CN107592498B

CN107592498B - Cell management method based on intelligent camera and related equipment

Info

Publication number: CN107592498B
Application number: CN201710751276.7A
Authority: CN
Inventors: 杜光东
Original assignee: Shenzhen Shenglu IoT Communication Technology Co Ltd
Current assignee: Shenzhen Shenglu IoT Communication Technology Co Ltd
Priority date: 2017-08-28
Filing date: 2017-08-28
Publication date: 2020-03-10
Anticipated expiration: 2037-08-28
Also published as: CN107592498A

Abstract

The invention discloses a cell management method based on an intelligent camera and related equipment, wherein the method is applied to a cell management system based on the intelligent camera, the cell management system based on the intelligent camera comprises the intelligent camera arranged at a preset position, a cell management server and N intelligent terminals, and the method comprises the following steps: the community management server receives a monitoring picture including a portrait shot by the intelligent camera; acquiring portrait characteristics in the monitoring picture, and judging whether the portrait characteristics belong to a preset portrait characteristic database or not, wherein the portrait characteristics comprise at least one of human face characteristics and body characteristics; and if the portrait characteristics do not belong to a preset portrait characteristic database, determining that the monitoring picture comprises target figures and sending a first alarm message to the N intelligent terminals, wherein the first alarm message is used for reminding the user of suspicious people in the community. Therefore, suspicious personnel in the community can be found in time and alarm is given, and the safety is improved.

Description

Cell management method based on intelligent camera and related equipment

Technical Field

The invention relates to the technical field of Internet of things, in particular to a cell management method based on an intelligent camera and related equipment.

Background

In the current urban planning, residents all live together in a cell form, public facilities, greening and the like can be included in the cell, the management of the cell serves all residents in the cell at the same time, all the residents share the cell environment, the cell environment is good, public security can make the residents feel comfortable and comfortable, and therefore maintenance of a safe cell environment is extremely important.

At present, the security management of a community generally only sets an entrance guard or security guard at the doorway of the community to prevent suspicious people from entering the community, but because the entering places of the community are numerous, the security guard or entrance guard only set at the doorway of the community cannot prevent lawless persons from entering the community, and after the lawless persons enter the community, corresponding measures are not taken for security investigation, so that potential safety hazards exist in residents.

Disclosure of Invention

The embodiment of the invention provides a cell management method based on an intelligent camera and related equipment, which are used for managing the cell safety.

In a first aspect, an embodiment of the present invention provides a cell management method based on an intelligent camera, where the method is applied to a cell management system based on an intelligent camera, where the cell management system based on an intelligent camera includes an intelligent camera installed at a preset position, a cell management server, and N intelligent terminals, and the method includes:

the community management server receives a monitoring picture including a portrait shot by the intelligent camera;

acquiring portrait characteristics in the monitoring picture, and judging whether the portrait characteristics belong to a preset portrait characteristic database or not, wherein the portrait characteristics comprise at least one of human face characteristics and body characteristics;

and if the portrait characteristics do not belong to a preset portrait characteristic database, determining that the monitoring picture comprises target figures and sending a first alarm message to the N intelligent terminals, wherein the first alarm message is used for reminding the user of suspicious people in the community.

In a possible embodiment, before the determining whether the portrait session belongs to the preset portrait session database, the method further includes:

receiving a preset portrait characteristic database updating request sent by the intelligent terminal, wherein the preset portrait characteristic database updating request comprises portrait characteristics confirmed as a safety figure;

storing the portrait characteristics of the safety figure into the preset portrait characteristic database so as to update the preset portrait characteristic database;

and sending a preset portrait feature database updating request response message to the intelligent terminal, wherein the preset portrait feature database updating request response message is used for indicating that the preset portrait feature database is updated successfully.

In a possible embodiment, after the cell management server receives the monitoring picture including the portrait captured by the smart camera, the method further includes:

acquiring a first target position of the portrait in a cell, wherein the first alarm message further comprises the first target position;

if the portrait is in a moving state, acquiring a second target position of the portrait in the cell, wherein the second target position is different from the first target position;

sending a second alarm message to the N intelligent terminals, wherein the second alarm message comprises the second target position;

receiving a safety condition confirmation message and a target video sent by a target position intelligent terminal in the N intelligent terminals; the target position intelligent terminal receives the safety condition confirmation message and the target video which are input after a user of the target position intelligent terminal views the scene condition of the portrait, the safety condition confirmation message is used for indicating the actual condition of the portrait, and the target video is the scene condition of a second target position where the portrait is shot by the user;

and sending the safety condition confirmation message and the target video to other intelligent terminals except the target position intelligent terminal in the N intelligent terminals so that users of other intelligent terminals can know the field condition of the second target position where the portrait is located.

In a second aspect, an embodiment of the present invention provides an intelligent-camera-based cell management method, where the method is applied to an intelligent-camera-based cell management system, where the intelligent-camera-based cell management system includes an intelligent camera installed at a preset position, a cell management server, and N intelligent terminals, and the method includes:

the intelligent terminal receives a first alarm message sent by the community management server, wherein the first alarm message is used for reminding a user of suspicious personnel in a community where the user is located;

the first alarm message receives a monitoring picture including a portrait shot by the intelligent camera at the community management server; acquiring portrait characteristics in the monitoring picture, and judging whether the portrait characteristics belong to a preset portrait characteristic database or not, wherein the portrait characteristics comprise at least one of human face characteristics and body characteristics; and if the portrait characteristics do not belong to a preset portrait characteristic database, determining that the monitoring picture comprises the target person and then sending the target person.

