CN113033423A - Data processing method and device - Google Patents
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Abstract
The application discloses a data processing method and a device, wherein the method comprises the following steps: obtaining a first image, wherein the first image comprises a first target object meeting a binding condition, and the first image is obtained by first image acquisition equipment arranged at a target place; determining a first designated object in the first image, wherein the first designated object has an association relation with the first target object; acquiring a second image, wherein the second image is acquired by a second image acquisition device arranged at an entrance and an exit of a target place; in the case where the first target object is included in the second image and the first designated object is not included, the first operation is performed.
Description
Technical Field
The present application relates to data processing technologies, and in particular, to a data processing method and apparatus.
Background
The safety problem of children is always a problem which is regarded by the public, and supervisors usually need to pay attention to the personal safety of children when taking the young children to go in and out of numerous public places, so as to avoid the children from being lost or being abducted by lawbreakers.
In order to prevent the child from being lost or being taken around in public, the supervisor usually needs to pay a lot of attention to the child or know where the child is located through the positioning device on the child, but in case of power loss, malfunction or being discarded, it is still difficult to avoid the child being lost.
Disclosure of Invention
In view of this, the present application provides the following technical solutions:
a method of data processing, comprising:
obtaining a first image, wherein the first image comprises a first target object meeting a binding condition, and the first image is obtained by a first image acquisition device arranged at a target place;
determining a first designated object in the first image, wherein the first designated object has an association relation with the first target object;
obtaining a second image, wherein the second image is obtained by a second image acquisition device arranged at the entrance and exit of the target place;
and executing a first operation under the condition that the first target object is contained in the second image and a first designated object having an association relation with the first target object is not contained.
Optionally, the first image capturing device is different from the second image capturing device, and the scenes of the target places where the images captured by the first image capturing device and the second image capturing device are different.
Optionally, an object whose height does not reach the height threshold or has an association relationship with other objects is determined as the first target object.
Optionally, the determining a first specified object in the first image, which has an association relationship with the first target object, includes:
determining an object having an associated action with the first target object in the first image as a first designated object, wherein the associated action comprises at least one of a handle, a face orientation, a holding, a vertical holding and an object connection;
or the like, or, alternatively,
determining an object in the first image whose distance from the first target object is less than a distance threshold as a first designated object.
Optionally, the first image is a first set including a plurality of continuously acquired images, and all images in the first set include the first target object;
the second image is a second set comprising a plurality of successively acquired images, all the images in the second set include the first target object, and the number of the images in the first set is the same as or different from the number of the images in the second image.
Optionally, after determining the first specified object in the first image, which has an association relationship with the first target object, the method further includes:
outputting and displaying the incidence relation between the first target object and the first designated object;
receiving an incidence relation correction operation of a second specified object to release the incidence relation between the first target object and the first specified object and establish the incidence relation between the first target object and a third specified object, wherein the third specified object and the second specified object are the same or different objects.
Optionally, before the obtaining the second image, the method further includes:
acquiring a plurality of groups of third images including the first target object through a third image acquisition device inside the target site;
determining a fourth designated object having an association relation with the first target object based on the association relations of the first target object and other surrounding objects in the plurality of groups of third images;
when the fourth designated object is different from the first designated object, releasing the association relationship between the first target object and the first designated object, and establishing the association relationship between the first target object and the fourth designated object;
then said performing a first operation, including, in a case where said first target object is included in said second image and a first designated object having an association relationship with said first target object is not included, performing a first operation:
in a case where the first target object is included in the second image and a fourth specified object having an association relationship with the first target object is not included, a first operation is performed.
Optionally, in a case that the second image includes the first target object and does not include a first designated object having an association relationship with the first target object, performing a first operation includes:
in the case where the first target object is included in the second image and a first designated object having an association relationship with the first target object is not included:
sending alarm information; or the like, or, alternatively,
and sending alarm information and sending the second image to a terminal which has an association relationship with the target place.
