CN112861099A - Data processing method and device - Google Patents
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Abstract
The invention discloses a method, a device, equipment and a storage medium, wherein the method comprises the following steps: a first video is acquired, the first video including voice information and image information. And verifying the voice information and the image information to obtain a first verification result. And if the first verification result is that the verification is passed, sending the first verification result to the client. And if the first verification result is that the verification fails, sending prompt information to the client, wherein the prompt information is used for prompting a user to check the verification result after a preset time length. According to the method and the device, the server acquires the first video, the voice information and the image information in the first video are verified, and when the verification is passed, the verification result is fed back to the user quickly, so that the service request can be processed and fed back quickly and timely, and when the verification is not passed, the prompt information can be sent to the client timely, so that the timeliness of processing the service request can be effectively guaranteed.
Description
Technical Field
The invention relates to the field of artificial intelligence, in particular to a data processing method and device.
Background
With the continuous development of the internet, users can be supported to transact related services, such as video witness, through the internet.
At present, in the prior art, when implementing video witness of a user, the user and a worker usually perform a video connection in real time to perform a conversation, wherein the worker may prompt the user to perform a corresponding operation and verify whether the operation of the user meets requirements, after the real-time video conversation is finished, the worker may upload a verification result to a server, and the server sends the verification result to the user.
However, in the prior art, the implementation manner of manually performing online verification requires that a worker can perform online verification in real time, so that the user request cannot be processed in time.
Disclosure of Invention
The invention mainly aims to provide a data processing method, a data processing device, data processing equipment and a storage medium.
In order to achieve the above object, the present invention provides a data processing method, including:
acquiring a first video, wherein the first video comprises voice information and image information;
verifying the voice information and the image information to obtain a first verification result;
if the first verification result is that the verification is passed, the first verification result is sent to a client;
and if the first verification result is that the verification fails, sending prompt information to the client, wherein the prompt information is used for prompting a user to check the verification result after a preset time length.
In a possible implementation manner, performing verification processing on the voice information and the image information to obtain a first verification result includes:
carrying out face recognition processing on the image information to obtain a first processing result;
performing voice recognition processing on the voice information to obtain a second processing result;
if the first processing result and the second processing result are both verified, determining that the first verification result is verified;
and if any one of the first processing result or the second processing result is not verified, determining that the first verification result is not verified.
In a possible implementation manner, performing face recognition processing on the image information to obtain a first processing result includes:
performing living body detection on the image information;
if the living body detection is passed, acquiring a first face picture in the image information, and acquiring a second face picture corresponding to the current login account in a database;
judging whether the similarity of the first face picture and the second face picture is greater than a preset threshold value or not;
if so, determining that the first processing result is verification passing;
if not, determining that the first processing result is verification failure.
In a possible implementation manner, performing speech recognition processing on the speech information to obtain a second processing result includes:
converting the voice information into characters;
performing semantic analysis on the characters, and judging whether the semantics of the characters are consistent with the semantics of preset content;
if the first processing result is consistent with the second processing result, determining that the second processing result is verified;
and if not, determining that the second processing result is not verified.
In a possible implementation manner, if the first verification result is that the verification fails, the method further includes:
sending the first video to a network end;
and receiving a second verification result of the first video sent by the network terminal, wherein the second verification result is a result obtained by performing offline verification on the first video.
In one possible implementation, the method further includes:
and sending the second verification result to the client within a time range corresponding to the preset duration.
In one possible implementation, the acquiring the first video includes:
and sequentially acquiring videos from the video queue to be processed to obtain the first video.
The present invention also provides a data processing apparatus comprising:
the system comprises an acquisition module, a processing module and a display module, wherein the acquisition module is used for acquiring a first video, and the first video comprises voice information and image information;
the processing module is used for verifying the voice information and the image information to obtain a first verification result;
the sending module is used for sending the first verification result to the client if the first verification result is that the verification is passed;
the sending module is further configured to send prompt information to the client if the first verification result is that the verification fails, where the prompt information is used to prompt a user to check the verification result after a preset duration.