In a possible embodiment, before the intelligent terminal receives the alarm message sent by the cell management server, the method further includes:

sending a preset portrait feature database updating request to the community management server, wherein the preset portrait feature database updating request comprises portrait features confirmed as safe characters;

and receiving a preset portrait feature database updating request response message sent by the cell management server, wherein the preset portrait feature database updating request response message is used for indicating that the preset portrait feature database is updated successfully.

In a possible embodiment, when updating the preset portrait session database in the cell management server, the face portrait of the security person can be saved, and in order to address the situation where the face portrait of the person cannot be captured, it is also possible to store the images of the respective side faces or the head portrait of the back of the security person in association with the commonly worn objects of the security person and the postures frequently used by the security person as the portrait characteristics of the same security person in a preset portrait characteristic database, and, when a new face person and a head portrait of the side face or the back are photographed, if the human figure feature database does not exist, the human figure feature of the new safety figure is continuously updated to the preset human figure feature database according to the rule, and then subsequently judging whether the person is a safe person by using the updated preset portrait characteristic database. Specifically, when the portrait characteristics of the security figure are acquired by each intelligent terminal, an update request is sent to the cell management server, and then the cell management server judges whether the portrait characteristics of the security figure exist in the preset portrait characteristic library or not, and if the portrait characteristics do not exist, the security figure is added into the preset portrait characteristic database so as to update the preset portrait characteristic database.

In a third aspect, an embodiment of the present invention provides a cell management server, where the cell management server is applied to a cell management system based on an intelligent camera, the cell management system based on the intelligent camera further includes an intelligent camera and N intelligent terminals installed at a preset position, and the cell management server includes:

the receiving module is used for receiving the monitoring pictures including the portrait shot by the intelligent camera by the community management server;

the acquisition module is used for acquiring portrait characteristics in the monitoring picture and judging whether the portrait characteristics belong to a preset portrait characteristic database or not, wherein the portrait characteristics comprise at least one of human face characteristics and body characteristics;

and the determining module is used for determining that the monitoring picture comprises the target person and sending a first alarm message to the N intelligent terminals if the portrait characteristics do not belong to a preset portrait characteristic database, wherein the first alarm message is used for reminding the user of the existence of suspicious people in the community.

In a possible embodiment, the receiving module is further configured to receive a preset portrait feature database update request sent by the intelligent terminal, where the preset portrait feature database update request includes portrait features confirmed as a security person;

the cell management server further includes:

the updating module is used for storing the portrait characteristics of the safety figure into the preset portrait characteristic database so as to update the preset portrait characteristic database;

and the sending module is used for sending a preset portrait feature database updating request response message to the intelligent terminal, wherein the preset portrait feature database updating request response message is used for indicating that the preset portrait feature database is updated successfully.

In a possible embodiment, the obtaining module is further configured to obtain a first target location of the portrait in a cell, and the warning message further includes the first target location;

the acquisition module is further configured to acquire a second target position of the portrait in the cell if the portrait is in a moving state, where the second target position is different from the first target position;

the sending module is further configured to send a second warning message to the N intelligent terminals, where the second warning message includes the second target location;

the receiving module is further used for receiving a safety condition confirmation message and a target video sent by a target position intelligent terminal in the N intelligent terminals; the target position intelligent terminal receives the safety condition confirmation message and the target video which are input after a user of the target position intelligent terminal views the scene condition of the portrait, the safety condition confirmation message is used for indicating the actual condition of the portrait, and the target video is the scene condition of a second target position where the portrait is shot by the user;

the sending module is further configured to send the safety condition confirmation message and the target video to other intelligent terminals except the target position intelligent terminal among the N intelligent terminals, so that users of the other intelligent terminals can know the field condition of the second target position where the portrait is located.

In a third aspect, an embodiment of the present invention provides an intelligent terminal, where the intelligent terminal is applied to a cell management system based on an intelligent camera, the cell management system based on the intelligent camera further includes an intelligent camera installed at a preset position and a cell management server, and the intelligent terminal includes:

the receiving module is used for receiving a first alarm message sent by the community management server, wherein the first alarm message is used for reminding a user of the existence of suspicious personnel in a community where the user is located;

In a possible embodiment, the intelligent terminal further includes:

the system comprises a sending module, a community management server and a management module, wherein the sending module is used for sending a preset portrait characteristic database updating request to the community management server, and the preset portrait characteristic database updating request comprises portrait characteristics confirmed as a safety figure;

the receiving module is further configured to receive a preset portrait feature database update request response message sent by the cell management server, where the preset portrait feature database update request response message is used to indicate that the preset portrait feature database is successfully updated.

In a possible embodiment, the intelligent terminal and the cell management server are further configured to: when updating the preset portrait characteristic database in the cell management server, the face portrait of the security figure can be saved, in order to store the images of the side faces or the head portrait of the back of the security person in a preset head portrait characteristic database as the head portrait characteristics of the same security person by associating the images of the side faces or the head portrait of the back of the security person with the commonly used wearing articles of the security person and the posture frequently used by the security person even in the case of a scene in which the head portrait of the face of the person may not be captured, if the human figure feature database does not exist, the human figure feature of the new safety figure is continuously updated to the preset human figure feature database according to the rule, and then subsequently judging whether the person is a safe person by using the updated preset portrait characteristic database. Specifically, when the portrait characteristics of the security figure are acquired by each intelligent terminal, an update request is sent to the cell management server, and then the cell management server judges whether the portrait characteristics of the security figure exist in the preset portrait characteristic library or not, and if the portrait characteristics do not exist, the security figure is added into the preset portrait characteristic database so as to update the preset portrait characteristic database.