Optionally, before the obtaining the second image, the method further includes:
obtaining a search instruction for the first target object;
and searching the first target object from the images acquired by all the image acquisition devices of the target place in real time based on the image of the first target object.
The application also discloses a data processing device, including:
the first image acquisition module is used for acquiring a first image, wherein the first image comprises a first target object meeting a binding condition, and the first image is acquired by first image acquisition equipment arranged at a target place;
an incidence relation determining module, configured to determine a first specified object in the first image, which has an incidence relation with the first target object;
the second image acquisition module is used for acquiring a second image, and the second image is acquired by second image acquisition equipment arranged at the entrance and exit of the target place;
and the operation execution module is used for executing a first operation under the condition that the second image contains the first target object and does not contain a first specified object having an association relation with the first target object.
Further, the present application also discloses an electronic device, including:
a processor;
a memory for storing executable instructions of the processor;
wherein the executable instructions comprise: obtaining a first image, wherein the first image comprises a first target object meeting a binding condition, and the first image is obtained by a first image acquisition device arranged at a target place; determining a first designated object in the first image, wherein the first designated object has an association relation with the first target object; obtaining a second image, wherein the second image is obtained by a second image acquisition device arranged at the entrance and exit of the target place; and executing a first operation under the condition that the first target object is contained in the second image and a first designated object having an association relation with the first target object is not contained.
As can be seen from the foregoing technical solutions, an embodiment of the present application discloses a data processing method and apparatus, and the method includes: obtaining a first image, wherein the first image comprises a first target object meeting a binding condition, and the first image is obtained by a first image acquisition device arranged at a target place; determining a first designated object in the first image, wherein the first designated object has an association relation with the first target object; obtaining a second image, wherein the second image is obtained by a second image acquisition device arranged at the entrance and exit of the target place; and executing a first operation under the condition that the first target object is contained in the second image and a first designated object having an association relation with the first target object is not contained. Through the scheme, a specific object, such as a young child, can determine a supervisor who is in the same business as the specific object when entering a public place, and when the specific object leaves the public place, if the fact that the supervisor does not have the same business as the specific object is determined, alarm information can be triggered in time, the specific object is prevented from leaving the public place without permission or being taken by lawbreakers, and personal safety of the specific object in the public place is guaranteed to the greatest extent.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present application, the drawings needed to be used in the description of the embodiments or the prior art will be briefly described below, and it is obvious that the drawings in the following description are only embodiments of the present application, and it is obvious for those skilled in the art that other drawings can be obtained according to the provided drawings without creative efforts.
Fig. 1 is a flowchart of a data processing method disclosed in an embodiment of the present application;
FIG. 2 is a first schematic view of an adult infant standing upright;
FIG. 3 is a second schematic view of an adult infant standing upright;
FIG. 4 is a schematic view of the connection between the stroller and the adult;
FIG. 5 is a schematic view of the handle operation for adults and children;
FIG. 6 is a schematic diagram of a person misplacing to present an intimacy action;
FIG. 7 is a flow chart of another data processing method disclosed in the embodiments of the present application;
FIG. 8 is a schematic diagram of an interface displaying an association relationship disclosed in an embodiment of the present application;
fig. 9 is a schematic flow chart illustrating correction of association relationship disclosed in the embodiment of the present application;
fig. 10 is a schematic structural diagram of a data processing apparatus according to an embodiment of the present application.
Detailed Description
The technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the drawings in the embodiments of the present application, and it is obvious that the described embodiments are only a part of the embodiments of the present application, 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 application.
Fig. 1 is a flowchart of a data processing method disclosed in an embodiment of the present application, and referring to fig. 1, the data processing method may include:
step 101: the method comprises the steps of obtaining a first image, wherein the first image comprises a first target object meeting a binding condition, and the first image is obtained by a first image acquisition device arranged at a target place.
