CN112527228A - Comprehensive data information display system based on intelligent brain - Google Patents
Comprehensive data information display system based on intelligent brain Download PDFInfo
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- G06F3/1454—Digital output to display device ; Cooperation and interconnection of the display device with other functional units involving copying of the display data of a local workstation or window to a remote workstation or window so that an actual copy of the data is displayed simultaneously on two or more displays, e.g. teledisplay
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Abstract
The invention provides a comprehensive data information display system based on an intelligent brain, which comprises: the system comprises a data acquisition module, a data transmission module, a cloud storage module, an information management module, an intelligent service module and an information display module; the data acquisition module acquires data information; the data transmission module transmits the acquired data information to the cloud storage module; the cloud storage module stores data information; the information management module sends a display service request to the intelligent service module according to the comprehensive data information to be displayed; the intelligent service module responds to the display service request and integrates the comprehensive data information; the information display module displays the comprehensive data information through the display screen. According to the invention, the intelligent brain scheme is adopted to apply technologies such as big data, Internet of things and information management in the integrated data information display system, so that the problems that the content needing to be displayed by manual input is limited and the displayed content is easy to be tampered in the prior art scheme are effectively solved.
Description
Technical Field
The invention relates to the technical field of information display, in particular to a comprehensive data information display system based on an intelligent brain.
Background
Along with the rapid development of information technologies such as big data, internet of things and the like, the development of various industries and aspects is deeply influenced, the traditional comprehensive data information display system usually directly displays information needing to be displayed through manual input, the input content is limited, and the information is easy to be tampered by people in the display process; the invention provides an integrated data information display system based on an intelligent brain, which effectively solves the problems that the content needing to be displayed by manual input is limited and the displayed content is easy to be distorted in the prior art by applying the technologies of big data, Internet of things, information management and the like in the integrated data information display system through the scheme of the intelligent brain.
Disclosure of Invention
The invention provides an integrated data information display system based on an intelligent brain, which effectively solves the problems that the content needing to be displayed by manual input is limited and the displayed content is easy to be distorted in the prior art by applying the technologies of big data, Internet of things, information management and the like in the integrated data information display system through the scheme of the intelligent brain.
The invention provides a comprehensive data information display system based on an intelligent brain, which comprises: the system comprises a data acquisition module, a data transmission module, a cloud storage module, an information management module, an intelligent service module and an information display module;
the data acquisition module is used for acquiring data information;
the data transmission module is used for transmitting the data information acquired by the data acquisition module and transmitting the data information to the cloud storage module;
the cloud storage module is used for storing the data information;
the information management module is used for sending a display service request to the intelligent service module according to the comprehensive data information required to be displayed;
the intelligent service module is used for responding to the display service request of the information management module and integrating comprehensive data information;
and the information display module is used for displaying the comprehensive data information through a display screen.
Preferably, the data acquisition module includes: a basic information acquisition unit and a description information acquisition unit;
the basic information acquisition unit is used for acquiring basic information data through direct input;
the description information acquisition unit is used for carrying out recognition analysis on the shot image to obtain the description information.
Preferably, the description information obtaining unit includes, in the process of obtaining the description information: taking a person picture, a vehicle picture and a video;
after the person photo is shot, the age and the sex of the person in the photo are obtained by identifying the person photo; locking the face image of the person in the photograph; amplifying the facial image and then carrying out facial expression analysis to obtain expression description information;
after the vehicle picture is shot, performing definition processing on the vehicle picture to obtain a high-definition vehicle picture; identifying the brand of the vehicle according to the information in a vehicle brand storage database to obtain the brand of the vehicle in the vehicle photo; and obtaining vehicle type information and body color information through identification according to the characteristics of the vehicle in the vehicle photo.
Preferably, when the data transmission module transmits the data information to the cloud storage module, the data transmission module performs encryption processing through a data encryption protocol and then transmits the data information.
Preferably, the process that the information management module sends the display service request to the smart service module according to the integrated data information to be displayed includes:
determining an acquisition way of data information in the comprehensive data information aiming at the comprehensive data information needing to be displayed;
generating a server request instruction according to the acquisition path;
obtaining a display service request according to the server request instruction;
and sending the display service request to an intelligent service module.
Preferably, the intelligent service module comprises a plurality of servers with different service types, and when the information management module sends a service display request, the intelligent service module analyzes the service request to obtain the information type of the information in the comprehensive data information to be displayed; matching a server according to the information type; and responding to the display service request through the matched server.