It can be seen that in the technical solution provided in the embodiment of the present invention, the cell management server receives the monitoring picture including the portrait captured by the intelligent camera; acquiring portrait characteristics in the monitoring picture, and judging whether the portrait characteristics belong to a preset portrait characteristic database or not, wherein the portrait characteristics comprise at least one of human face characteristics and body characteristics; and if the portrait characteristics do not belong to a preset portrait characteristic database, determining that the monitoring picture comprises target figures and sending a first alarm message to the N intelligent terminals, wherein the first alarm message is used for reminding the user of suspicious people in the community. By the method, suspicious personnel in the cell can be found in time and alarm is given, so that the safety is improved.

Drawings

In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the drawings used in the description of the embodiments or the prior art will be briefly described below, it is obvious that the drawings in the following description are only some embodiments of the present invention, and for those skilled in the art, other drawings can be obtained according to the drawings without creative efforts.

Fig. 1 is a network architecture diagram of a cell management system based on an intelligent camera according to an embodiment of the present invention;

fig. 2 is a schematic flowchart of a cell management method based on an intelligent camera according to an embodiment of the present invention;

fig. 3 is a schematic flowchart of another cell management method based on an intelligent camera according to an embodiment of the present invention;

fig. 4 is a schematic structural diagram of a cell management server according to an embodiment of the present invention;

fig. 5 is a schematic structural diagram of another cell management server according to an embodiment of the present invention;

fig. 6 is a schematic structural diagram of an intelligent terminal according to an embodiment of the present invention;

fig. 7 is a schematic structural diagram of another intelligent terminal according to an embodiment of the present invention.

Detailed Description

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.

The following are detailed below.

The terms "first," "second," "third," and "fourth," etc. in the description and claims of the invention and in the accompanying drawings are used for distinguishing between different objects and not for describing a particular order. Furthermore, the terms "include" and "have," as well as any variations thereof, are intended to cover non-exclusive inclusions. For example, a process, method, system, article, or apparatus that comprises a list of steps or elements is not limited to only those steps or elements listed, but may alternatively include other steps or elements not listed, or inherent to such process, method, article, or apparatus.

Reference herein to "an embodiment" means that a particular feature, structure, or characteristic described in connection with the embodiment can be included in at least one embodiment of the invention. The appearances of the phrase in various places in the specification are not necessarily all referring to the same embodiment, nor are separate or alternative embodiments mutually exclusive of other embodiments. It is explicitly and implicitly understood by one skilled in the art that the embodiments described herein can be combined with other embodiments.

Embodiments of the present application are described below with reference to the drawings.

The cell management method based on the intelligent camera is characterized by being applied to a cell management system based on the intelligent camera, wherein the cell management system based on the intelligent camera comprises the intelligent camera, a cell management server and N intelligent terminals, the intelligent camera is installed at a preset position, and the method comprises the following steps: the community management server receives a monitoring picture including a portrait shot by the intelligent camera; acquiring portrait characteristics in the monitoring picture, and judging whether the portrait characteristics belong to a preset portrait characteristic database or not, wherein the portrait characteristics comprise at least one of human face characteristics and body characteristics; and if the portrait characteristics do not belong to a preset portrait characteristic database, determining that the monitoring picture comprises target figures and sending a first alarm message to the N intelligent terminals, wherein the first alarm message is used for reminding the user of suspicious people in the community.

Referring first to fig. 1, fig. 1 is a network architecture diagram of an intelligent camera-based cell management system according to an embodiment of the present invention, where the intelligent camera-based cell management system includes an intelligent camera 100 installed at a preset location, a cell management server 200, and N intelligent terminals 300.

The preset position refers to a position which needs to be monitored in a cell, for example, a position where suspicious people such as thieves can often appear, or a position where suspicious people such as thieves like hiding the suspicious people, or a position where pedestrians and cell security personnel cannot easily patrol the suspicious people, and the like, so that the monitoring needs to be performed through a shot monitoring picture by a camera.

The cell management server 200 is a server in communication connection with the intelligent cameras and the N intelligent terminals, and configured to analyze and process the monitoring pictures captured by the intelligent cameras.

The intelligent terminal 300 is a terminal device held by a cell user and connected to a cell management server, and the N intelligent terminals may also be in communication connection with each other, and may be an intelligent terminal such as a mobile phone or a tablet computer.

In the embodiment of the invention, when the cell management system works, the intelligent camera shoots the monitoring video of each monitoring area, the cell management server carries out certain processing on the monitoring video so as to judge whether suspicious people exist in the monitoring video, and then the result is sent to each intelligent terminal, thereby realizing the safety management of the cell.

Optionally, the intelligent terminal also has a camera, and the camera of the intelligent terminal may also function as an intelligent camera, that is, the camera of the intelligent terminal captures a monitoring video, and the monitoring video is sent to the cell management server.

The cell management method based on the intelligent camera provided by the embodiment of the invention is realized based on the cell management system based on the intelligent camera. Specifically, referring to fig. 2, fig. 2 is a schematic flowchart of a cell management method based on an intelligent camera according to an embodiment of the present invention, including the following steps:

s201, the community management server receives the monitoring pictures including the portrait shot by the intelligent camera.

In the embodiment of the invention, the intelligent camera acquires the monitoring pictures from the monitoring video at preset intervals, so that the cell management server acquires the monitoring pictures at the preset intervals. Alternatively, the interval time may be 1 minute.

