CN107169461B - Intelligent security tracking method and system for shopping mall - Google Patents
Intelligent security tracking method and system for shopping mall Download PDFInfo
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Abstract
An intelligent security tracking method and system for a shopping mall comprises a camera, a processing device and a control device, wherein the method comprises the following steps: after a person enters an entrance of a detected mall, a camera in the mall is opened, the camera at the entrance of the mall captures a human body image and detects whether children exist in the human body image, if so, the images of the children and a preset number of people beside the children are captured and the relationship between the children and the people is analyzed to be close, if so, the children are judged to be family members of the children and the images along the way are captured by the camera in the mall, if the images of the children are captured by the camera at a preset distance in front of the exit of the mall, the images of the current children and the preset number of people beside the children are compared with the images captured at the entrance, whether matched face images exist is analyzed, if not, the alarm is given through broadcasting in the mall, a door at the exit of the mall is closed by using a control device, and the captured corresponding images are transmitted to a service desk and a security guard after the door at the exit.
Description
Technical Field
The invention relates to the technical field of electronic information, in particular to an intelligent security tracking method and system for a shopping mall.
Background
With the rapid development of commercial economy, along with the continuous improvement of the living standard of people, in order to meet the shopping demands of consumers, the shopping form of shopping malls is more and more favored by consumers, various shopping malls around the country are endlessly seen, people sometimes bring their children together when visiting the shopping malls, however, when the flow of people in the shopping malls is large, parents and children are very easy to get lost, and sometimes lost children are stared at by lawless persons.
The problem of child missing is that for every family, the missing of children is a catastrophe like collapsing in one day, which not only causes the family to be unfortunate, but also becomes a serious social problem, causes a certain degree of social panic, increases the social instability factor, and seriously affects the harmonious development of the society; besides some are trodden by robbing, a great part of the trodden troops are caused by the fact that children get lost due to the fact that the children get away from guardians in many people or other occasions, and the children get lost due to the fact that the children are not found in time and are not searched in time.
Disclosure of Invention
The purpose of the invention is as follows: in order to overcome the disadvantages in the background art, embodiments of the present invention provide an intelligent security tracking method and system for a shopping mall, which can effectively solve the problems related to the background art.
The technical scheme is as follows: an intelligent security tracking method for a shopping mall comprises a camera, a processing device and a control device, and the method comprises the following steps:
after detecting that a human body enters an entrance of a market, a camera in the market is started to capture an image in real time;
a camera at the entrance of the mall captures a corresponding human body image and detects whether children exist in the human body image;
if the children are detected in the entering human body, images of the children and the preset number of people beside the children are shot, and whether the relationship between the children and the preset number of people is close or not is analyzed;
if the children are close, the children are judged as family members of the children, and a plurality of cameras in a market are used for shooting images along the path;
if the camera with the preset distance in front of the outlet of the mall captures the image of the child, comparing the current image of the child and the image of the preset number of people beside the child with the image captured at the inlet, and analyzing whether a matched face image exists or not;
if no matched face image exists, warning is carried out through broadcasting in a shop, and a door at an exit of the shop is closed by using a control device;
and transmitting the corresponding images to a service desk and a security guard after the door closing at the outlet is detected.
As a preferred mode of the present invention, when a plurality of cameras in a shopping mall are used to capture images along the shopping mall, the method further includes:
comparing the face images of the preset number of people beside the child, which are shot along the way, with the face images shot at an entrance, and analyzing whether the face images are matched or not;
if not, a plurality of cameras in the commercial site are utilized to track the real-time images in real time and transmit the captured real-time images to a service desk and a security guard.
As a preferred mode of the present invention, when a plurality of cameras in a shopping mall are used to capture images along the shopping mall, the method further includes:
if no other human body images are shot beside the child, whether a human body corresponding to the image shot at the entrance of the shopping mall appears beside the child within a preset time is detected;
if not, the system judges the system to be in a lost state and transmits the corresponding image and the judged information to the service desk.
As a preferred mode of the present invention, the method further includes:
if the service desk notifies the lost object, the camera of the service desk is used for shooting the human body image and detecting whether the currently shot human body image is matched with the human body image shot in the previous market;
if yes, the service desk calls all the corresponding human body images shot in the shopping mall out to inquire the specific lost place of the lost object.