The target place can be public places with numerous personnel, such as shopping malls, parks, hotels and the like. In the present application, the first target object meeting the binding condition may be an object without complete civil activity ability, such as a child, and the data processing method disclosed in the embodiment of the present application is a technical scheme for guaranteeing personal safety of the object without complete civil activity ability in a public place. In this implementation, an object whose height does not reach the height threshold or has an association relationship with another object may be determined as the first target object through the analysis processing of the first image.
In order to ensure the personal safety of the first target object at the target location, some information related to the first target object, such as an image of the first target object, other objects having an association relationship with the first target object, and the like, needs to be acquired. Therefore, in the data processing method disclosed in the embodiment of the present application, first, a first image including a first target object needs to be obtained.
Since the target location usually requires a specific entrance or exits for entering or exiting the personnel, in one implementation of the embodiment of the present application, when the first target object enters the target location, the first image capturing device disposed at the entrance of the target location may capture and acquire the first image including the first target object, so that the first target object may immediately perform the security work on the first target object after entering the target location. Of course, the installation position of the first image capturing device is not limited in the present application, and the first image capturing device may be installed at an entrance of a target site, or may be installed at another position inside the target site.
Step 102: and determining a first specified object in the first image, wherein the first specified object has an association relation with the first target object.
It will be appreciated that for a first target object, such as a young child, having a guardian accompanying it when entering a target site with a large number of people, a first designated object associated with the first target object will also be included in the first image obtained. E.g., the first target object is a young child, the first designated object may be its parent, grandparent, other relative, etc.
The association relationship can be an action relationship, such as a handle and a vertical clasp; or can be an object connection relationship, such as a baby stroller or an anti-lost rope; or may be a positional relationship such as a distance below a distance threshold. Of course, the present application is not limited to the specific implementation of the above association relationship. By means of the predefined association relation, a first designated object in the first image related to the first target object may be determined, such as an adult having a pulling action with a child in the first image being determined as a guardian of the child.
Step 103: and obtaining a second image, wherein the second image is obtained by a second image acquisition device arranged at the entrance and exit of the target place.
The second image capturing device and the first image capturing device may be the same device or different devices, for example, the first image capturing device is installed at an east gate of a target location, and when the first target object enters the target location from the east gate, the first image capturing device captures and obtains a first image including the first target object; after a period of time, the first target object leaves the target place from the east gate, and is collected again by the first image collecting device to obtain a second image containing the first target object. For another example, a first image capturing device is installed at the east gate of the target site, a second image capturing device is installed at the west gate of the target site, the first target object enters the target site from the east gate, and the first image capturing device captures a first image including the first target object; after a period of time, the first target object leaves the target place through siemens, and a second image acquisition device installed in siemens acquires a second image of the first target object.
Of course, in addition to the manner described in the above example, when the first image device and the second image device are different devices, the first image device and the second image device may be installed at a same entrance, but the installation position and the shooting angle are different, for example, the first image capturing device is installed toward the outside of the target location to obtain the image of the person entering the target location; the second image acquisition equipment is arranged towards the interior of the target place so as to acquire images of people leaving the target place. In practical application, a plurality of image acquisition devices with different shooting angles can be installed at the entrance and exit of a target place so as to more comprehensively acquire figure images of all angles. Therefore, in one implementation, the first image capturing device is different from the second image capturing device, and the scenes of the target places where the images captured by the first image capturing device and the second image capturing device are captured are different, wherein the scenes may include, but are not limited to, angles and positions. As shown in fig. 2 and 3, which are schematic diagrams of a child held by an adult, it can be seen that in an actual scene, the orientation of the face of the child is not fixed, and therefore, a plurality of image capturing devices with different shooting angles can be installed at an entrance and an exit of a target place, so that the face of a first object in any direction can be shot.
It should be noted that, whether the first image capturing device and the second image capturing device are the same device or not, or whether the first image capturing device and the second image capturing device are installed at the same location or not, both of them and all other image capturing devices at the target site have a data sharing feature, that is, all image capturing devices at the target site belong to one cloud system, so as to facilitate implementation of the data processing method disclosed in the embodiment of the present application.
