CN113128450A - Safety protection method and system based on face recognition - Google Patents
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Abstract
The invention discloses a safety protection method and a safety protection system based on face recognition, wherein when first equipment is awakened, a target range image is collected, and face recognition is carried out on the target range image to generate a recognition result; and judging whether the recognition result accords with a preset human face, and if not, sending the target range image to second equipment bound with the first equipment for displaying and warning. The invention has the technical effects that (1) the acquisition range is not fixed at a specific point any more, and video acquisition is carried out along with a user, so that the problem that the possible acquisition range is limited in the traditional acquisition process is solved; (2) independent of the knowledge base, it does not need to know all people's facial images, since there are only a few people in total, rather than many people, who need to unlock the smart device, in which case only the head portraits of the few people who need to unlock need to be known, and many people's head portraits are not needed.
Description
Technical Field
The invention relates to the field of safety monitoring, in particular to a safety protection method and a safety protection system based on face recognition.
Background
In modern life, parents often worry about safety of children and fear that the children become criminal objects of criminal behaviors such as kidnapping, abduction and the like. In order to solve the above problem, in a kindergarten as an example, a camera is generally installed at a high place of a kindergarten door, a person approaching a child is subjected to face recognition using a fixed camera, and if the person subjected to face recognition is found not to be in a database, a warning is given to a manager in the kindergarten.
However, this method has serious problems that firstly it is fixed in a certain place, the detection range is not flexible, and it is fixed in a limited area, and on the other hand, it depends heavily on the knowledge base, and once it does not exist in the knowledge base, it is very easy to make misjudgment.
Disclosure of Invention
In order to solve the technical problem, the invention provides a safety protection method and a system based on face recognition, wherein the safety protection method comprises the following steps:
in one aspect, a safety protection method based on face recognition is provided, which includes:
when the first device is awakened, acquiring a target range image, and performing face recognition on the target range image to generate a recognition result;
and judging whether the recognition result accords with a preset human face, and if not, sending the target range image to second equipment bound with the first equipment for displaying and warning.
In the technical scheme, on one hand, the acquisition range is not fixed at a specific point any more, and video acquisition is carried out along with a user, so that the problem that the possible acquisition range is limited in the traditional acquisition process is solved;
on the other hand, it does not rely on a knowledge base, it does not need to know the face image of all people, because there are only a few people in total, not many people, who need to unlock the smart watch, in which case only the head portraits of a few people, who need to unlock, need to be known, and many people's head portraits are not needed.
Preferably, before the first device is woken up, the method further includes:
acquiring sensing data transmitted by a sensor arranged on the first equipment;
and judging whether the first equipment is in an abnormal state or not through a preset wind control model according to the sensing data, and if so, awakening the first equipment.
In the preferred embodiment, sensing data and an extensible wind control model are set, so that various risks are effectively detected, the adaptability of the system is greatly improved, the system can meet the use requirements in various different environments, and the safety factor of children is improved.
Preferably, the sending the target range image to the second device bound to the first device specifically includes:
the first device sends the target range image and the communication identifier of the second device to a server;
and the server forwards the target range image to the corresponding second equipment according to the communication identifier.
Further preferably, the method further comprises the following steps: and inputting a preset face and a communication identifier of the second equipment into the first equipment.
Preferably, when the target range image is transmitted to the second device bound to the first device, the method further includes:
acquiring the geographical position of the first equipment;
sending the geographic location to the second device.
In this technical scheme, through sending geographical position, promoted the variety of information on the one hand, on the other hand also is favorable to helping guardian or other personnel in time to learn dangerous place of occurrence to better, more timely reaction.
In another aspect, a safety protection system based on face recognition is provided, which includes:
the first device specifically comprises:
the image acquisition module is used for acquiring a target range image by using a camera arranged on the first equipment when the first equipment is awakened, carrying out face recognition on the target range image to generate a recognition result and judging whether the recognition result accords with a preset face;
the image sending module is used for sending the target range image to second equipment bound with the first equipment when the recognition result is different from the preset human face;
and the second equipment is used for receiving and displaying the target range image and sending a warning to the outside.
Preferably, the first device further includes a wake-up module, configured to acquire sensing data transmitted by a sensor disposed on the first device, and determine, according to the sensing data and through a pre-established wind control model, whether the first device is in an abnormal state, and if so, wake up the first device.
Preferably, the server is further configured to receive the target range image and a communication identifier of the second device, and forward the target range image to the corresponding second device according to the communication identifier.