Preferably, when the matched server responds to the display service request, the matched server obtains the comprehensive data information to be displayed in the cloud storage module according to the display service request, and then the obtained comprehensive data information to be displayed is subjected to comprehensive data information integration and then is transmitted to the information display module for displaying;
wherein, it includes to obtain the comprehensive data information that needs to show in the high in the clouds storage module: acquiring comprehensive data information to be displayed in a data information storage file acquired by the data acquisition module through a file server; acquiring comprehensive data information to be displayed in a cloud database through a database server; and running a Web browser through the Web server to acquire the comprehensive data information to be displayed.
Preferably, the display module includes: the display device comprises a display setting unit, a display screen unit and a power supply unit;
the display setting unit is used for setting the layout, font color and size of the comprehensive data information according to the size of a display screen;
the display screen unit is used for displaying the comprehensive data information according to the layout, the font color and the size of the comprehensive data information set by the display setting unit;
and the power supply unit is used for supplying electric energy to the display screen unit.
Preferably, the face image of the person in the photo is locked; the facial expression analysis is carried out after the facial image is amplified, expression description information is obtained, and the method comprises the following steps:
establishing a face recognition model, and performing learning training on the face recognition model; when the face recognition model is built, the parameters of the face recognition model are of any value, the face recognition model is learned and trained through a large number of pictures, meanwhile, the parameters of any value are updated and optimized according to error values, and the face recognition model with a smaller error value is used as the face recognition model after learning and training;
recognizing the photo through a face recognition model after learning training to obtain recognized face image information; inputting the photo into a face recognition model after learning training, recognizing the photo through the face recognition model after learning training, and quickly recognizing the face of a person in the photo to obtain recognized face image information;
amplifying the facial image information by an adaptive spline interpolation method; aiming at the identified facial image information, performing method processing on the identified facial image information by adopting a difference technology, and performing sharpening and sharpening processing on the identified facial image information after amplifying by adopting a self-adaptive spline difference method to obtain clear and sharp amplified facial image information;
exploring and describing expressions in the amplified facial image information to obtain expression description information; and sequentially performing expression investigation according to the amplified facial image information, and analyzing and describing the facial expressions investigated in the facial image information so as to obtain expression description information.
Preferably, when the data transmission module transmits the data information acquired by the data acquisition module, the data transmission module transmits the data information in the form of an electrical signal, and the data transmission module includes: the device comprises a signal conversion unit, a signal processing unit and a signal transmitting unit;
the signal conversion unit is used for converting the data information into a signal to be transmitted;
the signal processing unit is used for performing relay enhancement processing on the signal to be transmitted to obtain a transmission signal;
the signal transmitting unit is used for transmitting the transmission signal to a cloud storage module;
the process of performing relay enhancement processing on the signal to be transmitted by the signal processing unit comprises the following steps:
filtering the signal to be transmitted through a filter;
in the above-mentioned formula,which represents the signal after the filtering process and,which is representative of the signal to be transmitted,、a systematic array of denominators and numerators of the system function of the filter,and L is a variable tuning parameter, whose value is a non-negative integer smaller than the signal length;
performing enhancement processing on the filtered signal to obtain a transmission signal;
in the above-mentioned formula,representing the transmission signal after the emphasis process,representing a transform processing function.
Additional features and advantages of the invention will be set forth in the description which follows, and in part will be obvious from the description, or may be learned by practice of the invention. The objectives and other advantages of the invention will be realized and attained by the structure particularly pointed out in the written description and drawings.
The technical solution of the present invention is further described in detail by the accompanying drawings and embodiments.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this specification, illustrate embodiments of the invention and together with the description serve to explain the principles of the invention and not to limit the invention. In the drawings:
FIG. 1 is a schematic diagram of a comprehensive data information display system based on a smart brain according to the present invention;
FIG. 2 is a schematic diagram of a data acquisition module in the integrated data information display system based on a smart brain according to the present invention;
fig. 3 is a schematic structural diagram of an information display module in the integrated data information display system based on the smart brain according to the present invention.
Detailed Description
The preferred embodiments of the present invention will be described in conjunction with the accompanying drawings, and it will be understood that they are described herein for the purpose of illustration and explanation and not limitation.
