face image collected by a cell monitoring camera;
when the person corresponding to the face image is identified as a person participating in the group, determining information of the residential building where the person participating in the group comes in and goes out based on the cell monitoring camera which collects the face image of the person participating in the group for the last time;
monitoring energy consumption of each household in the residential building;
and if the energy consumption of any residential building exceeds the consumption threshold, determining the residential building of the residential building as a target group.
Computer storage media for embodiments of the invention may employ any combination of one or more computer-readable media. The computer readable medium may be a computer readable signal medium or a computer readable storage medium. A computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination of the foregoing. More specific examples (a non-exhaustive list) of the computer readable storage medium would include the following: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this document, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.
A computer readable signal medium may include a propagated data signal with computer readable program code embodied therein, for example, in baseband or as part of a carrier wave. Such a propagated data signal may take many forms, including, but not limited to, electro-magnetic, optical, or any suitable combination thereof. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device.
Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to wireless, wireline, optical fiber cable, RF, etc., or any suitable combination of the foregoing.
Computer program code for carrying out operations for aspects of the present invention may be written in any combination of one or more programming languages, including an object oriented programming language such as Java, Smalltalk, C + +, or the like, as well as conventional procedural programming languages, such as the "C" programming language or similar programming languages. The program code may execute entirely on the user's computer, partly on the user's computer, as a stand-alone software package, partly on the user's computer and partly on a remote computer or entirely on the remote computer or server. In the case of a remote computer, the remote computer may be connected to the user's computer through any type of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or the connection may be made to an external computer (for example, through the Internet using an Internet service provider).
It is to be noted that the foregoing is only illustrative of the preferred embodiments of the present invention and the technical principles employed. It will be understood by those skilled in the art that the present invention is not limited to the particular embodiments described herein, but is capable of various obvious changes, rearrangements and substitutions as will now become apparent to those skilled in the art without departing from the scope of the invention. Therefore, although the present invention has been described in greater detail by the above embodiments, the present invention is not limited to the above embodiments, and may include other equivalent embodiments without departing from the spirit of the present invention, and the scope of the present invention is determined by the scope of the appended claims.
Claims (10)
1. A population screening method, comprising:
identifying a face image collected by a cell monitoring camera;
when the person corresponding to the face image is identified as a person participating in the group, determining information of the residential building where the person participating in the group comes in and goes out based on the cell monitoring camera which collects the face image of the person participating in the group for the last time;
monitoring energy consumption of each household in the residential building;
and if the energy consumption of any residential building exceeds the consumption threshold, determining the residential building of the residential building as a target group.
2. The method of claim 1, wherein the determining the residential building information about the people in the group coming in and going out based on the cell monitoring camera which acquired the face image of the people in the group last time comprises:
determining the installation position of the community monitoring camera which acquires the face image of the people participating in the community for the last time;
and determining the information of the residential building participating in the group personnel entering and exiting according to the installation position of the community monitoring camera.
3. The method of claim 1, wherein said monitoring energy consumption by each household in said residential building comprises:
monitoring the energy consumption of said each household by a monitor that establishes a communication connection with the energy consumption meter of said each household.
4. The method of claim 3, wherein said monitoring energy consumption by each household in said residential building comprises:
monitoring the water usage of said individual dwelling via a first monitor communicatively coupled to said water meter of said individual dwelling; and/or the presence of a gas in the gas,
monitoring the electricity consumption of each household through a second monitor which is in communication connection with the electricity meter of each household; and/or the presence of a gas in the gas,
and monitoring the gas consumption of each household through a third monitor which establishes communication connection with the gas meter of each household.
5. The method of claim 4, wherein determining the household of the home as the target group if the energy consumption of any one of the households exceeds the consumption threshold comprises:
if the water consumption of any one residential building exceeds the water consumption threshold, determining the residential building of the residential building as a target group; and/or the presence of a gas in the gas,
if the electricity consumption of any residential building exceeds the electricity consumption threshold, determining the residential building of the residential building as a target group; and/or the presence of a gas in the gas,
and if the gas consumption of any one residential building exceeds the gas consumption threshold, determining the residential building of the residential building as a target group.
6. The method according to claim 1, wherein after identifying the person corresponding to the face image as a group-participating person, the method further comprises:
and sending early warning information to the screener.
7. The method of any of claims 1-6, wherein after determining the information about the residential building involved in the group of people, further comprising:
determining residence information in a renting state in the residential building;
accordingly, the monitoring energy consumption of each household in the residential building comprises:
energy consumption of a residence in a rental state is monitored.
8. A population screening device, comprising:
the identification module is used for identifying the face image collected by the community monitoring camera;
the first determination module is used for determining the information of the residential building where people who participate in the group come in and go out based on the community monitoring camera which collects the face image of the people who participate in the group at the last time when the people corresponding to the face image are the people who participate in the group;
the monitoring module is used for monitoring the energy consumption of each household in the residential building;
and the second determining module is used for determining the residents of any residence as the target group if the energy consumption of the residence exceeds the consumption threshold.
9. An electronic device, comprising:
one or more processors;
a storage device for storing one or more programs,
when executed by the one or more processors, cause the one or more processors to implement the population screening method of any one of claims 1-7.
10. A computer-readable storage medium, on which a computer program is stored which, when being executed by a processor, carries out a population screening method as set forth in any one of claims 1 to 7.
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