Further preferably, the method further comprises the following steps: the device binding module is used for inputting a preset face into the first device;
and the preset face input module is used for inputting the communication identifier of the second equipment to the first equipment.
Preferably, the method further comprises the following steps: and the geographic sending unit is used for acquiring the geographic position of the first equipment and sending the geographic position to the second equipment when the recognition result is different from the preset human face.
The invention at least comprises the following technical effects:
(1) the acquisition range is not fixed at a specific point any more, and video acquisition is carried out along with the user, so that the problem that the possible acquisition range is limited in the traditional acquisition process is solved;
(2) independent of the knowledge base, it does not need to know all people's facial images, since there are only a few people in total, rather than many people, who need to unlock the smart watch, in which case only the head portraits of a few people who need to unlock need to be known, and the head portraits of many people are not needed
(3) By setting sensing data and an extensible wind control model, various risks are effectively detected, the adaptability of the system is greatly improved, the system can adapt to the use requirements under various different environments, and the safety factor of children is improved;
(4) through sending geographical position, promoted the variety of information on the one hand, on the other hand also is favorable to helping guardian or other personnel in time to learn dangerous place of occurrence to better, more timely reaction.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present invention, the drawings needed to be used in the description of the embodiments will be briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without inventive exercise.
FIG. 1 is a schematic flow chart of example 1 of the present invention;
FIG. 2 is a schematic flow chart of example 2 of the present invention;
FIG. 3 is a schematic flow chart of example 3 of the present invention;
FIG. 4 is a schematic structural diagram of a safety protection system based on face recognition according to the present invention;
FIG. 5 is a schematic structural diagram of a first device of a safety protection system based on face recognition according to the present invention;
fig. 6 is a flowchart illustrating embodiment 7 of the present invention.
Detailed Description
In the following description, for purposes of explanation and not limitation, specific details are set forth, such as particular system structures, techniques, etc. in order to provide a thorough understanding of the embodiments of the present application. However, it will be apparent to one skilled in the art that the present application may be practiced in other embodiments that depart from these specific details. In other instances, detailed descriptions of well-known systems, devices, circuits, and methods are omitted so as not to obscure the description of the present application with unnecessary detail.
It will be understood that the terms "comprises" and/or "comprising," when used in this specification and the appended claims, specify the presence of stated features, integers, steps, operations, elements, and/or components, but do not preclude the presence or addition of one or more other features, integers, steps, operations, elements, components, and/or groups thereof.
For the sake of simplicity, the drawings only schematically show the parts relevant to the present invention, and they do not represent the actual structure as a product. In addition, in order to make the drawings concise and understandable, components having the same structure or function in some of the drawings are only schematically depicted, or only one of them is labeled. In this document, "one" means not only "only one" but also a case of "more than one".
It should be further understood that the term "and/or" as used in this specification and the appended claims refers to and includes any and all possible combinations of one or more of the associated listed items.
In addition, in the description of the present application, the terms "first", "second", and the like are used only for distinguishing the description, and are not intended to indicate or imply relative importance.
In order to more clearly illustrate the embodiments of the present invention or the technical solutions in the prior art, the following description will be made with reference to the accompanying drawings. It is obvious that the drawings in the following description are only some examples of the invention, and that for a person skilled in the art, other drawings and embodiments can be derived from them without inventive effort.
Example 1:
as shown in fig. 1, the present embodiment provides a safety protection method based on face recognition, including:
s3: when the first device is awakened, acquiring a target range image, and performing face recognition on the target range image to generate a recognition result;
s4: judging whether the recognition result accords with a preset human face or not, and if not, entering S5;
s5: and sending the target range image to a second device bound with the first device for displaying and warning.
In modern life, parents often worry about safety of children and fear that the children become criminal objects of criminal behaviors such as kidnapping, abduction and the like. In order to solve the above problem, in a kindergarten as an example, a camera is generally installed at a high place of a kindergarten door, a person approaching a child is subjected to face recognition using a fixed camera, and if the person subjected to face recognition is found not to be in a database, a warning is given to a manager in the kindergarten.
However, this method has serious problems that firstly it is fixed in a certain place, the detection range is not flexible, and it is fixed in a limited area, and on the other hand, it depends heavily on the knowledge base, and once it does not exist in the knowledge base, it is very easy to make misjudgment.