As a preferred mode of the present invention, the method further includes:
if a camera in a shop captures that the human body has illegal behaviors, transmitting a real-time corresponding image to a security guard;
and after receiving the real-time corresponding image, the security guard searches for the corresponding violation personnel to carry out corresponding punishment on the violation personnel.
The utility model provides an intelligent security tracking system for market, includes a plurality of cameras, processing apparatus and controlling means, a plurality of cameras set up in the market, processing apparatus is connected with camera unit and controlling means respectively, controlling means sets up in the big door of market exit for control market exit gate is closed, processing apparatus includes:
the human body detection module is used for detecting a human body at an entrance of a shopping mall;
the child detection module is used for detecting whether a child exists in the human body image;
the first analysis module is used for analyzing the relation between the images of the shot children and the preset number of people beside the children;
the family judgment module is used for judging whether the images of the number of people preset beside the family are children's families or not;
the first comparison module is used for comparing the images of the children at the exit and the preset number of people beside the children with the images shot at the entrance;
the second analysis module is used for analyzing whether the face images of the children and the preset number of people beside the children are matched with the face image shot at the entrance;
the control broadcast module is used for controlling the broadcast in the commercial place to warn;
the outlet control module is used for closing the door at the outlet of the shopping mall by using the control device;
the exit detection module is used for detecting whether a gate at an exit is closed or not;
and the transmission module is used for transmitting the image to a service desk and a security guard.
As a preferable aspect of the present invention, the processing apparatus further includes:
the second comparison module is used for comparing the face image in the preset number of people beside the child shot along the way with the face image shot at an entrance;
and the tracking module is used for tracking the unmatched children along the way and the preset number beside the children.
As a preferable aspect of the present invention, the processing apparatus further includes:
the first detection module is used for detecting whether a human body corresponding to an image shot at an entrance of a shopping mall appears beside the child within a preset time;
and the lost judging module is used for judging the child as a lost state.
As a preferable aspect of the present invention, the processing apparatus further includes:
the second detection module is used for detecting whether the human body image of the lost object currently shot is matched with the human body image shot in the previous market;
and the image calling module is used for calling the human body image through the display.
As a preferable aspect of the present invention, the processing apparatus further includes:
and the violation detection module is used for detecting whether the captured human body image has a violation behavior.
The invention realizes the following beneficial effects: the system comprises a camera, a processing device and a control device, wherein after a person enters an entrance of a market is detected, the camera in the market starts a real-time image shooting mode, the camera at the entrance of the market shoots a corresponding human body image and detects whether a child exists in the human body image, if the child exists, the camera shoots the images of the child and the preset number of people beside the child and analyzes whether the relationship between the child and the preset number of people is close, if the child is close, the camera is determined as a family of the child and utilizes a plurality of cameras in the market to shoot images along the way, if the camera at the preset distance in front of the exit of the market shoots the images of the child, the current images of the child and the preset number of people beside the child are compared with the images shot at the entrance and analyzed whether a matched face image exists, if the matched face image does not exist, the alarm is given through broadcasting in the market and the control device is used for closing a, detect the door of exit and close the corresponding image transmission that will shoot and to service desk and security personnel department, can effectively avoid in the market that children are taken away and the problem that children lost when market flow is great.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present disclosure and together with the description, serve to explain the principles of the disclosure.
FIG. 1 is a flow chart of an intelligent security tracking method for a mall according to an exemplary embodiment of the present invention;
FIG. 2 is a flow chart of a method for intelligent mid-stream security tracking according to an exemplary embodiment of the present invention;
FIG. 3 is a flow chart of a method for detecting a loss of a child in a mall according to one embodiment of the present invention;
FIG. 4 is a flow chart of a method of detecting lost items in a mall provided in accordance with one example of the present invention;
FIG. 5 is a flow chart of a method for detecting violations in accordance with an example of the present invention;
fig. 6 is an architecture diagram of an intelligent security tracking system for a shopping mall according to an example of the present invention.
Detailed Description
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.
Example one
Referring to fig. 1, fig. 1 is a flowchart of an intelligent security tracking method for a shopping mall according to an example of the present invention.