As shown in fig. 1, an embodiment of the present invention provides a comprehensive data information display system based on a smart brain, including: the system comprises a data acquisition module, a data transmission module, a cloud storage module, an information management module, an intelligent service module and an information display module;
the data acquisition module is used for acquiring data information;
the data transmission module is used for transmitting the data information acquired by the data acquisition module and transmitting the data information to the cloud storage module;
the cloud storage module is used for storing the data information;
the information management module is used for sending a display service request to the intelligent service module according to the comprehensive data information required to be displayed;
the intelligent service module is used for responding to the display service request of the information management module and integrating comprehensive data information;
and the information display module is used for displaying the comprehensive data information through a display screen.
In the above technical scheme: the comprehensive data information display system is provided with a data acquisition module, a data transmission module, a cloud storage module, an information management module, an intelligent service module and an information display module; the data acquisition module acquires data information; the data transmission module transmits the acquired data information to the cloud storage module; the cloud storage module stores data information; the information management module sends a display service request to the intelligent service module according to the comprehensive data information to be displayed; the intelligent service module responds to the display service request and integrates the comprehensive data information; the information display module displays the comprehensive data information through the display screen. Through the technical scheme, the problems that in the prior art, the content needing to be displayed through manual input is limited and the displayed content is easy to tamper are effectively solved.
As shown in fig. 2, in an embodiment provided by the present invention, the data acquisition module includes: a basic information acquisition unit and a description information acquisition unit;
the basic information acquisition unit is used for acquiring basic information data through direct input;
the description information acquisition unit is used for carrying out recognition analysis on the shot image to obtain the description information.
In the above technical scheme: a basic information acquisition unit and a description information acquisition unit are arranged in a data acquisition module; the basic information acquisition unit directly inputs and acquires basic information data; the description information acquisition unit captures an image for identification and analysis to obtain description information. By the technical scheme, the problem that the comprehensive data information required to be displayed is limited by manual input is solved, so that the data information which cannot be identified or cannot be searched in the database or cannot be inquired by a browser is only required to be manually input, a large amount of manual labor is saved, the comprehensive data information obtaining efficiency is improved, and the error probability relative to manual input is also reduced.
In an embodiment of the present invention, the process of obtaining the description information by the description information obtaining unit includes: taking a person picture, a vehicle picture and a video;
after the person photo is shot, the age and the sex of the person in the photo are obtained by identifying the person photo; locking the face image of the person in the photograph; amplifying the facial image and then carrying out facial expression analysis to obtain expression description information;
after the vehicle picture is shot, performing definition processing on the vehicle picture to obtain a high-definition vehicle picture; identifying the brand of the vehicle according to the information in a vehicle brand storage database to obtain the brand of the vehicle in the vehicle photo; and obtaining vehicle type information and body color information through identification according to the characteristics of the vehicle in the vehicle photo.
In the above technical scheme: the description information acquisition unit can acquire the description information by shooting a person picture, a vehicle picture and a video, and the acquisition of the description information by means of the image recognition technology not only saves the labor of manually inputting the contents to be displayed, but also recognizes a large amount of and accurate description information. In addition, when the expression description information is obtained after the person photo is shot, the facial expression description information of the face can be more comprehensive by locking the facial image of the person in the photo and then carrying out facial expression analysis after the facial image in the photo is amplified, so that the detailed expression change of the face is avoided being ignored, and the comprehensiveness and the accuracy of the expression description information are improved; after the vehicle picture is shot, the vehicle picture is subjected to definition processing, so that the vehicle picture is high in definition, and further, related information (a vehicle brand, a vehicle type, a vehicle body color and the like) of a vehicle is more accurately obtained.
In an embodiment provided by the present invention, when the data transmission module transmits the data information to the cloud storage module, the data transmission module performs encryption processing by using a data encryption protocol and then transmits the data information.
In the above technical scheme: the data transmission module encrypts the data information through a data encryption protocol before transmitting the data information to the cloud storage module. According to the technical scheme, the data information is encrypted and then transmitted, so that the data information stored in the cloud storage module is encrypted, the data information cannot be tampered by people in the comprehensive data information display system, and the safety performance of the comprehensive data information display system is improved.
In an embodiment of the present invention, the process of the information management module sending the display service request to the smart service module according to the integrated data information to be displayed includes:
determining an acquisition way of data information in the comprehensive data information aiming at the comprehensive data information needing to be displayed;
generating a server request instruction according to the acquisition path;
obtaining a display service request according to the server request instruction;
and sending the display service request to an intelligent service module.