The present invention also provides a data processing apparatus, comprising: memory, a processor and a data processing program stored on the memory and executable on the processor, which when executed by the processor implements the steps of the data processing method according to any of the preceding claims.
The invention also provides a computer readable storage medium having stored thereon a data processing program which, when executed by a processor, implements the steps of the data processing method as claimed in any one of the preceding claims.
The invention also provides a computer program product comprising a computer program which, when executed by a processor, carries out the steps of the data processing method according to any one of the preceding claims.
According to the invention, the first video is acquired, and the first video comprises voice information and image information. And verifying the voice information and the image information to obtain a first verification result. And if the first verification result is that the verification is passed, sending the first verification result to the client. And if the first verification result is that the verification fails, sending prompt information to the client, wherein the prompt information is used for prompting a user to check the verification result after a preset time length. The first video is obtained through the server, the voice information and the image information in the first video are verified, when the verification is passed, the verification result is quickly fed back to the user, so that the service request can be quickly and timely processed and fed back, and when the verification is not passed, the prompt information can be timely sent to the client, so that the timeliness of processing the service request can be effectively guaranteed.
Drawings
FIG. 1 is a schematic diagram of a system according to an embodiment of the present invention;
FIG. 2 is a flow chart of a data processing method according to an embodiment of the present invention;
FIG. 3 is a flow chart of a data processing method according to another embodiment of the present invention;
FIG. 4 is a schematic diagram illustrating an implementation of image information verification according to an embodiment of the present invention;
fig. 5 is a schematic diagram illustrating an implementation of voice message authentication according to an embodiment of the present invention;
FIG. 6 is a flowchart illustrating a data processing method according to an embodiment of the present invention;
fig. 7 is a schematic structural diagram of a data processing apparatus according to an embodiment of the present invention;
fig. 8 is a schematic structural diagram of a data processing apparatus according to an embodiment of the present invention.
The implementation, functional features and advantages of the objects of the present invention will be further explained with reference to the accompanying drawings.
Detailed Description
Exemplary embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. While exemplary embodiments of the present disclosure are shown in the drawings, it should be understood that the present disclosure may be embodied in various forms and should not be limited to the embodiments set forth herein. Rather, these embodiments are provided so that this disclosure will be thorough and complete, and will fully convey the scope of the disclosure to those skilled in the art.
In order to better understand the technical solution of the present invention, an application scenario related to the present invention is first described with reference to fig. 1, and fig. 1 is a schematic system diagram provided in an embodiment of the present invention.
As shown in fig. 1, includes: server 101, client 102, and network 103.
In this embodiment, the server is configured to verify the video uploaded by the client, so as to determine whether the uploaded video meets the requirements.
In a possible implementation manner, for example, in the fields of banks, securities, insurance, and the like, in business handling links such as opening an account, paying out, refunding, and the like, audio and video witnesses need to be performed on the user, for example, the user needs to read a segment of text by himself or answer some questions by himself, and then the server in this embodiment may verify whether the video meets the needs of business requirements, so as to obtain a verification result.
The requirements that the video needs to specifically meet are not particularly limited in this embodiment, and the requirements may be selected according to actual requirements, which is not particularly limited in this embodiment.
The client in this embodiment may interact with the server, for example, the client may send related data and information to the server according to the operation of the user, for example, the client may upload a video recorded by the user to the server according to the operation of the user; or the client can also send the face picture of the user currently logging in the client to the server according to the request of the server, so that the server performs face comparison on the user; or, in this embodiment, the server may further send the verification result to the client, so that the client may show the verification result to the user, so that the user may obtain the verification result quickly through the client.
In this embodiment, no particular limitation is imposed on specific data of interaction between the client and the server, and an implementation manner of the interaction, which may be selected according to actual requirements.