After step 103, the process proceeds to step 104.
Step 104: and executing a first operation under the condition that the first target object is contained in the second image and a first designated object having an association relation with the first target object is not contained.
If the second image only contains the first target object but does not contain the first designated object, it indicates that the first target object is leaving the target place alone or is being taken away from the target place by other people except the first designated object, and a first operation needs to be executed, for example, an alarm signal is sent to prompt security personnel at the target place, so as to prevent the first target object from independently getting lost or being taken away by irrelevant people.
The data processing method in the embodiment enables a specific object, such as a young child, to determine a supervisor who is in the same business as the specific object when the specific object enters a public place, and when the specific object leaves the public place, if the specific object determines that the supervisor is not in the same business as the specific object, alarm information can be triggered in time, the specific object is prevented from leaving the public place without permission or being taken by lawbreakers, and personal safety of the specific object in the public place is guaranteed to a great extent.
In the above embodiment, the determining a first specified object in the first image, which has an association relationship with the first target object, may include: determining that an object having an associated action with the first target object in the first image is a first designated object, wherein the associated action includes at least one of a handle, a face orientation, a holding, a vertical holding and an object connection, and the object connection includes a connection relation of a stroller and a connection relation of an anti-lost rope.
Considering the practical situation that, for an infant, a guardian usually holds the infant to enter a public place, or puts the infant into a cart, and pushes the cart to enter the public place, referring to the connection relationship between the vertical holding action shown in fig. 2 and the cart shown in fig. 4, the related actions may be holding, vertical holding, object connection, and the like; for children of a little older age, the guardian usually pulls the child with his hand or with an anti-lost rope to enter the public, see fig. 5 for the pulling action, so the associated actions may be pulling the handle, connecting objects, etc. The associated action may also include the above-mentioned face orientation and other possible action realizations, taking into account the actual scene.
Alternatively, determining a first specified object in the first image, which has an association relationship with the first target object, may include: determining an object in the first image whose distance from the first target object is less than a distance threshold as a first designated object.
For older children, such as children over 8 years old, the guardian may not have too much tube bundles for the child, and only needs to ensure that the child does not run to a place far away from the child, so in this case, the guardian and the child do not have associated actions, and at this time, the object in the first image whose distance from the first target object is less than the distance threshold may be determined as the first designated object.
In the above embodiment, the first image may be a first set including a plurality of consecutively acquired images, and all images in the first set include the first target object. Similarly, the second image may be a second set including a plurality of successively acquired images, all of the images in the second set including the first target object, and the number of images in the first set may be the same as or different from the number of images in the second image.
Due to the fact that the flow of people at the entrance and the exit of the target place is large, the number of people possibly contained in the first image and the second image is very large, and due to the fact that the shooting angle is fixed, the situation that the people are staggered in vision can occur, as shown in fig. 6, the front person and the rear person do not actually move in a hand-pulling mode, and only in the process of naturally swinging the arms when the user walks, the two persons have the hand-pulling mode from a specific angle. Therefore, in order to more accurately determine the first specific object having an association relationship with the first target object, the determination cannot be made only by means of a single image, but should be made in accordance with a set of images of consecutive pieces of the first target object to increase the accuracy of the determination result.
On the basis of the above-mentioned embodiments disclosed in the present application, fig. 7 shows a flowchart of another data processing method, and in combination with fig. 7, in another implementation, the data processing method may include:
step 701: the method comprises the steps of obtaining a first image, wherein the first image comprises a first target object meeting a binding condition, and the first image is obtained by a first image acquisition device arranged at a target place.
Step 702: and determining a first specified object in the first image, wherein the first specified object has an association relation with the first target object.
Step 703: and obtaining a second image, wherein the second image is obtained by a second image acquisition device arranged at the entrance and exit of the target place.
Step 704: and executing a first operation under the condition that the first target object is contained in the second image and a first designated object having an association relation with the first target object is not contained.