S202, the community management server obtains portrait characteristics in the monitoring picture and judges whether the portrait characteristics belong to a preset portrait characteristic database or not, wherein the portrait characteristics comprise at least one of human face characteristics and body characteristics.

Optionally, in some embodiments of the present invention, since the monitoring picture captured by the intelligent camera does not necessarily include a portrait feature, and if there is no portrait in the monitoring picture, it is determined that there is no suspicious character at this time, the cell management server is not required to further process the monitoring picture, and only when there is a portrait in the monitoring picture, it is required to further determine whether the portrait is a suspicious character, so that the cell management server first determines whether there is a portrait in the monitoring picture when receiving the monitoring picture captured by the intelligent camera.

The preset portrait feature database refers to portrait features of people who are confirmed to be safe people and are pre-stored in the community management server, specifically, the preset portrait feature database may include portrait features of residential houses of the community, and optionally, the preset portrait feature database may further include portrait features of friends and relatives of the residential houses of the community.

Optionally, the face feature comprises a shape feature and the body feature comprises a shape feature.

S203, if the portrait characteristics do not belong to a preset portrait characteristic database, determining that the monitoring picture comprises the target person, and sending a first alarm message to the N intelligent terminals, wherein the first alarm message is used for reminding the user of suspicious people in the community.

At this time, each of the N intelligent terminals will receive the first alarm message sent by the cell management server.

Optionally, in another embodiment of the present invention, if the portrait characteristics belong to a preset portrait characteristic database, no alarm message is issued.

In the embodiment of the present invention, since the preset portrait characteristic database includes the portrait characteristics confirmed as the safe person, when the cell management server determines that the portrait characteristics belong to the preset portrait characteristic database, it indicates that the portrait corresponding to the portrait characteristics is the safe portrait, so that an alarm message is not required to be sent to the intelligent terminal of the user at this time, whereas when the portrait characteristics do not belong to the preset portrait characteristic database, it indicates that the portrait is likely to be a suspicious person, so that a first alarm message may be sent to N intelligent terminals at this time to remind the user of the existence of the suspicious person.

For example, in an embodiment of the present invention, when the smart camera takes a monitoring picture in a certain position in a cell and sends the monitoring picture to the cell management server, if the portrait characteristics included in the monitoring picture are the portrait characteristics of the householder a in the cell, it is described that the person who is active in the monitoring position is the householder in the cell and is naturally a safe person, and therefore no alarm is sent, and if the portrait characteristics do not belong to the preset portrait characteristic database, it is described as an unsafe person, so it is necessary to send a first alarm message to each smart terminal so that each user can notice the phenomenon.

Furthermore, the first alarm message further includes the monitoring picture, so that the user of each intelligent terminal can check the site where the suspicious person exists, so that the user of each intelligent terminal can notice the position where the suspicious person exists and the current behavior of the suspicious person, or the user of each intelligent terminal can judge the monitoring picture and return the judgment result to the cell management server, for example, when the user closer to the site where the suspicious person exists can directly check the site, or whether the user of each intelligent terminal is familiar with the person in the monitoring picture, a confirmation message is returned to the cell management server, so that the cell management server forwards the confirmation message to other intelligent terminals; or after a certain intelligent terminal judges the person in the monitoring picture, the certain intelligent terminal can also directly send a confirmation message to other intelligent terminals.

Optionally, in an embodiment of the present invention, before the determining whether the portrait characteristics belong to a preset portrait characteristic database, the method further includes the following steps:

the intelligent terminal sends a preset portrait feature database updating request to the community management server, the community management server receives the preset portrait feature database updating request sent by the intelligent terminal, and the preset portrait feature database updating request comprises portrait features confirmed as safe figures;

the community management server stores the portrait characteristics of the safety figure in the preset portrait characteristic database so as to update the preset portrait characteristic database;

the method comprises the steps that a cell management server sends a preset portrait feature database updating request response message to an intelligent terminal, the intelligent terminal receives the preset portrait feature database updating request response message sent by the cell management server, and the preset portrait feature database updating request response message is used for indicating that the preset portrait feature database is updated successfully.

The preset portrait feature database updating request is to send the portrait features of a security portrait to the community management server when a user confirms that the portrait is a security person, for example, when a householder lives in a friend who never comes before, the first time the user moves in a certain monitoring area, the security person is likely to be judged as a suspicious person, so that the community management server sends an alarm message to each intelligent terminal, and in order to prevent the person from being judged as a suspicious person next time, the householder can request the community management server to store the portrait features of the friend into the preset portrait feature database, so that the next time the friend moves in a community again, the user cannot send an alarm to each intelligent terminal.

Optionally, in some embodiments of the present invention, the preset portrait feature database update request may be sent when the intelligent terminal needs to request that a certain portrait feature is stored in the preset portrait feature database, or may be sent when the intelligent terminal receives a first alarm message sent by the cell management server, and the first alarm message includes a portrait feature in the monitoring picture, and if the intelligent terminal determines that the portrait is a familiar security portrait at this time, the intelligent terminal may request the server to directly store the portrait feature in the preset portrait feature database, so that when the portrait feature of the portrait is monitored next time, the intelligent terminal does not need to send an alarm again.

It can be understood that the request is updated through the preset portrait characteristic database, so that the user of each intelligent terminal can be linked to confirm the portrait characteristics of the safety figure, the preset portrait characteristic database is enriched, and the follow-up false alarm of the safety figure is avoided.