Specifically, the present embodiment provides an intelligent security tracking method for a shopping mall, including a camera 1, a processing device 2 and a control device 3, the method includes:
s1, after detecting that a human body enters the entrance of the market, starting a real-time image shooting mode by a camera 1 in the market;
s2, the camera 1 at the entrance of the market takes the corresponding human body image and detects whether children exist in the human body image;
s3, if the children are detected in the entering human body, images of the children and the preset number of people beside the children are taken, and whether the relationship between the children and the preset number of people is close is analyzed;
s4, if the children are close, the children are judged to be family members of the children, and a plurality of cameras 1 in a market are used for shooting images along the path;
s5, if the image of the child is shot by the camera 1 with a preset distance in front of the exit of the mall, comparing the current image of the child and the preset number of people beside the child with the image shot at the entrance and analyzing whether a matched face image exists or not;
s6, if no matching face image exists, warning is carried out through broadcasting in the store, and the door at the exit of the store is closed by using the control device 3;
and S7, transmitting the corresponding images to the service desk and the security guard after detecting that the door at the outlet is closed.
The camera 1 in the mall starts a real-time image shooting mode, which means that all the cameras 1 in the mall start the real-time image shooting mode; the preset number of people is 0-20, and the number of people is preferably 4 in the embodiment; the intimacy refers to whether a person beside the child holds up the child, interacts with the child and pulls the child; the step of shooting the images along the way refers to shooting the images corresponding to the children and the family members in the store by using the cameras 1 in the way of walking; the preset distance is 0-100 meters, and is preferably 15 meters in the embodiment; the comparison refers to comparing the face image of the preset number of people beside the child with the face image judged as the home; whether the matched face image exists or not means whether the face image of the preset number of people beside the child and the face image which is judged as a parent before have the recognition degree of 90 percent or not; the warning through the broadcasting in the market refers to playing the corresponding family of the children by utilizing the broadcasting in the market
Information that the length is not consistent with and information that a gate at an exit of a shopping mall is to be closed; when the door at the outlet of the shopping mall is closed, customers can be reminded of getting away from the door in time through broadcasting, and the door is prevented from being clipped; the transmission to the service desk and the security guard refers to the transmission of the corresponding images to the display of the service desk and the security guard.
In S1, after detecting that a human body enters the entrance of the mall, all the cameras 1 in the mall are turned on to capture images in real time, so as to monitor the information of the entire mall in real time.
In S2, when the camera 1 at the entrance of the mall captures the corresponding human body image, it is detected whether there is a child therein, and the camera 1 at the entrance captures the entering human body image in real time to detect whether there is a child therein.
In S3, specifically after detecting a child in the entering human body, images of the child and the 4 people beside the child are taken and analyzed for their actions of holding up the child, interacting with the child, and pulling the child, and the absence of any anti-reacting, crying, and shouting actions by the child, and the presence of parents of the child in the people around the child is detected in real time.
At S4, after detecting the relationship between the children and the parent, the nearby person close to the child is determined as the family of the child, and the camera 1 in the store is used to capture the corresponding images of the child and the family while walking, that is, after the family is determined as the parent, the camera 1 in the store is used to track the images of the child and the parent until the child and the parent leave the store.
In S5, camera 1 of specific preset distance before the market export shoots behind children' S the image, will be present face image that the number of presetting people beside children and face image that is judged as the home owner carry out the comparison and whether the face image that has the degree of acquaintance among them and reach 90% is analyzed, prevent when the market traffic is great that there is lawless persons to hold away children or children and head of a family wander away.
In S6, after the matched face image is not detected, the broadcast in the mall is used to play the information that the child does not correspond to the parent and the closing information about the door at the exit of the mall, and the control device 3 is used to close the door at the exit of the mall, so as to prevent the lawbreakers from immediately withdrawing after hearing the broadcast.
In S7, after the door closing at the exit is detected, the corresponding captured image is transmitted to the display of the service desk and the security guard to notify the service desk and the security guard that the situation occurs, and the personnel at the service desk and the security guard can go to the corresponding location to view the situation immediately after seeing the situation.
Example two
Referring to fig. 2, fig. 2 is a flowchart of a method for intelligent mid-stream security tracking according to an example of the present invention.
Specifically, the present embodiment is substantially the same as the first embodiment, and the difference is that in the present embodiment, when a plurality of cameras 1 in a shopping mall are used to capture images along the shopping mall, the method further includes:
s40, comparing the face images of the preset number of people beside the child shot along the way with the face images shot at the entrance, and analyzing whether the face images are matched or not;
and S41, if not, tracking the video in real time by using a plurality of cameras 1 in the commercial site and transmitting the captured real-time video to a service desk and a security guard.