Step 705: and outputting and displaying the association relation between the first target object and the first designated object.
After the system determines the association of the first target object with the first designated object, the association may be output to enable the guardian of the first target object to obtain the association. For example, a display screen is arranged in an entrance of a mall, and the corresponding association relationship between a child who just enters the mall can be displayed, such as displaying images of the child and a determined guardian of the child, so that the real guardian of the child can see the images; a specific implementation may be to display an image containing the first target object, and mark the determined first target object and the first designated object with an association relationship by using a special mark, as shown in fig. 8, and mark the first target object and the first designated object by using a box.
Step 706: and receiving an incidence relation correction operation of a second specified object to release the incidence relation between the first target object and the first specified object and establish the incidence relation between the first target object and a third specified object.
Wherein the third designated object and the second designated object are the same or different objects.
Following the example of the foregoing mall, if the real guardian of the child sees that the guardian of the child recognizes incorrectly, that is, the association relationship between the first target object and the first designated object is incorrect, the association relationship between the child can be manually corrected, and the association relationship between the child or other guardians of the child and the child can be established.
In this embodiment, after the first designated object of the first target object is determined, the association relationship is output, so that the real guardian of the first target object obtains the information, and the association relationship can be actively corrected under the condition that the first designated object is identified incorrectly, so that the scheme is more perfect and applicable.
Referring to fig. 9, in another implementation, before the obtaining the second image, the method may further include:
step 901: and acquiring a plurality of groups of third images comprising the first target object through a third image acquisition device inside the target site.
As described above, because the flow rate of people at the entrance and the exit of the target site is relatively large, people may be dislocated to present a situation of close action connection, such as a handle; or when there are many people, there are objects in close proximity before and after the first target object, the first designated object of the first target object determined based on the first image may be inaccurate. Therefore, in the present embodiment, it is considered that, after the first target object enters the inside of the target site, a plurality of third images including the first target object are acquired by a plurality of image capturing devices provided inside the target site, and identification and determination of an object having an association relationship with the first target object are subsequently performed.
It should be noted that the third image capturing device may be one image capturing device, or may be a plurality of image capturing devices arranged at different positions and having a certain distance.
Step 902: and determining a fourth specified object having an association relation with the first target object based on the association relations of the first target object and other surrounding objects in the plurality of groups of third images.
Step 903: and under the condition that the fourth specified object is different from the first specified object, releasing the association relationship between the first target object and the first specified object and establishing the association relationship between the first target object and the fourth specified object.
If the plurality of sets of third images recognize that the object having the association relationship with the first target object is the fourth designated object different from the first designated object after entering the interior of the target place, it is described that the first target object determined based on the first image recognition is erroneous and needs to be corrected.
On the premise that the first target object is included in the second image and the first designated object having an association relationship with the first target object is not included in the second image, the performing the first operation may include: in a case where the first target object is included in the second image and a fourth specified object having an association relationship with the first target object is not included, a first operation is performed.
In one implementation, in the case that the second image includes the first target object and does not include a first designated object having an association relationship with the first target object, performing a first operation may include: in the case where the first target object is included in the second image and a first designated object having an association relationship with the first target object is not included: sending alarm information; or sending alarm information and sending the second image to a terminal which has an association relation with the target place.
Generally speaking, security personnel are arranged at or near the entrance and exit of the target place, the security personnel of the target place can carry terminal equipment for accessing the cloud system of the target place, under the condition that the second image contains the first target object but does not contain the first designated object, the fact that the first target object is possibly to be carried away from the target place by irrelevant personnel is indicated, in this case, in order to ensure the personal safety of the first target object, alarm information can be controlled to be sent out to remind the security personnel to verify the first target object which is about to leave the target place.
In some cases, the child in the target site has wandered away from the guardian, and the guardian can immediately notify the target site manager to request the target site manager to help find the missing child. Based on this situation, before the obtaining the second image, the method may further include: obtaining a search instruction for the first target object; and searching the first target object from the images acquired by all the image acquisition devices of the target place in real time based on the image of the first target object.