Optionally, in an embodiment of the present invention, after the cell management server receives the monitoring picture including the portrait captured by the intelligent camera, the method further includes:

For example, in an example of the present invention, when a suspicious person enters a cell, an intelligent camera captures a surveillance video at a first target location, and a cell management server acquires a surveillance picture from the surveillance video, determines that the person in the surveillance picture is a suspicious person, so that the cell management server sends an alarm message to each intelligent terminal at this time, but since the suspicious person is always in a moving state, the suspicious person will move to another surveillance area at the next time, another intelligent camera captures a surveillance video at a second target location, at this time, the cell management server acquires a surveillance picture at the second target location from the surveillance video, and if a user of an intelligent terminal is located at the second target location, at this time, the user of the intelligent terminal can track and capture a target video including an activity situation of the suspicious person on site, at this moment, the activity condition is not limited to the monitoring area of the intelligent camera, and when the user of the intelligent terminal observes that the behaviors of the suspicious person are all safety behaviors through the field, the target video and the safety condition confirmation message can be sent to other intelligent terminals, so that the other intelligent terminals can know the field condition and give an alarm through the message. Meanwhile, the intelligent terminal can also send the target video and the safety condition confirmation message to the cell management server, so that the cell management server stores the related portrait characteristics into a preset portrait characteristic database.

It can be understood that different intelligent cameras are arranged at different positions for shooting, so that the target person can be tracked to obtain monitoring pictures when entering different regions, the camera of the intelligent terminal can also be used for shooting target videos and transmitting the videos to other intelligent terminals and a cell management server, the intelligent terminal is owned by a user, the intelligent terminal is not limited to an active region during shooting, the target can be conveniently tracked, and the whole cell management system is more intelligent and flexible.

Optionally, in some embodiments of the invention, when updating the preset portrait session database in the cell management server, the face portrait of the security person can be saved, and in order to address the situation where the face portrait of the person cannot be captured, it is also possible to store the images of the respective side faces or the head portrait of the back of the security person in association with the commonly worn objects of the security person and the postures frequently used by the security person as the portrait characteristics of the same security person in a preset portrait characteristic database, and, when a new face person and a head portrait of the side face or the back are photographed, if the human figure feature database does not exist, the human figure feature of the new safety figure is continuously updated to the preset human figure feature database according to the rule, and then subsequently judging whether the person is a safe person by using the updated preset portrait characteristic database. Specifically, when the portrait characteristics of the security figure are acquired by each intelligent terminal, an update request is sent to the cell management server, and then the cell management server judges whether the portrait characteristics of the security figure exist in the preset portrait characteristic library or not, and if the portrait characteristics do not exist, the security figure is added into the preset portrait characteristic database so as to update the preset portrait characteristic database.

It can be seen that in the technical solution provided in the embodiment of the present invention, the cell management server receives the monitoring picture including the portrait captured by the intelligent camera; acquiring portrait characteristics in the monitoring picture, and judging whether the portrait characteristics belong to a preset portrait characteristic database or not, wherein the portrait characteristics comprise at least one of human face characteristics and body characteristics; and if the portrait characteristics do not belong to a preset portrait characteristic database, determining that the monitoring picture comprises target figures and sending a first alarm message to the N intelligent terminals, wherein the first alarm message is used for reminding the user of suspicious people in the community. Therefore, suspicious personnel in the community can be found in time and alarm is given, and the safety is improved.

Referring to fig. 3, fig. 3 is a schematic flowchart of another cell management method based on an intelligent camera according to an embodiment of the present invention. In the method shown in fig. 3, the same or similar contents as those in the method shown in fig. 2 may refer to the detailed description in fig. 3, and are not repeated here. As shown in fig. 3, the cell management method based on the smart camera may include the following steps:

s301, the community management server receives the monitoring pictures including the portrait shot by the intelligent camera.

S302, obtaining portrait characteristics in the monitoring picture, and judging whether the portrait characteristics belong to a preset portrait characteristic database, wherein the portrait characteristics comprise at least one of human face characteristics and body characteristics.

And S303, receiving a preset portrait characteristic database updating request sent by the intelligent terminal, wherein the preset portrait characteristic database updating request comprises the portrait characteristics confirmed as a safe person.

S304, storing the portrait characteristics of the safety person into the preset portrait characteristic database so as to update the preset portrait characteristic database.

S305, sending a preset portrait feature database updating request response message to the intelligent terminal, wherein the preset portrait feature database updating request response message is used for indicating that the preset portrait feature database is updated successfully.

S306, if the portrait characteristics do not belong to a preset portrait characteristic database, determining that the monitoring picture comprises the target person, and sending a first alarm message to the N intelligent terminals, wherein the first alarm message is used for reminding the user of suspicious people in the community.

The embodiment of the present invention further provides a cell management server, where the cell management server is applied to a cell management system based on an intelligent camera, the cell management system based on the intelligent camera further includes an intelligent camera installed at a preset position and N intelligent terminals, and the cell management server includes:

Specifically, referring to fig. 4, fig. 4 is a schematic structural diagram of a cell management server according to an embodiment of the present invention, where the terminal of the internet of things is applied to a cell management system based on an intelligent camera, and the cell management system based on the intelligent camera further includes the intelligent camera installed at a preset position and N intelligent terminals, so as to implement the cell management method based on the intelligent camera disclosed in the embodiment of the present invention. As shown in fig. 4, the cell management server 400 may include:

a receiving module 410, an obtaining module 420 and a determining module 430.