In the above technical scheme: when the information management module sends a display service request to the intelligent service module according to the comprehensive data information to be displayed, firstly, the acquisition way of the data information in the comprehensive data information is determined according to the comprehensive data information to be displayed, and whether the data in the comprehensive data information is directly acquired from a file or searched from a database or can be acquired only through a Web browser is determined; then generating a server request instruction according to the acquisition path; then, a display service request is obtained according to the server request instruction; and finally, sending the display service request to an intelligent service module. According to the technical scheme, the display service request comprises the server request instructions of different servers, the display request can ensure that the contained server request instructions can obtain complete comprehensive data information, and the integrity of the comprehensive data information displayed by the comprehensive data information display system is further ensured.
In one embodiment provided by the invention, the intelligent service module comprises a plurality of servers with different service types, and when the information management module sends a display service request, the intelligent service module analyzes the service request to obtain the information type of the information in the comprehensive data information to be displayed; matching a server according to the information type; and responding to the display service request through the matched server.
In the above technical scheme: the intelligent service module comprises a plurality of servers with different service types, such as a file server, a database server, a Web server and the like, and when the information management module sends a display service request, the intelligent service module analyzes the service request to obtain the information type of the information in the comprehensive data information needing to be displayed; matching the server of the corresponding type according to the information type; the display service request is responded to by the matching server. According to the technical scheme, the servers of different types are arranged in the intelligent service module, so that the servers can respond to the display service requests at the same time, the time for acquiring the comprehensive data information is prolonged, and the display efficiency of the comprehensive data information display system is improved.
In one embodiment provided by the invention, when a display service request is responded through a matched server, comprehensive data information needing to be displayed is obtained in a cloud storage module through the matched server according to the display service request, and then the obtained comprehensive data information needing to be displayed is subjected to comprehensive data information integration and then is transmitted to an information display module for displaying;
wherein, it includes to obtain the comprehensive data information that needs to show in the high in the clouds storage module: acquiring comprehensive data information to be displayed in a data information storage file acquired by the data acquisition module through a file server; acquiring comprehensive data information to be displayed in a cloud database through a database server; and running a Web browser through the Web server to acquire the comprehensive data information to be displayed.
In the above technical scheme: in the process that the matched server responds to the display service request, the matched server firstly obtains the comprehensive data information to be displayed in the cloud storage module according to the display service request, then performs data integration on the obtained comprehensive data information to be displayed, and finally sends the comprehensive data information after the data integration to the information display module for presentation. According to the technical scheme, the servers are multiple, namely the obtained comprehensive data information needing to be displayed comes from different servers, the obtained comprehensive data information needing to be displayed is subjected to data integration to form a data packet for transmission, so that omission of the comprehensive data information during transmission is avoided when the comprehensive data information is transmitted to the display module, and the integrity of the comprehensive data information display is ensured. In addition, the comprehensive data information needing to be displayed can be simultaneously obtained through different types of servers in the process of obtaining the comprehensive data information needing to be displayed in the cloud storage module, so that the time for obtaining the comprehensive data information is shortened, and the display efficiency of the comprehensive data information display system is improved.
As shown in fig. 3, in an embodiment provided by the present invention, the display module includes: the display device comprises a display setting unit, a display screen unit and a power supply unit;
the display setting unit is used for setting the layout, font color and size of the comprehensive data information according to the size of a display screen;
the display screen unit is used for displaying the comprehensive data information according to the layout, the font color and the size of the comprehensive data information set by the display setting unit;
and the power supply unit is used for supplying electric energy to the display screen unit.
In the above technical scheme: the display screen unit comprises a display module, a display screen unit and a power supply unit, wherein the display module is provided with a display setting unit, the display screen unit and the power supply unit, the display screen unit is used for setting the layout of the comprehensive data information in the display screen and the color and size of the font presented in the display screen according to the size of the display screen in the display screen unit, so that the display screen unit gives a comfortable impression to people when the comprehensive data information is presented, the power supply unit supplies electric energy to the electronic screen when the display screen unit presents the comprehensive data information through the display screen, and the power supply unit can be directly connected with a circuit to supply power and can supply power through a storage battery. Through the technical scheme, power supply unit can avoid leading to the black screen or unable normal demonstration because of the electric energy problem when making the electronic screen unit present comprehensive data information through the electronic screen, carry out layout setting and demonstration typeface colour and size setting to comprehensive data information according to the size of the display screen in the display screen unit through showing the setting cell, the picture that makes the electronic screen in the electronic screen unit present gives other people comfortable sensation, and can arouse personnel's around attention, display module's display effect among the comprehensive data information display system has been promoted.