Because a plurality of image acquisition devices are arranged in the target place and the image of the first target object is obtained before, the first target object can be searched by adopting the image recognition technology from the images acquired by all the image acquisition devices in the target place in real time under the condition that the first target object needs to be searched.
While, for purposes of simplicity of explanation, the foregoing method embodiments have been described as a series of acts or combination of acts, it will be appreciated by those skilled in the art that the present application is not limited by the order of acts or acts described, as some steps may occur in other orders or concurrently with other steps in accordance with the application. 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 in this application.
The method is described in detail in the embodiments disclosed in the present application, and the method of the present application can be implemented by various types of apparatuses, so that an apparatus is also disclosed in the present application, and the following detailed description is given of specific embodiments.
Fig. 10 is a schematic structural diagram of a data processing apparatus disclosed in an embodiment of the present application, and referring to fig. 10, the data processing apparatus 100 may include:
the first image obtaining module 101 is configured to obtain a first image, where the first image includes a first target object that meets a binding condition, and the first image is obtained by a first image capturing device that is disposed at a target location.
An association relation determining module 102, configured to determine a first specified object in the first image, where the first specified object has an association relation with the first target object.
And the second image obtaining module 103 is used for obtaining a second image, wherein the second image is obtained by a second image acquisition device arranged at the entrance and exit of the target place.
An operation executing module 104, configured to execute a first operation if the second image includes the first target object and does not include a first specified object having an association relationship with the first target object.
The data processing device of the embodiment enables a specific object, such as a young child, to determine a supervisor who is in the same business as the specific object when the specific object enters a public place, and when the specific object leaves the public place, if the specific object determines that the supervisor is not in the same business as the specific object, alarm information can be triggered in time, the specific object is prevented from leaving the public place without permission or being taken by lawbreakers, and personal safety of the specific object in the public place is guaranteed to a great extent.
In one implementation, the first image capturing device is different from the second image capturing device, and the scenes of the target places where the images captured by the first image capturing device and the second image capturing device are different.
In one implementation, an object whose height does not reach a height threshold or has an association with other objects may be determined as the first target object.
In one implementation, the association determination module is specifically configured to: determining an object having an associated action with the first target object in the first image as a first designated object, wherein the associated action comprises at least one of a handle, a face orientation, a holding, a vertical holding and an object connection; or determining that the object in the first image, the distance between which and the first target object is less than the distance threshold value, is a first designated object.
In one implementation, the first image is a first set including a plurality of consecutively acquired images, and all images in the first set include the first target object; the second image is a second set comprising a plurality of successively acquired images, all the images in the second set include the first target object, and the number of the images in the first set is the same as or different from the number of the images in the second image.
In one implementation, the data processing apparatus further comprises: the relationship correction module is used for outputting and displaying the association relationship between the first target object and the first specified object after the association relationship determination module determines the first specified object which has the association relationship with the first target object in the first image; receiving an incidence relation correction operation of a second specified object to release the incidence relation between the first target object and the first specified object and establish the incidence relation between the first target object and a third specified object, wherein the third specified object and the second specified object are the same or different objects.
In one implementation, the data processing apparatus further comprises: before the second image obtaining module obtains a second image, a plurality of groups of third images comprising the first target object are collected through a third image collecting device in the target place; determining a fourth designated object having an association relation with the first target object based on the association relations of the first target object and other surrounding objects in the plurality of groups of third images; and under the condition that the fourth specified object is different from the first specified object, releasing the association relationship between the first target object and the first specified object and establishing the association relationship between the first target object and the fourth specified object.
The operation execution module may be specifically configured to: in a case where the first target object is included in the second image and a fourth specified object having an association relationship with the first target object is not included, a first operation is performed.