Meanwhile, the embodiment also comprises a network end, wherein the network end can also interact with the server, in a possible implementation manner, the network end can receive the video sent by the server and display the video to relevant staff, the staff can be a seat, for example, and then the staff can further verify the video displayed by the network end, and the network end can receive a verification result input by the staff and send the verification result to the server.
In a possible implementation manner, the client in this embodiment may be, for example, APP, and the network may be, for example, a web server, where the client and the network may be borne on a terminal device, and the terminal device may be, for example, a mobile terminal, such as a mobile phone (or referred to as a "cellular" phone) and a computer with a mobile terminal, and the specific implementation manner of the terminal device is not particularly limited in this embodiment.
On the basis of the system introduced above, it can be understood that, with the continuous development of the internet, a user can transact business through the internet, and in some cases, in the process of transacting business, the user needs to be subjected to audio-video witness, for example, to verify whether the currently transacted person is the user himself or herself, to verify whether the user agrees with certain business requirements, and the like.
In the current video verification implementation mode, a user can handle services only when staff are online, so that the services cannot be processed in time; and for a large number of service requests, a large number of workers are required to process the service requests, so that the labor cost is high; the implementation of the bidirectional video authentication needs to depend on the implementation of a live broadcast system, wherein the implementation of the live broadcast system is complex, and certain resources need to be consumed for operation and maintenance, thereby resulting in complex implementation of the bidirectional video authentication.
In view of the above-mentioned problems in the prior art, the present invention proposes the following technical concepts: after the server receives the video recorded by the user, the video can be verified in real time through the server, and the verification result is fed back to the client quickly, so that the user can obtain the verification result quickly and efficiently, and the problem that the user request cannot be processed in time due to the participation of workers is solved effectively.
The following describes the data processing method provided by the present invention in detail with reference to specific embodiments, and it should be noted that the execution subject of each embodiment of the present invention may be a server, and fig. 2 is a flowchart of the data processing method provided by the embodiment of the present invention.
As shown in fig. 2, the method includes:
s201, acquiring a first video, wherein the first video comprises voice information and image information.
In this embodiment, the first video may be, for example, a video recorded by a user and uploaded through a client, the first video may include voice information and image information, and in an actual implementation process, the first video may be, for example, videos of different angles of the user, or the first video may also be a video that is recorded and then processed by rotating, mirroring, cutting, and the like.
In a possible implementation manner, videos uploaded by each user respectively may be stored in a to-be-processed video queue in a server, for example, and then the server may sequentially obtain the videos from the to-be-processed video queue, so as to obtain the first video.
Or, the videos uploaded by the respective users may also be stored in other data formats, and the specific implementation manner of storing the videos to be processed is not particularly limited in this embodiment, and may be selected according to actual requirements as long as the uploaded videos are stored in the server.
S202, verification processing is carried out on the voice information and the image information, and a first verification result is obtained.
After the first video is acquired, the server may perform verification processing on the voice information and the image information in the first video, where the verification processing is used to verify whether a behavior of the user in the first video meets a service requirement.
In one possible implementation, for example, the image information may be verified to determine whether the object in the current first video is the user himself; or, the voice information may also be verified to determine whether the object in the current first video agrees with the relevant requirement, or whether the preset content is spoken, and the like.
In this embodiment, the first verification result may be, for example, that the verification is passed or may also be that the verification is not passed, and the first verification result in this embodiment is obtained by performing verification processing on the first video by the server, and in this process, no staff is required to participate, so that efficiency and timeliness of processing the service request of the user can be effectively improved.
S203, judging whether the first verification result is verified, if so, executing S204, and if not, executing S205.
And S204, sending the first verification result to the client.
In a possible implementation manner, if the first verification result is that the verification is passed, the server may send the first verification result to the client, so that the user may quickly determine the verification result of the user in a very short time when the behavior meets the service requirement, thereby performing further service processing without interrupting the service processing, and effectively ensuring the speed and efficiency of processing the service request of the user.