Therefore, in this embodiment, portable devices that can be carried around, such as smart phones and smart watches, are generally used, and for children and the elderly, smart watches are generally used to implement this embodiment;
assuming that a child of school age is young, takes a smart watch with a face recognition function as a first device, when the child wants to unlock, the arm is lifted, the smart watch automatically wakes up after detecting that the arm is lifted by the young, then takes a head portrait of the young to perform face recognition, if the face recognition result passes, the child is normally unlocked, if the head portrait does not pass, the head portrait which is not young is recognized, and the situation that other dangerous molecules use the smart watch of the young is indicated, at the moment, the taken image is sent to a device bound with the smart watch of the young, namely a mobile phone of the young father and the young father, so that an alarm is given to inform the young that the child is dangerous.
On one hand, the acquisition range is not fixed at a specific point any more, and video acquisition is carried out along with a user, so that the problem that the possible acquisition range is limited in the traditional acquisition process is solved;
on the other hand, it does not rely on a knowledge base, it does not need to know the face image of all people, because there are only a few people in total, not many people, who need to unlock the smart watch, in which case only the head portraits of a few people, who need to unlock, need to be known, and many people's head portraits are not needed.
Example 2:
as shown in fig. 2, the present embodiment provides a safety protection method based on face recognition, including:
s0: and inputting a preset face and a communication identifier of the second equipment into the first equipment.
S1: acquiring sensing data transmitted by a sensor arranged on the first equipment;
s2: judging whether the first equipment is in an abnormal state or not through a preset wind control model according to the sensing data, and if so, entering S3;
s3: when the first device is awakened, acquiring a target range image, and performing face recognition on the target range image to generate a recognition result;
s4: judging whether the recognition result accords with a preset human face or not, and if not, entering S5;
s5: and sending the target range image to a second device bound with the first device for displaying and warning.
In this embodiment, since the types of risks are various, that is, a criminal may hold a small watch to try to unlock, or may hold a small hand on the street, the criminal may make a judgment through a plurality of sensors provided on the smart device by using a wind control model.
For example, the wrist is now grasped by the criminal, so that the pressure sensor arranged on the intelligent watch senses the sudden increase of the pressure, the characteristic that the wrist is grasped by the criminal from the rear in the wind control model is met, the intelligent watch is awakened to shoot and recognize the face, and corresponding danger information is transmitted to the parents.
By setting sensing data and an extensible wind control model, various risks are effectively detected, the adaptability of the system is greatly improved, the system can adapt to the use requirements under various different environments, the safety factor of children is improved,
example 3:
as shown in fig. 3, the present embodiment provides a safety protection method based on face recognition, including:
s0: inputting a preset face and a communication identifier of the second equipment into the first equipment;
s1: acquiring sensing data transmitted by a sensor arranged on the first equipment;
s2: judging whether the first equipment is in an abnormal state or not through a preset wind control model according to the sensing data, and if so, entering S3;
s3: when the first device is awakened, acquiring a target range image, and performing face recognition on the target range image to generate a recognition result;
s4: judging whether the recognition result accords with a preset human face or not, and if not, entering S5;
s5-1: the first device sends the target range image and the communication identifier of the second device to a server;
s5-2: the server forwards the target range image to the corresponding second equipment according to the communication identifier;
generally speaking, the task of image recognition is placed on a first device, namely a smart watch, meanwhile, device binding between the Mingming and the Mingming is also performed on the smart watch, when communication is performed, the telephone number is sent to a server through the telephone number of the Mingming smart phone, the server finds an account corresponding to the Mingming according to the telephone number, and relevant information is pushed to the Mingming.
Meanwhile, corresponding data can be input at the server side according to actual equipment conditions, the preset human face and the communication identification are directly arranged on the server, and when the intelligent watch is used, a large and clear telephone number is directly found through the equipment identification of the small and clear intelligent watch, so that related information is pushed to the large and clear intelligent watch.
Preferably, the method further comprises the following steps: s5-3: acquiring the geographical position of the first equipment; s5-4: sending the geographic location to the second device; s5-5: the second device performs presentation and warning.
In this embodiment, not only the image is transmitted to tell the mao-mingmen who may be a criminal, but also to tell the mao-mingmen where the danger is happening, and thus to tell the mao-mingmen where the reaction should be done.