In one embodiment of the invention, the face image of the person in the photo is locked; the facial expression analysis is carried out after the facial image is amplified, expression description information is obtained, and the method comprises the following steps:
establishing a face recognition model, and performing learning training on the face recognition model; when the face recognition model is built, the parameters of the face recognition model are of any value, the face recognition model is learned and trained through a large number of pictures, meanwhile, the parameters of any value are updated and optimized according to error values, and the face recognition model with a smaller error value is used as the face recognition model after learning and training;
recognizing the photo through a face recognition model after learning training to obtain recognized face image information; inputting the photo into a face recognition model after learning training, recognizing the photo through the face recognition model after learning training, and quickly recognizing the face of a person in the photo to obtain recognized face image information;
amplifying the facial image information by an adaptive spline interpolation method; aiming at the identified facial image information, performing method processing on the identified facial image information by adopting a difference technology, and performing sharpening and sharpening processing on the identified facial image information after amplifying by adopting a self-adaptive spline difference method to obtain clear and sharp amplified facial image information;
exploring and describing expressions in the amplified facial image information to obtain expression description information; and sequentially performing expression investigation according to the amplified facial image information, and analyzing and describing the facial expressions investigated in the facial image information so as to obtain expression description information.
In the above technical scheme: locking the image of the person's face in the photograph; in the process of carrying out facial expression analysis after amplifying the facial image, the edge of the facial image information after amplification processing becomes clear through a self-adaptive spline interpolation method, and the sawtooth phenomenon can not occur.
In an embodiment provided by the present invention, when the data transmission module transmits the data information acquired by the data acquisition module, the data transmission module transmits the data information in the form of an electrical signal, and the data transmission module includes: the device comprises a signal conversion unit, a signal processing unit and a signal transmitting unit;
the signal conversion unit is used for converting the data information into a signal to be transmitted;
the signal processing unit is used for performing relay enhancement processing on the signal to be transmitted to obtain a transmission signal;
the signal transmitting unit is used for transmitting the transmission signal to a cloud storage module;
the process of performing relay enhancement processing on the signal to be transmitted by the signal processing unit comprises the following steps:
filtering the signal to be transmitted through a filter;
in the above-mentioned formula,which represents the signal after the filtering process and,which is representative of the signal to be transmitted,、a systematic array of denominators and numerators of the system function of the filter,and L is a variable tuning parameter, whose value is a non-negative integer smaller than the signal length;
performing enhancement processing on the filtered signal to obtain a transmission signal;
in the above-mentioned formula,representing the transmission signal after the emphasis process,representing a transform processing function.
In the above technical scheme: the data transmission module comprises a signal conversion unit, a signal processing unit and a signal transmitting unit, and data information is converted into a signal to be transmitted through the signal conversion unit; performing relay enhancement processing on a signal to be transmitted through a signal processing unit to obtain a transmission signal; and transmitting the transmission signal to the cloud storage module through the signal transmitting unit. According to the technical scheme, the signal processing unit is used for carrying out relay strengthening processing, so that the loss of the transmitted telecommunication in the transmission process is reduced, the transmission distance is further enlarged, and the reliability of the data transmission module is improved. In addition, when the signal processing unit performs relay enhancement processing on the signal to be transmitted, the signal processing unit performs filtering processing through the filter and then performs enhancement processing, so that the obtained transmission signal is enhanced aiming at the main signal, and the interference signal is removed in the filtering processing process, thereby reducing the interference of irrelevant signals.
It will be apparent to those skilled in the art that various changes and modifications may be made in the present invention without departing from the spirit and scope of the invention. Thus, if such modifications and variations of the present invention fall within the scope of the claims of the present invention and their equivalents, the present invention is also intended to include such modifications and variations.
Claims (10)
1. An integrated data information display system based on a smart brain, comprising: the system comprises a data acquisition module, a data transmission module, a cloud storage module, an information management module, an intelligent service module and an information display module;
the data acquisition module is used for acquiring data information;
the data transmission module is used for transmitting the data information acquired by the data acquisition module and transmitting the data information to the cloud storage module;
the cloud storage module is used for storing the data information;
the information management module is used for sending a display service request to the intelligent service module according to the comprehensive data information required to be displayed;
the intelligent service module is used for responding to the display service request of the information management module and integrating comprehensive data information;
and the information display module is used for displaying the comprehensive data information through a display screen.
2. The intelligent brain-based integrated data information display system according to claim 1, wherein said data acquisition module comprises: a basic information acquisition unit and a description information acquisition unit;
the basic information acquisition unit is used for acquiring basic information data through direct input;
the description information acquisition unit is used for carrying out recognition analysis on the shot image to obtain the description information.