Specifically, when the camera 1 in the mall is used for capturing the corresponding images of the children and the family members in the walking process, the face images of the preset number of people beside the children walking in the mall are compared with the face images captured at the entrance and judged as parents, whether the face images with the acquaintance degree of 90% exist is analyzed, if not, the children and the 4 people beside the children are tracked in real time by the cameras 1 in the mall, and the captured real-time images are transmitted to the display of the service desk and the display of the security guard, so that the working personnel of the service desk and the security guard can inquire a security guard real-time place to send out the personnel to consult the specific situation in the past.
EXAMPLE III
Referring to fig. 3, fig. 3 is a flowchart of a method for detecting a child lost in a mall according to an example of the present invention. Specifically, the present embodiment is substantially the same as the first embodiment, and the difference is that in the present embodiment, when a plurality of cameras 1 in a shopping mall are used to capture images along the shopping mall, the method further includes:
s42, if no other human body images are shot beside the child, whether a human body corresponding to the image shot at the entrance of the shopping mall appears beside the child within a preset time is detected;
and S43, if not, determining the state as lost and transmitting the corresponding image and the determined information to the service desk.
Wherein the preset time is 0-1 hour, and preferably 20 minutes in the embodiment.
Specifically, when a camera 1 in a mall is used for capturing a corresponding image of a child and a family member of the child in the process of walking, if no other human body image is captured beside the child, whether a human body image judged as a parent appears beside the child within 20 minutes is detected, if no human body image judged as a parent appears within 20 minutes, the child is judged to be in a lost state, the corresponding image and the lost judgment information are transmitted to a display of a service desk, and a worker of the service desk immediately visits a place corresponding to the child to consult specific conditions after checking.
Example four
Referring to fig. 4, fig. 4 is a flowchart of a method for detecting lost items in a mall according to an exemplary embodiment of the present invention.
Specifically, the present embodiment is substantially the same as the first embodiment, and the difference is that in the present embodiment, the method further includes:
s8, if the service desk notifies the lost object, using the service desk camera 1 to shoot the human body image and detecting whether the current shot human body image matches with the human body image shot in the previous market;
s9, if yes, the service desk calls all the corresponding human body images taken in the shopping mall out to inquire the specific lost place of the lost object.
Specifically, when a customer notifies that the customer loses an object at a service desk, a camera 1 of the service desk is used for shooting a current human body image of the customer, then whether the recognition degree of the currently shot human body image and a human body image corresponding to the customer shot by the camera 1 in a previous market reaches 90% is detected, if yes, a display at the service desk calls out all the human body images shot in the market and having the recognition degree reaching 90% with the customer, and then a place image corresponding to the lost object in the customer image is inquired,
EXAMPLE five
Referring to fig. 5, fig. 5 is a flowchart of a method for detecting a violation according to an example of the present invention.
Specifically, the present embodiment is substantially the same as the first embodiment, and the difference is that in the present embodiment, the method further includes:
s10, if the camera 1 in the commercial place captures the human body with illegal behaviors, transmitting the corresponding real-time image to a security guard;
and S11, after receiving the real-time corresponding image, the security guard searches for a corresponding offender to perform corresponding punishment on the offender.
The illegal behaviors include that garbage is thrown in a shopping mall, sputum is spitted anywhere, public facilities are damaged, stealing and robbing are carried out, and excrement and urine are discharged anywhere; the punishment means the fine of the customer with the illegal action, the notification of the police bureau and the criticizing education.
Specifically, if the camera 1 in the store detects that the captured image has behaviors of throwing garbage in a shopping mall, spitting anywhere, destroying public facilities, stealing, robbing and relieving the bowels when the image is captured, the real-time image of the customer with illegal behaviors is tracked and transmitted to the display of the security guard, and after the security guard inquires the image of the customer with illegal behaviors through the display of the security guard, the security guard immediately finds the customer with illegal behaviors and carries out corresponding punishment on the customer, such as penalty, public security bureau notification and criticizing education.
EXAMPLE six
Referring to fig. 6, fig. 6 is an architecture diagram of an intelligent security tracking system for a shopping mall according to an example of the present invention.