Example 4:
as shown in fig. 4, the present embodiment provides a safety protection system based on face recognition, including:
the first device specifically comprises:
the image acquisition module is used for acquiring a target range image by using a camera arranged on the first equipment when the first equipment is awakened, carrying out face recognition on the target range image to generate a recognition result and judging whether the recognition result accords with a preset face;
the image sending module is used for sending the target range image to second equipment bound with the first equipment when the recognition result is different from the preset human face;
and the second equipment is used for receiving and displaying the target range image and sending a warning to the outside.
In modern life, parents often worry about safety of children and fear that the children become criminal objects of criminal behaviors such as kidnapping, abduction and the like. In order to solve the above problem, in a kindergarten as an example, a camera is generally installed at a high place of a kindergarten door, a person approaching a child is subjected to face recognition using a fixed camera, and if the person subjected to face recognition is found not to be in a database, a warning is given to a manager in the kindergarten.
However, this method has serious problems that firstly it is fixed in a certain place, the detection range is not flexible, and it is fixed in a limited area, and on the other hand, it depends heavily on the knowledge base, and once it does not exist in the knowledge base, it is very easy to make misjudgment.
Therefore, in this embodiment, portable devices that can be carried around, such as smart phones and smart watches, are generally used, and for children and the elderly, smart watches are generally used to implement this embodiment;
assuming that a child of school age is young, takes a smart watch with a face recognition function as a first device, when the child wants to unlock, the arm is lifted, the smart watch automatically wakes up after detecting that the arm is lifted by the young, then takes a head portrait of the young to perform face recognition, if the face recognition result passes, the child is normally unlocked, if the head portrait does not pass, the head portrait which is not young is recognized, and the situation that other dangerous molecules use the smart watch of the young is indicated, at the moment, the taken image is sent to a device bound with the smart watch of the young, namely a mobile phone of the young father and the young father, so that an alarm is given to inform the young that the child is dangerous.
On one hand, the acquisition range is not fixed at a specific point any more, and video acquisition is carried out along with a user, so that the problem that the possible acquisition range is limited in the traditional acquisition process is solved;
on the other hand, it does not rely on a knowledge base, it does not need to know the face image of all people, because there are only a few people in total, not many people, who need to unlock the smart watch, in which case only the head portraits of a few people, who need to unlock, need to be known, and many people's head portraits are not needed.
Example 5:
as shown in fig. 3, 4 and 5, this embodiment provides a safety protection system based on face recognition according to embodiment 4, including: the first equipment further comprises a waking module, wherein the waking module is used for acquiring sensing data transmitted by a sensor arranged on the first equipment, judging whether the first equipment is in an abnormal state or not through a pre-established wind control model according to the sensing data, and if so, waking up the first equipment.
In this embodiment, since the types of risks are various, that is, a criminal may hold a small watch to try to unlock, or may hold a small hand on the street, the criminal may make a judgment through a plurality of sensors provided on the smart device by using a wind control model.
For example, the wrist is now grasped by the criminal, so that the pressure sensor arranged on the intelligent watch senses the sudden increase of the pressure, the characteristic that the wrist is grasped by the criminal from the rear in the wind control model is met, the intelligent watch is awakened to shoot and recognize the face, and corresponding danger information is transmitted to the parents.
Example 6:
as shown in fig. 3, 4, and 5, this embodiment provides a safety protection system based on face recognition based on embodiment 5, and further includes a server, configured to receive the target range image and the communication identifier of the second device, and forward the target range image to the corresponding second device according to the communication identifier.
Further comprising: the device binding module is used for inputting a preset face into the first device; and the preset face input module is used for inputting the communication identifier of the second equipment to the first equipment.
Generally speaking, the task of image recognition is placed on a first device, namely a smart watch, meanwhile, device binding between the Mingming and the Mingming is also performed on the smart watch, when communication is performed, the telephone number is sent to a server through the telephone number of the Mingming smart phone, the server finds an account corresponding to the Mingming according to the telephone number, and relevant information is pushed to the Mingming.
Meanwhile, corresponding data can be input at the server side according to actual equipment conditions, the preset human face and the communication identification are directly arranged on the server, and when the intelligent watch is used, a large and clear telephone number is directly found through the equipment identification of the small and clear intelligent watch, so that related information is pushed to the large and clear intelligent watch.
Preferably, the method further comprises the following steps: and the geographic sending unit is used for acquiring the geographic position of the first equipment and sending the geographic position to the second equipment when the recognition result is different from the preset human face.