S205, sending prompt information to the client, wherein the prompt information is used for prompting the user to check the verification result after the preset time length.
In another possible implementation manner, if the first verification result is that the verification is not passed, it indicates that some problems may exist in the current first video, and at this time, the server may send a prompt message to the client, where the prompt message is used to prompt the user to check the verification result after a preset time period, for example, prompt the user to log in the client to check the result after 30 minutes.
In the embodiment, prompt information is sent to the user, so that quick feedback can be realized for the service request, the user is prevented from carrying out long-time invalid waiting, and the speed and efficiency of service processing are effectively improved.
In a possible implementation manner, within the time range of the preset duration, the server may send the first video to the network, so that the worker may further verify the first video that the server fails to verify through the network, and send a second verification result to the server through the network, where the second verification result is a result obtained by the worker performing offline verification on the first video.
If the second verification result is that the verification is passed, for example, the verification results of the server and the staff are inconsistent in this case, and the second verification result is sent to the client based on the secondary verification result of the staff, so that the user can determine that the verification is passed, and then the next operation is performed; or, the second verification result may also be, for example, that the verification fails, in which case it indicates that the verification results of the server and the staff are inconsistent, and it may be determined that the first video does not pass the verification, and then the verification result that the verification fails may be sent to the client, and the user may then upload the video again.
In this embodiment, when the first verification result is that the verification fails, the first video is sent to the network, the second verification result sent by the network is received, and the second verification result is sent to the client within a time range corresponding to the preset duration, so that the accuracy of verifying the first video can be effectively ensured, and an erroneous verification result is avoided.
The data processing method provided by the embodiment of the invention comprises the following steps: a first video is acquired, the first video including voice information and image information. And verifying the voice information and the image information to obtain a first verification result. And if the first verification result is that the verification is passed, sending the first verification result to the client. And if the first verification result is that the verification fails, sending prompt information to the client, wherein the prompt information is used for prompting a user to check the verification result after a preset time length. The first video is obtained through the server, the voice information and the image information in the first video are verified, when the verification is passed, the verification result is quickly fed back to the user, so that the service request can be quickly and timely processed and fed back, and when the verification is not passed, the prompt information can be timely sent to the client, so that the timeliness of processing the service request can be effectively guaranteed.
On the basis of the foregoing embodiment, a possible implementation manner of the verification processing is described below with reference to fig. 3, fig. 3 is a flowchart of a data processing method according to another embodiment of the present invention, fig. 4 is a schematic diagram of implementation of image information verification according to an embodiment of the present invention, and fig. 5 is a schematic diagram of implementation of voice information verification according to an embodiment of the present invention.
As shown in fig. 3, the method includes:
s301, carrying out face recognition processing on the image information to obtain a first processing result.
In this embodiment, when performing the verification processing on the first video, the image information and the voice information may be processed respectively to obtain respective processing results.
In a possible implementation manner, for example, living body detection may be performed on the image information first, where the living body detection is a method for determining real physiological characteristics of an object in some identity verification scenes, and for example, the living body detection can verify whether a user operates for the real living body by using technologies such as blink, mouth opening, head shaking, head nodding and the like, and using technologies such as face key point positioning and face tracking. Therefore, common attack means such as photos, face changing, masks, sheltering, screen copying and the like can be effectively resisted.
For example, in the process of recording a video by a user, in the initial stage of recording the video, the user is prompted to blink, open the mouth, shake the head, nod the head and the like, and when the first video is verified, the image information of the front section of the first video can be selected for live body detection; alternatively, the live body detection may also be performed at an optional segment in the first video.
After the live body detection passes, a first face picture can be obtained from the image information, and in one possible implementation mode, a clear picture can be selected from the image information to serve as the first face picture; and if the user logs in the client currently, a second face picture may be obtained in the database according to a login account of the current client, where the second face picture may be, for example, a picture bound by the account, and may be, for example, a picture acquired by registering the account, or may also be a picture uploaded by the user after registering the account, and the like.