A receiving module 410, configured to receive, by the cell management server, a monitoring picture including a portrait captured by the intelligent camera;

An obtaining module 420, configured to obtain a portrait feature in the monitored picture, and determine whether the portrait feature belongs to a preset portrait feature database, where the portrait feature includes at least one of a face feature and a body feature;

A determining module 430, configured to determine that the monitored picture includes the target person and send an alarm message to the N intelligent terminals if the portrait features do not belong to the preset portrait feature database, where the alarm message is used to remind the user of suspicious people in the cell where the user is located.

Optionally, in an embodiment of the present invention, the receiving module is further configured to receive a preset portrait feature database update request sent by the intelligent terminal, where the preset portrait feature database update request includes portrait features confirmed as a security person;

the cell management server further includes:

an updating module 440, configured to store the portrait characteristics of the security character in the preset portrait characteristic database to update the preset portrait characteristic database;

a sending module 450, configured to send a preset portrait feature database update request response message to the intelligent terminal, where the preset portrait feature database update request response message is used to indicate that the preset portrait feature database is successfully updated.

Optionally, in an embodiment of the present invention, the obtaining module 420 is further configured to obtain a first target location of the portrait in a cell, and the first warning message further includes the first target location;

the obtaining module 420 is further configured to obtain a second target position of the portrait in the cell if the portrait is in a moving state, where the second target position is different from the first target position;

the sending module 450 is further configured to send a second warning message to the N intelligent terminals, where the second warning message includes the second target location;

the receiving module 410 is further configured to receive a security condition confirmation message and a target video sent by a target location intelligent terminal in the N intelligent terminals; the target position intelligent terminal receives the safety condition confirmation message and the target video which are input after a user of the target position intelligent terminal views the scene condition of the portrait, the safety condition confirmation message is used for indicating the actual condition of the portrait, and the target video is the scene condition of a second target position where the portrait is shot by the user;

the sending module 450 is further configured to send the safety condition confirmation message and the target video to other intelligent terminals except the target position intelligent terminal in the N intelligent terminals, so that users of the other intelligent terminals know a field condition of the second target position where the portrait is located.

It can be seen that, in the scheme of this embodiment, the cell management server receives the monitoring picture including the portrait captured by the intelligent camera; acquiring portrait characteristics in the monitoring picture, and judging whether the portrait characteristics belong to a preset portrait characteristic database or not, wherein the portrait characteristics comprise at least one of human face characteristics and body characteristics; and if the portrait characteristics do not belong to a preset portrait characteristic database, determining that the monitoring picture comprises target figures and sending alarm messages to the N intelligent terminals, wherein the alarm messages are used for reminding the user of suspicious people in the community. Therefore, suspicious personnel in the community can be found in time and alarm is given, and the safety is improved.

It should be noted that the modules (the receiving module 410, the obtaining module 420, the determining module 430, the updating module 440, and the sending module 450) are configured to perform the relevant steps of the method.

In the present embodiment, the cell management server 400 is presented in the form of a module. A "module" herein may refer to an application-specific integrated circuit (ASIC), a processor and memory that execute one or more software or firmware programs, an integrated logic circuit, and/or other devices that may provide the described functionality. Further, the above receiving module 410, obtaining module 420, determining module 430, updating module 440 and transmitting module 450 may be implemented by the processor 501 of the cell management server 500 shown in fig. 5.

Referring to fig. 5, fig. 5 is a schematic structural diagram of another cell management server according to an embodiment of the present invention. As shown in fig. 5, the cell management server 500 may be implemented in the structure of fig. 5, and the internet of things terminal 500 includes at least one processor 501, at least one memory 502 and at least one communication interface 503. The processor 501, the memory 502 and the communication interface 503 are connected through the communication bus and complete communication with each other.

The processor 501 may be a general purpose Central Processing Unit (CPU), a microprocessor, an application-specific integrated circuit (ASIC), or one or more integrated circuits for controlling the execution of programs according to the above schemes.

Communication interface 503 is used for communicating with other devices or communication Networks, such as ethernet, Radio Access Network (RAN), Wireless Local Area Networks (WLAN), etc.

The Memory 502 may be, but is not limited to, a Read-Only Memory (ROM) or other type of static storage device that can store static information and instructions, a Random Access Memory (RAM) or other type of dynamic storage device that can store information and instructions, an electrically erasable Programmable Read-Only Memory (EEPROM), a Compact Disc Read-Only Memory (CD-ROM) or other optical Disc storage, optical Disc storage (including Compact Disc, laser Disc, optical Disc, digital versatile Disc, blu-ray Disc, etc.), magnetic disk storage media or other magnetic storage devices, or any other medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a computer. The memory may be self-contained and coupled to the processor via a bus. The memory may also be integral to the processor.

The memory 502 is used for storing application program codes for executing the above scheme, and is controlled by the processor 501 for execution. The processor 501 is used to execute application program code stored in the memory 502.

The code stored in the memory 502 can execute the above-provided dish information viewing method, such as receiving a monitoring picture including a portrait taken by the smart camera; acquiring portrait characteristics in the monitoring picture, and judging whether the portrait characteristics belong to a preset portrait characteristic database or not, wherein the portrait characteristics comprise at least one of human face characteristics and body characteristics; and if the portrait characteristics do not belong to a preset portrait characteristic database, determining that the monitoring picture comprises target figures and sending a first alarm message to the N intelligent terminals, wherein the first alarm message is used for reminding the user of suspicious people in the community.