In the embodiment, the image is transmitted to inform the great Ming who may be a criminal, and also to inform the great Ming where the danger occurs, so as to inform the great Ming where the reaction should be carried out; .
Through sending geographical position, promoted the variety of information on the one hand, on the other hand also is favorable to helping guardian or other personnel in time to learn dangerous place of occurrence to better, more timely reaction.
Example 7:
as shown in fig. 6, in the present embodiment, a telephone watch with a camera face recognition unlocking function is provided, and a child watch starts the face recognition unlocking function by inputting the face information and the number information of a guardian of the watch; when face recognition is carried out, normal unlocking is finished when correct face information is retrieved, if the face information is not synchronized, the watch automatically takes pictures and generates picture information and address position information to a guardian, the guardian timely carries out safety judgment of the person under guardianship and makes a response, and the monitoring effect of the child telephone watch is improved.
The invention realizes the following through the embodiment:
(1) the acquisition range is not fixed at a specific point any more, and video acquisition is carried out along with the user, so that the problem that the possible acquisition range is limited in the traditional acquisition process is solved;
(2) independent of the knowledge base, it does not need to know all people's facial images, since there are only a few people in total, rather than many people, who need to unlock the smart watch, in which case only the head portraits of a few people who need to unlock need to be known, and the head portraits of many people are not needed
(3) By setting sensing data and an extensible wind control model, various risks are effectively detected, the adaptability of the system is greatly improved, the system can adapt to the use requirements under various different environments, and the safety factor of children is improved;
(4) through sending geographical position, promoted the variety of information on the one hand, on the other hand also is favorable to helping guardian or other personnel in time to learn dangerous place of occurrence to better, more timely reaction.
While preferred embodiments of the present invention have been described, additional variations and modifications in those embodiments may occur to those skilled in the art once they learn of the basic inventive concepts. Therefore, it is intended that the appended claims be interpreted as including preferred embodiments and all such alterations and modifications as fall within the scope of the invention.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.
Claims (10)
1. A safety protection method based on face recognition is characterized by comprising the following steps:
when the first device is awakened, acquiring a target range image, and performing face recognition on the target range image to generate a recognition result;
and judging whether the recognition result accords with a preset human face, and if not, sending the target range image to second equipment bound with the first equipment for displaying and warning.
2. The safety protection method based on face recognition according to claim 1, wherein before the first device is awakened, the method further comprises:
acquiring sensing data transmitted by a sensor arranged on the first equipment;
and judging whether the first equipment is in an abnormal state or not through a preset wind control model according to the sensing data, and if so, awakening the first equipment.
3. The safety protection method based on face recognition according to claim 1, wherein the sending the target range image to a second device bound to the first device specifically comprises:
the first device sends the target range image and the communication identifier of the second device to a server;
and the server forwards the target range image to the corresponding second equipment according to the communication identifier.
4. The safety protection method based on face recognition according to claim 1 or 3, further comprising: and inputting a preset face and a communication identifier of the second equipment into the first equipment.
5. The safety protection method based on face recognition according to claim 1, wherein the sending the target range image to a second device bound to the first device further comprises:
acquiring the geographical position of the first equipment;
sending the geographic location to the second device.
6. A safety protection system based on face recognition is characterized by comprising:
the first device specifically comprises:
the image acquisition module is used for acquiring a target range image by using a camera arranged on the first equipment when the first equipment is awakened, carrying out face recognition on the target range image to generate a recognition result and judging whether the recognition result accords with a preset face;
the image sending module is used for sending the target range image to second equipment bound with the first equipment when the recognition result is different from the preset human face;
and the second equipment is used for receiving and displaying the target range image and sending a warning to the outside.
7. The safety protection system based on face recognition according to claim 6, wherein the first device further comprises a wake-up module, configured to obtain sensing data transmitted by a sensor disposed on the first device, and determine whether the first device is in an abnormal state according to the sensing data through a pre-established wind control model, and if so, wake up the first device.
8. The safety protection system based on face recognition according to claim 6, further comprising a server, configured to receive the target range image and the communication identifier of the second device, and forward the target range image to the corresponding second device according to the communication identifier.
9. The system of claim 6 or 8, further comprising: the device binding module is used for inputting a preset face into the first device;
and the preset face input module is used for inputting the communication identifier of the second equipment to the first equipment.
10. The system of claim 6, further comprising: and the geographic sending unit is used for acquiring the geographic position of the first equipment and sending the geographic position to the second equipment when the recognition result is different from the preset human face.
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