And then, the similarity between the first face picture obtained from the first video and the second face picture corresponding to the login account can be obtained, and whether the similarity is greater than a preset threshold value or not is judged.
In a possible implementation manner, if the similarity between the first face picture and the second face picture is greater than a preset threshold, it may be determined that the verification for the image information is passed, and at this time, it may be determined that the first processing result is the verification pass.
For example, referring to fig. 4, a first face picture 401 is currently obtained from a first video, and a second face picture 402 corresponding to a login account is obtained from a database, and after analyzing and determining a similarity, it may be determined that the similarity between the first face picture and the second face picture is greater than a preset threshold, so that it may be determined that the first processing result is that the verification passes, in an actual implementation process, a specific implementation manner of the preset threshold may be selected according to an actual requirement, which is not particularly limited in this embodiment.
In another possible implementation manner, if the similarity between the first face picture and the second face picture is not greater than the preset threshold, it may be determined that the verification for the image information is not passed, and at this time, it may be determined that the first processing result is that the verification is not passed.
Alternatively, when the living body detection fails, it may also be determined that the first processing result is verification failure.
S302, voice recognition processing is carried out on the voice information to obtain a second processing result.
In this embodiment, in addition to processing the image information, voice recognition processing may be performed on the voice information, and in a possible implementation manner, for example, the voice information may be converted into characters, and then semantic analysis may be performed on the characters.
For example, referring to fig. 5, assuming that the content of "i agree to xxx" is obtained after the voice information is currently converted into text, and assuming that the preset content is "i agree to xxx", after performing semantic analysis on the voice-converted text and the preset content, it may be determined that the semantics of the voice-converted text and the semantics of the preset content are consistent, so that it may be determined that the second processing result is verification-pass.
In one possible example, the user may be prompted to read a predetermined piece of content, such as "I agree that the loan is not for an illicit act", for example, during the recording of a video by the user; alternatively, the user may be asked questions during the video recording process, such as "you know that the loan is not available for fraud" when the user should answer "yes" or "yes, i know" etc.
In the process of performing semantic analysis, the specific setting of the preset content may depend on the current service requirement, and the specific implementation manner of the preset content is not particularly limited in this embodiment.
In another possible implementation manner, if after performing semantic analysis on the text, it is determined that the semantics of the text and the preset content are inconsistent, for example, the preset content is "yes", but the semantics of the text is "no", then it may be determined that the second processing result is verification failed.
It should be noted that, in this embodiment, the order of the face recognition processing and the voice recognition processing is not limited, for example, S301 may be executed first, and then S302 may be executed; or may also execute S302 first and then S301; or S301 and S302 may also be executed simultaneously, which is not particularly limited herein, and may be selected according to actual requirements as long as the first processing result and the second processing result are obtained.
S303, determining whether the first processing result and the second processing result both pass the verification, if yes, executing S304, and if no, executing S305.
It can be understood that the first processing result is an image verification result, the second processing result is a voice verification result, and only when the image verification and the voice verification pass, it can be determined that the current first video passes the verification, and it can be determined whether the first processing result and the second processing result both pass the verification.
S304, determining that the first verification result is verification pass.
In a possible implementation manner, if both the first processing result and the second processing result pass the verification, it may be determined that the first verification result of the current first video passes the verification.
S305, determining that the first verification result is verification failure.
In another possible implementation manner, if any one of the first processing result or the second processing result is that the verification fails, for example, the first processing result is that the verification fails, or the second processing result is that the verification fails, or both the first processing result and the second processing result are that the verification fails, it may be determined that the first verification result of the first video is that the verification fails.
When the first verification result is that the verification fails, the server may send a prompt message to the client, and the server may also send a first video to the network to receive a second verification result determined by the staff, where a specific implementation manner of the method may refer to the description in the foregoing embodiment, and details of the method are not described here.