In one implementation, the operation execution module is specifically configured to: in the case where the first target object is included in the second image and a first designated object having an association relationship with the first target object is not included: sending alarm information; or sending alarm information and sending the second image to a terminal which has an association relation with the target place.
In one implementation, the data processing apparatus further comprises: the object searching module is used for obtaining a searching instruction aiming at the first target object before the second image obtaining module obtains the second image; and searching the first target object from the images acquired by all the image acquisition devices of the target place in real time based on the image of the first target object.
Further, the present application discloses an electronic device, which includes:
a processor;
a memory for storing executable instructions of the processor;
wherein the executable instructions comprise: obtaining a first image, wherein the first image comprises a first target object meeting a binding condition, and the first image is obtained by a first image acquisition device arranged at a target place; determining a first designated object in the first image, wherein the first designated object has an association relation with the first target object; obtaining a second image, wherein the second image is obtained by a second image acquisition device arranged at the entrance and exit of the target place; and executing a first operation under the condition that the first target object is contained in the second image and a first designated object having an association relation with the first target object is not contained.
The data processing apparatus of any of the above embodiments includes a processor and a memory, the first image obtaining module, the association relation determining module, the second image obtaining module, the operation executing module, and the like in the above embodiments are stored in the memory as program modules, and the processor executes the program modules stored in the memory to implement corresponding functions.
The processor comprises a kernel, and the kernel calls the corresponding program module from the memory. The kernel can be provided with one or more, and the processing of the return visit data is realized by adjusting the kernel parameters.
The memory may include volatile memory in a computer readable medium, Random Access Memory (RAM) and/or nonvolatile memory such as Read Only Memory (ROM) or flash memory (flash RAM), and the memory includes at least one memory chip.
An embodiment of the present application provides a storage medium, on which a program is stored, which when executed by a processor implements the data processing method described in the above embodiment.
The embodiment of the application provides a processor, wherein the processor is used for running a program, and the data processing method in the embodiment is executed when the program runs.
Further, the present embodiment provides an electronic device, which includes a processor and a memory. Wherein the memory is used for storing executable instructions of the processor, and the processor is configured to execute the data processing method described in the above embodiments via executing the executable instructions.
The embodiments in the present description are described in a progressive manner, each embodiment focuses on differences from other embodiments, and the same and similar parts among the embodiments are referred to each other. The device disclosed by the embodiment corresponds to the method disclosed by the embodiment, so that the description is simple, and the relevant points can be referred to the method part for description.
It is further noted that, herein, relational terms such as first and second, and the like may be used solely to distinguish one entity or action from another entity or action without necessarily requiring or implying any actual such relationship or order between such entities or actions. Also, the terms "comprises," "comprising," or any other variation thereof, are intended to cover a non-exclusive inclusion, such that a process, method, article, or apparatus that comprises a list of elements does not include only those elements but may include other elements not expressly listed or inherent to such process, method, article, or apparatus. Without further limitation, an element defined by the phrase "comprising an … …" does not exclude the presence of other identical elements in a process, method, article, or apparatus that comprises the element.
The steps of a method or algorithm described in connection with the embodiments disclosed herein may be embodied directly in hardware, in a software module executed by a processor, or in a combination of the two. A software module may reside in Random Access Memory (RAM), memory, Read Only Memory (ROM), electrically programmable ROM, electrically erasable programmable ROM, registers, hard disk, a removable disk, a CD-ROM, or any other form of storage medium known in the art.
The previous description of the disclosed embodiments is provided to enable any person skilled in the art to make or use the present application. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be applied to other embodiments without departing from the spirit or scope of the application. Thus, the present application is not intended to be limited to the embodiments shown herein but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
Claims (10)
1. A method of data processing, comprising:
obtaining a first image, wherein the first image comprises a first target object meeting a binding condition, and the first image is obtained by a first image acquisition device arranged at a target place;
determining a first designated object in the first image, wherein the first designated object has an association relation with the first target object;
obtaining a second image, wherein the second image is obtained by a second image acquisition device arranged at the entrance and exit of the target place;
and executing a first operation under the condition that the first target object is contained in the second image and a first designated object having an association relation with the first target object is not contained.