The embodiment of the present invention further provides an intelligent terminal, which is applied to a cell management system based on an intelligent camera, the cell management system based on the intelligent camera further includes an intelligent camera installed at a preset position and a cell management server, and the intelligent terminal includes:

the receiving module is used for receiving an alarm message sent by the cell management server, wherein the alarm message is used for reminding a user of the existence of suspicious personnel in a cell where the user is located;

the alarm message receives a monitoring picture including a portrait shot by the intelligent camera at the community management server; acquiring portrait characteristics in the monitoring picture, and judging whether the portrait characteristics belong to a preset portrait characteristic database or not, wherein the portrait characteristics comprise at least one of human face characteristics and body characteristics; and if the portrait characteristics do not belong to a preset portrait characteristic database, determining that the monitoring picture comprises the target person and then sending the target person.

Specifically, please refer to fig. 6, where fig. 6 is a schematic structural diagram of an intelligent terminal according to an embodiment of the present invention, where the intelligent terminal 600 is applied to a cell management system based on an intelligent camera, and the cell management system based on the intelligent camera further includes an intelligent camera installed at a preset position and a cell management server, and is used to implement the cell management method based on the intelligent camera disclosed in the embodiment of the present invention. As shown in fig. 6, the intelligent terminal 600 may include:

and a receiving module 610.

A receiving module 610, configured to receive a first alarm message sent by the cell management server, where the first alarm message is used to remind a user of suspicious people in a cell where the user is located;

Optionally, in some embodiments of the present invention, the intelligent terminal 600 further includes:

a sending module 620, configured to send a preset portrait feature database update request to the cell management server, where the preset portrait feature database update request includes portrait features determined as a security figure;

the receiving module 610 is further configured to receive a preset portrait feature database update request response message sent by the cell management server, where the preset portrait feature database update request response message is used to indicate that the preset portrait feature database is successfully updated.

It can be seen that, in the scheme of this embodiment, the intelligent terminal 600 receives a first alarm message sent by the cell management server, where the first alarm message is used to remind a user that there are suspicious people in a cell where the user is located; the first alarm message receives a monitoring picture including a portrait shot by the intelligent camera at the community management server; acquiring portrait characteristics in the monitoring picture, and judging whether the portrait characteristics belong to a preset portrait characteristic database or not, wherein the portrait characteristics comprise at least one of human face characteristics and body characteristics; and if the portrait characteristics do not belong to a preset portrait characteristic database, determining that the monitoring picture comprises the target person and then sending the target person. Therefore, suspicious personnel in the community can be found in time and alarm is given, and the safety is improved.

It should be noted that the above modules (the receiving module 610 and the sending module 620) are used for executing relevant steps of the above method.

In this embodiment, the smart terminal 600 is presented in the form of a module. A "module" herein may refer to an application-specific integrated circuit (ASIC), a processor and memory that execute one or more software or firmware programs, an integrated logic circuit, and/or other devices that may provide the described functionality. In addition, the above receiving module 610 and the transmitting module 620 may be implemented by the processor 701 of the smart terminal 700 shown in fig. 7.

Referring to fig. 7, fig. 7 is a schematic structural diagram of another intelligent terminal according to an embodiment of the present invention. As shown in fig. 7, the intelligent terminal 700 may be implemented in the structure of fig. 7, and the intelligent terminal 700 includes at least one processor 701, at least one memory 702 and at least one communication interface 703. The processor 701, the memory 702 and the communication interface 703 are connected by the communication bus to complete communication therebetween.

The processor 701 may be a general purpose Central Processing Unit (CPU), a microprocessor, an application-specific integrated circuit (ASIC), or one or more integrated circuits for controlling the execution of programs according to the above schemes.

Communication interface 703 is used for communicating with other devices or communication Networks, such as ethernet, Radio Access Network (RAN), Wireless Local Area Networks (WLAN), etc.

The Memory 702 may be, but is not limited to, a Read-Only Memory (ROM) or other type of static storage device that can store static information and instructions, a Random Access Memory (RAM) or other type of dynamic storage device that can store information and instructions, an electrically erasable Programmable Read-Only Memory (EEPROM), a Compact Disc Read-Only Memory (CD-ROM) or other optical Disc storage, optical Disc storage (including Compact Disc, laser Disc, optical Disc, digital versatile Disc, blu-ray Disc, etc.), magnetic disk storage media or other magnetic storage devices, or any other medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a computer. The memory may be self-contained and coupled to the processor via a bus. The memory may also be integral to the processor.

The memory 702 is used for storing application program codes for executing the above schemes, and the processor 701 controls the execution. The processor 701 is configured to execute application program code stored in the memory 702.

The codes stored in the memory 702 may execute the above-provided cell management method based on an intelligent camera, such as receiving and receiving a first alarm message sent by the cell management server, where the first alarm message is used to remind a user of the existence of suspicious people in the cell; the alarm message receives a monitoring picture including a portrait shot by the intelligent camera at the community management server; acquiring portrait characteristics in the monitoring picture, and judging whether the portrait characteristics belong to a preset portrait characteristic database or not, wherein the portrait characteristics comprise at least one of human face characteristics and body characteristics; and if the portrait characteristics do not belong to a preset portrait characteristic database, determining that the monitoring picture comprises the target person and then sending the target person.

An embodiment of the present invention further provides a computer storage medium, where the computer storage medium may store a program, and the program, when executed, includes some or all of the steps of any one of the floating population monitoring methods described in the above method embodiments.

It should be noted that, for simplicity of description, the above-mentioned method embodiments are described as a series of acts or combination of acts, but those skilled in the art will recognize that the present invention is not limited by the order of acts, as some steps may occur in other orders or concurrently in accordance with the invention. Further, those skilled in the art should also appreciate that the embodiments described in the specification are preferred embodiments and that the acts and modules referred to are not necessarily required by the invention.