The data processing method provided by the embodiment of the invention comprises the following steps: and carrying out face recognition processing on the image information to obtain a first processing result. And carrying out voice recognition processing on the voice information to obtain a second processing result. And judging whether the first processing result and the second processing result are verified, and if so, determining that the first verification result is verified. If not, determining that the first verification result is verification failure. The image information and the voice information are verified respectively, and the first verification result aiming at the first video is obtained according to the two verification results, so that the accuracy and the validity of the obtained first verification result can be effectively ensured.
Next, a data processing method provided by the present invention is systematically described with reference to fig. 6, and fig. 6 is a schematic flow chart of the data processing method provided by the embodiment of the present invention.
As shown in fig. 6, a user may log in to a client, and a server may acquire a first video and store the first video in the server by uploading the first video through the client.
In this embodiment, there is also a verification robot, and in a possible implementation manner, an entity corresponding to the verification robot may be a server in this embodiment, that is, the server and the verification machine may be the same entity, and in this embodiment, in order to better understand the technical solution of the present invention, the verification robot is described as a part; alternatively, in a possible implementation manner, the verification robot and the server may also correspond to different entities, which is not particularly limited in this embodiment.
In this embodiment, a verification robot and a server are introduced as a main body, and referring to fig. 8, the verification robot may download a first video from the server, and the verification robot in this embodiment is a unit for implementing verification processing, and may perform verification of image information and verification of voice information, for example, check whether an object in the first video is the user himself or herself through face recognition, convert the voice information in the video into text through voice recognition, and compare whether the text content is semantically consistent with a preset content set according to a service through semantic analysis.
The verification robot may obtain a first verification result from the verification result of the image information and the verification result of the voice information, and save the first verification result in the server.
In a possible implementation manner, if the first verification result is that the verification is passed, the server may send the first verification result to the client, and prompt the user that the verification is passed, and then the user may continue to perform the next operation, so that the user can be ensured to quickly and timely obtain the verification result that the verification is passed.
In another possible implementation manner, if the first authentication result is that the authentication is different, the server may send a prompt message to the client, for example, prompt the user to log in the client for viewing the authentication result after a certain period of time (for example, 30 minutes, 60 minutes, or other time).
In the period, the server can send the first video which is not verified to the network terminal, the staff can conduct manual video verification, the staff can upload the second verification result to the network terminal, then the network terminal can store the second verification result in the server, the user can log in the client terminal to check the verification result after a period of time, if the verification is passed, the user can continue to operate next step, if the verification is not passed, the user can be prompted to record the video again to upload, and the steps are repeatedly executed.
In summary, according to the method provided by the embodiment of the present invention, the server verifies the first video to obtain the verification result, so that the video submitted by the user can be quickly and timely verified, when the verification is passed, the verification passed result can be quickly fed back to the user, so that the processing efficiency is effectively improved, and when the verification is not passed, the prompt information is also quickly sent to the client, so that the quick and timely feedback of the information to the user can be effectively ensured, the timeliness of the processing is improved, and the use experience of the user is ensured.
Fig. 7 is a schematic structural diagram of a data processing apparatus according to an embodiment of the present invention. As shown in fig. 7, the data processing apparatus may include:
an obtaining module 701, configured to obtain a first video, where the first video includes voice information and image information;
a processing module 702, configured to perform verification processing on the voice information and the image information to obtain a first verification result;
a sending module 703, configured to send the first verification result to the client if the first verification result is that verification passes;
the sending module 703 is further configured to send a prompt message to the client if the first verification result is that the verification fails, where the prompt message is used to prompt the user to check the verification result after a preset time period.
In a possible implementation manner, the processing module 702 is specifically configured to:
carrying out face recognition processing on the image information to obtain a first processing result;
performing voice recognition processing on the voice information to obtain a second processing result;
if the first processing result and the second processing result are both verified, determining that the first verification result is verified;
and if any one of the first processing result or the second processing result is not verified, determining that the first verification result is not verified.