2. The data processing method according to claim 1, wherein the first image capturing device is different from the second image capturing device, and the scenes of the target places where the images captured by the first image capturing device and the second image capturing device are captured are different.
3. The data processing method according to claim 1, determining an object whose height does not reach a height threshold or has an association relationship with other objects as the first target object.
4. The data processing method of claim 1, the determining a first designated object in the first image having an association with the first target object, comprising:
determining an object having an associated action with the first target object in the first image as a first designated object, wherein the associated action comprises at least one of a handle, a face orientation, a holding, a vertical holding and an object connection;
or the like, or, alternatively,
determining an object in the first image whose distance from the first target object is less than a distance threshold as a first designated object.
5. The data processing method according to claim 1, wherein the first image is a first set comprising a plurality of successively acquired images, all images in the first set including the first target object;
the second image is a second set comprising a plurality of successively acquired images, all the images in the second set include the first target object, and the number of the images in the first set is the same as or different from the number of the images in the second image.
6. The data processing method according to claim 1, further comprising, after the determining a first specified object in the first image that has an association relationship with the first target object:
outputting and displaying the incidence relation between the first target object and the first designated object;
receiving an incidence relation correction operation of a second specified object to release the incidence relation between the first target object and the first specified object and establish the incidence relation between the first target object and a third specified object, wherein the third specified object and the second specified object are the same or different objects.
7. The data processing method of claim 1, further comprising, prior to the obtaining a second image:
acquiring a plurality of groups of third images including the first target object through a third image acquisition device inside the target site;
determining a fourth designated object having an association relation with the first target object based on the association relations of the first target object and other surrounding objects in the plurality of groups of third images;
when the fourth designated object is different from the first designated object, releasing the association relationship between the first target object and the first designated object, and establishing the association relationship between the first target object and the fourth designated object;
then said performing a first operation, including, in a case where said first target object is included in said second image and a first designated object having an association relationship with said first target object is not included, performing a first operation:
in a case where the first target object is included in the second image and a fourth specified object having an association relationship with the first target object is not included, a first operation is performed.
8. The data processing method according to claim 1, said performing, in a case where the first target object is included in the second image and a first specified object having an association relationship with the first target object is not included, a first operation comprising:
in the case where the first target object is included in the second image and a first designated object having an association relationship with the first target object is not included:
sending alarm information; or the like, or, alternatively,
and sending alarm information and sending the second image to a terminal which has an association relationship with the target place.
9. The data processing method of claim 1, further comprising, prior to the obtaining a second image:
obtaining a search instruction for the first target object;
and searching the first target object from the images acquired by all the image acquisition devices of the target place in real time based on the image of the first target object.
10. A data processing apparatus comprising:
the first image acquisition module is used for acquiring a first image, wherein the first image comprises a first target object meeting a binding condition, and the first image is acquired by first image acquisition equipment arranged at a target place;
an incidence relation determining module, configured to determine a first specified object in the first image, which has an incidence relation with the first target object;
the second image acquisition module is used for acquiring a second image, and the second image is acquired by second image acquisition equipment arranged at the entrance and exit of the target place;
and the operation execution module is used for executing a first operation under the condition that the second image contains the first target object and does not contain a first specified object having an association relation with the first target object.
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| WO2020125406A1 (en) * | 2018-12-20 | 2020-06-25 | Oppo广东移动通信有限公司 | Safety guardianship method, apparatus, terminal and computer readable storage medium |
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| WO2020125406A1 (en) * | 2018-12-20 | 2020-06-25 | Oppo广东移动通信有限公司 | Safety guardianship method, apparatus, terminal and computer readable storage medium |
| CN109686049A (en) * | 2019-01-03 | 2019-04-26 | 深圳壹账通智能科技有限公司 | Children fall single based reminding method, device, medium and electronic equipment in public place |
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