In the foregoing embodiments, the descriptions of the respective embodiments have respective emphasis, and for parts that are not described in detail in a certain embodiment, reference may be made to related descriptions of other embodiments.

In the embodiments provided in the present application, it should be understood that the disclosed apparatus may be implemented in other manners. For example, the above-described embodiments of the apparatus are merely illustrative, and for example, the division of the units is only one type of division of logical functions, and there may be other divisions when actually implementing, for example, a plurality of units or components may be combined or may be integrated into another system, or some features may be omitted, or not implemented. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection of some interfaces, devices or units, and may be an electric or other form.

The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.

In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.

The integrated unit, if implemented in the form of a software functional unit and sold or used as a stand-alone product, may be stored in a computer readable memory. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a memory and includes several instructions for causing a computer device (which may be a personal computer, a dish server or a network device, etc.) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned memory comprises: a U-disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic or optical disk, and other various media capable of storing program codes.

Those skilled in the art will appreciate that all or part of the steps in the methods of the above embodiments may be implemented by associated hardware instructed by a program, which may be stored in a computer-readable memory, which may include: flash Memory disks, Read-Only memories (ROMs), Random Access Memories (RAMs), magnetic or optical disks, and the like.

The above embodiments of the present invention are described in detail, and the principle and the implementation of the present invention are explained by applying specific embodiments, and the above description of the embodiments is only used to help understanding the method of the present invention and the core idea thereof; meanwhile, for a person skilled in the art, according to the idea of the present invention, there may be variations in the specific embodiments and the application scope, and in view of the above, the content of the present specification should not be construed as a limitation to the present invention.

Claims

1. The cell management method based on the intelligent camera is applied to a cell management system based on the intelligent camera, the cell management system based on the intelligent camera comprises the intelligent camera, a cell management server and N intelligent terminals, and the cell management method based on the intelligent camera is installed at a preset position and comprises the following steps:

acquiring portrait characteristics in the monitoring picture, and judging whether the portrait characteristics belong to a preset portrait characteristic database, wherein the portrait characteristics comprise human face characteristics, body characteristics, common wearing objects and human body postures;

if the portrait characteristics do not belong to a preset portrait characteristic database, determining that the monitoring picture comprises target figures and sending first alarm messages to the N intelligent terminals, wherein the first alarm messages are used for reminding a user of suspicious people in a community;

acquiring a first target position of the suspicious person in a cell, wherein the first alarm message further comprises the first target position;

if the suspicious personnel are in a moving state, acquiring a second target position of the suspicious personnel in the cell, wherein the second target position is different from the first target position;

sending a second alarm message to the N intelligent terminals, wherein the second alarm message comprises the second target position; after at least one intelligent terminal in the N intelligent terminals receives a safety condition confirmation message and a target video which are input by a user of the at least one intelligent terminal after observing that behaviors of suspicious people are safety behaviors on site, the safety condition confirmation message and the target video which are sent by the at least one intelligent terminal are received, and the portrait characteristics of the suspicious people are stored in a preset portrait characteristic database, wherein the safety condition confirmation message is used for indicating the actual condition of the suspicious people, and the target video is a video of the activity condition of the suspicious people at the second target position;

and sending the safety condition confirmation message and the target video to other intelligent terminals except the at least one intelligent terminal in the N intelligent terminals, so that users of the other intelligent terminals can know the activity condition of the suspicious person at the second target position.

2. The method of claim 1, wherein before determining whether the portrait session belongs to a predefined portrait session database, the method further comprises:

3. The utility model provides a district management server, its characterized in that, district management server is applied to the district management system based on intelligent camera, the district management system based on intelligent camera is still including installing intelligent camera and a N intelligent terminal at preset position, district management server includes:

a receiving module, configured to receive, by the cell management server, a monitoring picture including a portrait captured by the intelligent camera, and after at least one intelligent terminal of the N intelligent terminals receives a security condition confirmation message and a target video, which are input by a user of the at least one intelligent terminal after observing that behaviors of suspicious people are all security behaviors on site, receive the security condition confirmation message and the target video sent by the at least one intelligent terminal, and store the portrait features of the suspicious people in a preset portrait feature database, where the security condition confirmation message is used to indicate an actual condition of the suspicious people, and the target video is a video of an activity condition of the suspicious people at the second target location;

the acquisition module is used for acquiring portrait features in the monitoring picture, judging whether the portrait features belong to a preset portrait feature database or not, acquiring a first target position of the suspicious person in a cell, and acquiring a second target position of the suspicious person in the cell if the suspicious person is in a moving state, wherein the second target position is different from the first target position;

the determining module is used for determining that the monitored picture comprises a target person and sending a first alarm message to the N intelligent terminals if the portrait characteristics do not belong to a preset portrait characteristic database, wherein the first alarm message is used for reminding a user of suspicious persons in a cell, and comprises a first target position;

and the sending module is used for sending a second alarm message to the N intelligent terminals, wherein the second alarm message comprises the second target position, and sending the safety condition confirmation message and the target video to other intelligent terminals except the at least one intelligent terminal in the N intelligent terminals, so that users of the other intelligent terminals can know the activity condition of the suspicious person at the second target position.

4. The cell management server according to claim 3, wherein the receiving module is further configured to receive a preset portrait feature database update request sent by the intelligent terminal, where the preset portrait feature database update request includes portrait features confirmed as a security person;

the cell management server further includes:

the sending module is further configured to send a preset portrait feature database update request response message to the intelligent terminal, where the preset portrait feature database update request response message is used to indicate that the preset portrait feature database is successfully updated.