Specifically, this embodiment provides an intelligent security tracking system for market, including a plurality of cameras 1, processing apparatus 2 and controlling means 3, a plurality of cameras 1 set up in the market, processing apparatus 2 is connected with camera unit and controlling means 3 respectively, controlling means 3 sets up in the market exit gate for control market exit gate is closed, processing apparatus 2 includes:
the human body detection module 20 is used for detecting a human body at an entrance of a shopping mall;
a child detection module 21, configured to detect whether a child is present in the human body image;
a first analysis module 22, configured to analyze a relationship between the captured images of the child and a preset number of people beside the child;
the family judgment module is used for judging whether the images of the number of people preset beside the family are children's families or not;
the first comparison module 23 is used for comparing the images of the children at the exit and the number of people nearby the children with the images shot at the entrance;
the second analysis module 24 is configured to analyze whether the face images of the child and the preset number of people beside the child are matched with the face image captured at the entrance;
the control broadcast module 25 is used for controlling the broadcast in the commercial place to warn;
an exit control module 26 for closing the door at the exit of the mall by using the control device 3;
an exit detection module 27 for detecting whether a gate at an exit is closed;
and a transmission module 28 for transmitting the image to the service desk and the security guard.
As an embodiment of the present invention, the processing apparatus 2 further includes:
the second comparison module 29 is used for comparing the face image of the preset number of people beside the child taken along the way with the face image taken at the entrance;
and the tracking module 30 is used for tracking the unmatched children along the way and the preset number of people beside the children.
As an embodiment of the present invention, the processing apparatus 2 further includes:
the first detection module 31 is used for detecting whether a human body corresponding to an image captured at an entrance of a shopping mall appears beside the child within a preset time;
and a lost judging module 32 for judging the child as lost state.
As an embodiment of the present invention, the processing apparatus 2 further includes:
the second detection module 33 is configured to detect whether the currently captured human body image of the lost object matches the human body image captured in the previous shopping mall;
and an image output module 34 for outputting the human body image through the display.
As an embodiment of the present invention, the processing apparatus 2 further includes:
and the violation detection module 35 is configured to detect whether the captured human body image has a violation.
It should be understood that, in the sixth embodiment, the specific implementation process of each module described above may correspond to the description of the above method embodiments (embodiment one to embodiment five), and is not described in detail here.
The system provided by the fifth embodiment is only illustrated by dividing the functional modules, and in practical applications, the above-mentioned functions may be distributed by different functional modules according to needs, that is, the internal structure of the system is divided into different functional modules to complete all or part of the functions described above.
The above embodiments are merely illustrative of the technical ideas and features of the present invention, and are intended to enable those skilled in the art to understand the contents of the present invention and implement the present invention, and not to limit the scope of the present invention. All equivalent changes or modifications made according to the spirit of the present invention should be covered within the protection scope of the present invention.
Claims (2)
1. An intelligent security tracking method for a shopping mall comprises a camera, a processing device and a control device, and is characterized by comprising the following steps:
after detecting that a human body enters an entrance of a market, a camera in the market is started to capture an image in real time;
a camera at the entrance of the mall captures a corresponding human body image and detects whether children exist in the human body image;
if the children are detected in the entering human body, images of the children and the preset number of people beside the children are shot, and whether the relationship between the children and the preset number of people is close or not is analyzed;
if the children are close, the children are judged as family members of the children, and a plurality of cameras in a market are used for shooting images along the path;
if the camera with the preset distance in front of the outlet of the mall captures the image of the child, comparing the current image of the child and the image of the preset number of people beside the child with the image captured at the inlet, and analyzing whether a matched face image exists or not;
if no matched face image exists, warning is carried out through broadcasting in a shop, and a door at an exit of the shop is closed by using a control device;
transmitting the corresponding images shot to a service desk and a security guard after the door at the outlet is detected to be closed;
when a plurality of cameras in a market are used for shooting images along the market, the method further comprises the following steps:
comparing the face images of the preset number of people beside the child, which are shot along the way, with the face images shot at an entrance, and analyzing whether the face images are matched or not;
if not, tracking the mobile terminal in real time by using a plurality of cameras in the commercial site and transmitting the captured real-time images to a service desk and a security guard;
when a plurality of cameras in a market are used for shooting images along the market, the method further comprises the following steps:
if no other human body images are shot beside the child, whether a human body corresponding to the image shot at the entrance of the shopping mall appears beside the child within a preset time is detected;
if not, the mobile terminal judges the mobile terminal to be in a lost state and transmits the corresponding image and the judged information to the service desk;
when a plurality of cameras in a market are used for shooting images along the market, the method further comprises the following steps:
if the service desk notifies the lost object, the camera of the service desk is used for shooting the human body image and detecting whether the currently shot human body image is matched with the human body image shot in the previous market;
if yes, the service desk calls out all the corresponding human body images shot in the shopping mall to inquire the specific lost place of the lost object;
when a plurality of cameras in a market are used for shooting images along the market, the method further comprises the following steps:
if a camera in a shop captures that the human body has illegal behaviors, transmitting a real-time corresponding image to a security guard;
and after receiving the real-time corresponding image, the security guard searches for the corresponding violation personnel to carry out corresponding punishment on the violation personnel.