In a possible implementation manner, the processing module 702 is specifically configured to:
performing living body detection on the image information;
if the living body detection is passed, acquiring a first face picture in the image information, and acquiring a second face picture corresponding to the current login account in a database;
judging whether the similarity of the first face picture and the second face picture is greater than a preset threshold value or not;
if so, determining that the first processing result is verification passing;
if not, determining that the first processing result is verification failure.
In a possible implementation manner, the processing module 702 is specifically configured to:
converting the voice information into characters;
performing semantic analysis on the characters, and judging whether the semantics of the characters are consistent with the semantics of preset content;
if the first processing result is consistent with the second processing result, determining that the second processing result is verified;
and if not, determining that the second processing result is not verified.
In a possible implementation manner, the sending module 703 is further configured to:
if the first verification result is that the verification is not passed, the first video is sent to a network end;
and receiving a second verification result of the first video sent by the network terminal, wherein the second verification result is a result obtained by performing offline verification on the first video.
In a possible implementation manner, the sending module 703 is further configured to:
and sending the second verification result to the client within a time range corresponding to the preset duration.
In a possible implementation manner, the obtaining module 701 is specifically configured to:
and sequentially acquiring videos from the video queue to be processed to obtain the first video.
Fig. 8 is a schematic structural diagram of a data processing apparatus according to an embodiment of the present invention. As shown in fig. 8, the apparatus may include: a memory 801, a processor 802 and a data processing program stored on the memory 801 and executable on the processor 802, the data processing program implementing the steps of the data processing method according to any of the preceding embodiments when executed by the processor 802.
Alternatively, the memory 801 may be separate or integrated with the processor 802.
For the implementation principle and the technical effect of the device provided by this embodiment, reference may be made to the foregoing embodiments, and details are not described here.
An embodiment of the present invention further provides a computer-readable storage medium, where a data processing program is stored on the computer-readable storage medium, and when the data processing program is executed by a processor, the data processing program implements the steps of the data processing method according to any of the foregoing embodiments.
In the embodiments provided in the present invention, it should be understood that the disclosed apparatus and method may be implemented in other ways. For example, the above-described device embodiments are merely illustrative, and for example, the division of the modules is only one logical division, and other divisions may be realized in practice, for example, a plurality of modules may be combined or integrated into another system, or some features may be omitted, or not executed.
The integrated module implemented in the form of a software functional module may be stored in a computer-readable storage medium. The software functional module is stored in a storage medium and includes several instructions for causing a computer device (which may be a personal computer, a server, or a network device) or a processor to execute some steps of the methods according to the embodiments of the present invention.
It should be understood that the Processor may be a Central Processing Unit (CPU), other general purpose Processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), etc. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like. The steps of a method disclosed in connection with the present invention may be embodied directly in a hardware processor, or in a combination of the hardware and software modules within the processor.
The memory may comprise a high-speed RAM memory, and may further comprise a non-volatile storage NVM, such as at least one disk memory, and may also be a usb disk, a removable hard disk, a read-only memory, a magnetic or optical disk, etc.
The storage medium may be implemented by any type or combination of volatile or non-volatile memory devices, such as Static Random Access Memory (SRAM), electrically erasable programmable read-only memory (EEPROM), erasable programmable read-only memory (EPROM), programmable read-only memory (PROM), read-only memory (ROM), magnetic memory, flash memory, magnetic or optical disks. A storage media may be any available media that can be accessed by a general purpose or special purpose computer.
An exemplary storage medium is coupled to the processor such the processor can read information from, and write information to, the storage medium. Of course, the storage medium may also be integral to the processor. The processor and the storage medium may reside in an Application Specific Integrated Circuits (ASIC). Of course, the processor and the storage medium may reside as discrete components in an electronic device or host device.