2. The utility model provides an intelligent security tracking system for market, includes a plurality of cameras, processing apparatus and controlling means, a plurality of cameras set up in the market, processing apparatus is connected with camera unit and controlling means respectively, controlling means sets up in the big door of market exit for control market exit gate is closed, its characterized in that, processing apparatus includes:
the human body detection module is used for detecting a human body at an entrance of a shopping mall;
the child detection module is used for detecting whether a child exists in the human body image;
the first analysis module is used for analyzing the relation between the images of the shot children and the preset number of people beside the children;
the family judgment module is used for judging whether the images of the number of people preset beside the family are children's families or not;
the first comparison module is used for comparing the images of the children at the exit and the preset number of people beside the children with the images shot at the entrance;
the second analysis module is used for analyzing whether the face images of the children and the preset number of people beside the children are matched with the face image shot at the entrance;
the control broadcast module is used for controlling the broadcast in the commercial place to warn;
the outlet control module is used for closing the door at the outlet of the shopping mall by using the control device;
the exit detection module is used for detecting whether a gate at an exit is closed or not;
the transmission module is used for transmitting the images to the service desk and the security guard;
the second comparison module is used for comparing the face image in the preset number of people beside the child shot along the way with the face image shot at an entrance;
the tracking module is used for tracking the unmatched children and the preset number of people beside the children along the way;
the first detection module is used for detecting whether a human body corresponding to an image shot at an entrance of a shopping mall appears beside the child within a preset time;
the lost judging module is used for judging the children as lost states;
the second detection module is used for detecting whether the human body image of the lost object currently shot is matched with the human body image shot in the previous market;
the image calling module is used for calling out the human body image through the display;
and the violation detection module is used for detecting whether the captured human body image has a violation behavior.
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| CN108229439B (en) * | 2018-02-05 | 2022-06-24 | 上海筱启数字科技集团有限公司 | Artificial intelligence road health cloud computing management system |
| CN108654095B (en) * | 2018-04-21 | 2020-04-17 | 合肥龙图腾信息技术有限公司 | Intelligent heat dissipation method for carousel |
| CN108499114B (en) * | 2018-04-21 | 2019-11-05 | 娄琪 | Carrousel intelligent heat dissipation platform |
| CN109543638A (en) * | 2018-11-29 | 2019-03-29 | 与德科技有限公司 | A kind of face identification method, device, equipment and storage medium |
| CN109887234B (en) * | 2019-03-07 | 2023-04-18 | 百度在线网络技术（北京）有限公司 | Method and device for preventing children from getting lost, electronic equipment and storage medium |
| JP7215936B2 (en) * | 2019-03-08 | 2023-01-31 | 本田技研工業株式会社 | Lost child prevention support system |
| CN111754559A (en) * | 2019-03-26 | 2020-10-09 | 群光电子股份有限公司 | Monitoring device and monitoring method |
| CN111325954B (en) * | 2019-06-06 | 2021-09-17 | 杭州海康威视***技术有限公司 | Personnel loss early warning method, device, system and server |
| CN110782627A (en) * | 2019-09-23 | 2020-02-11 | 武汉职业技术学院 | Anti-lost system based on multi-person face recognition |
| CN113963524A (en) * | 2021-10-26 | 2022-01-21 | 云知声智能科技股份有限公司 | Method and device for identifying strangers in park, electronic equipment and storage medium |
| CN114257794A (en) * | 2022-03-02 | 2022-03-29 | 英特灵达信息技术(深圳)有限公司 | Video analysis computing power scheduling method and system |
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| US20160335501A1 (en) * | 2015-05-15 | 2016-11-17 | Aetek Inc. | Surveillance device, system and method thereof |
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| CN106340093A (en) * | 2016-08-24 | 2017-01-18 | 上海斐讯数据通信技术有限公司 | Security protection method and system for kindergarten pick-up |
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