It should be noted that, in this document, 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 like elements in a process, method, article, or apparatus that comprises the element.
The above-mentioned serial numbers of the embodiments of the present invention are merely for description and do not represent the merits of the embodiments.
Through the above description of the embodiments, those skilled in the art will clearly understand that the method of the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but in many cases, the former is a better implementation manner. Based on such understanding, the technical solutions of the present invention may be embodied in the form of a software product, which is stored in a storage medium (such as ROM/RAM, magnetic disk, optical disk) and includes instructions for enabling a terminal device (such as a mobile phone, a computer, a server, an air conditioner, or a network device) to execute the method according to the embodiments of the present invention.
The above description is only a preferred embodiment of the present invention, and not intended to limit the scope of the present invention, and all modifications of equivalent structures and equivalent processes, which are made by using the contents of the present specification and the accompanying drawings, or directly or indirectly applied to other related technical fields, are included in the scope of the present invention.
Claims (10)
1. A data processing method, comprising:
acquiring a first video, wherein the first video comprises voice information and image information;
verifying the voice information and the image information to obtain a first verification result;
if the first verification result is that the verification is passed, the first verification result is sent to a client;
and if the first verification result is that the verification fails, sending prompt information to the client, wherein the prompt information is used for prompting a user to check the verification result after a preset time length.
2. The method of claim 1, wherein performing authentication processing on the voice information and the image information to obtain a first authentication result comprises:
carrying out face recognition processing on the image information to obtain a first processing result;
performing voice recognition processing on the voice information to obtain a second processing result;
if the first processing result and the second processing result are both verified, determining that the first verification result is verified;
and if any one of the first processing result or the second processing result is not verified, determining that the first verification result is not verified.
3. The method of claim 2, wherein performing face recognition processing on the image information to obtain a first processing result comprises:
performing living body detection on the image information;
if the living body detection is passed, acquiring a first face picture in the image information, and acquiring a second face picture corresponding to the current login account in a database;
judging whether the similarity of the first face picture and the second face picture is greater than a preset threshold value or not;
if so, determining that the first processing result is verification passing;
if not, determining that the first processing result is verification failure.
4. The method of claim 2, wherein performing speech recognition processing on the speech information to obtain a second processing result comprises:
converting the voice information into characters;
performing semantic analysis on the characters, and judging whether the semantics of the characters are consistent with the semantics of preset content;
if the first processing result is consistent with the second processing result, determining that the second processing result is verified;
and if not, determining that the second processing result is not verified.
5. The method according to any one of claims 1-4, wherein if the first verification result is that the verification fails, the method further comprises:
sending the first video to a network end;
and receiving a second verification result of the first video sent by the network terminal, wherein the second verification result is a result obtained by performing offline verification on the first video.
6. The method of claim 5, further comprising:
and sending the second verification result to the client within a time range corresponding to the preset duration.
7. A data processing apparatus, comprising:
the system comprises an acquisition module, a processing module and a display module, wherein the acquisition module is used for acquiring a first video, and the first video comprises voice information and image information;
the processing module is used for verifying the voice information and the image information to obtain a first verification result;
the sending module is used for sending the first verification result to the client if the first verification result is that the verification is passed;
the sending module is further configured to send prompt information to the client if the first verification result is that the verification fails, where the prompt information is used to prompt a user to check the verification result after a preset duration.
8. A data processing apparatus, characterized in that the data processing apparatus comprises: memory, processor and data processing program stored on the memory and executable on the processor, which when executed by the processor implements the steps of the data processing method according to any one of claims 1 to 6.
9. A computer-readable storage medium, characterized in that a data processing program is stored thereon, which when executed by a processor implements the steps of the data processing method of any one of claims 1 to 6.
10. A computer program product comprising a computer program, characterized in that the computer program realizes the steps of the data processing method according to any one of claims 1 to 6 when executed by a processor.
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