3. The intelligent brain-based integrated data information display system according to claim 2, wherein the description information acquiring unit, in acquiring description information, comprises: taking a person picture, a vehicle picture and a video;
after the person photo is shot, the age and the sex of the person in the photo are obtained by identifying the person photo; locking the face image of the person in the photograph; amplifying the facial image and then carrying out facial expression analysis to obtain expression description information;
after the vehicle picture is shot, performing definition processing on the vehicle picture to obtain a high-definition vehicle picture; identifying the brand of the vehicle according to the information in a vehicle brand storage database to obtain the brand of the vehicle in the vehicle photo; and obtaining vehicle type information and body color information through identification according to the characteristics of the vehicle in the vehicle photo.
4. The system of claim 1, wherein the data transmission module transmits the data information to the cloud storage module after performing encryption processing via a data encryption protocol.
5. The integrated data information display system based on intelligent brain according to claim 1, wherein the process of the information management module sending the request for display service to the intelligent service module according to the integrated data information to be displayed comprises:
determining an acquisition way of data information in the comprehensive data information aiming at the comprehensive data information needing to be displayed;
generating a server request instruction according to the acquisition path;
obtaining a display service request according to the server request instruction;
and sending the display service request to an intelligent service module.
6. The system of claim 5, wherein the intelligent service module comprises a plurality of servers of different service types, and when the information management module sends a service display request, the service request is analyzed to obtain the information type of the information in the integrated data information to be displayed; matching a server according to the information type; and responding to the display service request through the matched server.
7. The intelligent brain-based comprehensive data information display system according to claim 6, wherein when the matched server responds to the display service request, the matched server obtains the comprehensive data information to be displayed in the cloud storage module according to the display service request, and then integrates the comprehensive data information to be displayed and transmits the integrated data information to the information display module for presentation;
wherein, it includes to obtain the comprehensive data information that needs to show in the high in the clouds storage module: acquiring comprehensive data information to be displayed in a data information storage file acquired by the data acquisition module through a file server; acquiring comprehensive data information to be displayed in a cloud database through a database server; and running a Web browser through the Web server to acquire the comprehensive data information to be displayed.
8. The intelligent brain-based integrated data information display system according to claim 1, wherein said display module comprises: the display device comprises a display setting unit, a display screen unit and a power supply unit;
the display setting unit is used for setting the layout, font color and size of the comprehensive data information according to the size of a display screen;
the display screen unit is used for displaying the comprehensive data information according to the layout, the font color and the size of the comprehensive data information set by the display setting unit;
and the power supply unit is used for supplying electric energy to the display screen unit.
9. The intelligent brain-based integrated data information display system according to claim 3, wherein the face image of the person in the photograph is locked; the facial expression analysis is carried out after the facial image is amplified, expression description information is obtained, and the method comprises the following steps:
establishing a face recognition model, and performing learning training on the face recognition model; when the face recognition model is built, the parameters of the face recognition model are of any value, the face recognition model is learned and trained through a large number of pictures, meanwhile, the parameters of any value are updated and optimized according to error values, and the face recognition model with a smaller error value is used as the face recognition model after learning and training;
recognizing the photo through a face recognition model after learning training to obtain recognized face image information; inputting the photo into a face recognition model after learning training, recognizing the photo through the face recognition model after learning training, and quickly recognizing the face of a person in the photo to obtain recognized face image information;
amplifying the facial image information by an adaptive spline interpolation method; aiming at the identified facial image information, performing method processing on the identified facial image information by adopting a difference technology, and performing sharpening and sharpening processing on the identified facial image information after amplifying by adopting a self-adaptive spline difference method to obtain clear and sharp amplified facial image information;
exploring and describing expressions in the amplified facial image information to obtain expression description information; and sequentially performing expression investigation according to the amplified facial image information, and analyzing and describing the facial expressions investigated in the facial image information so as to obtain expression description information.
10. The intelligent brain-based integrated data information display system according to claim 1, wherein the data transmission module transmits the data information acquired by the data acquisition module in the form of an electrical signal, and the data transmission module comprises: the device comprises a signal conversion unit, a signal processing unit and a signal transmitting unit;
the signal conversion unit is used for converting the data information into a signal to be transmitted;
the signal processing unit is used for performing relay enhancement processing on the signal to be transmitted to obtain a transmission signal;
the signal transmitting unit is used for transmitting the transmission signal to a cloud storage module;
the process of performing relay enhancement processing on the signal to be transmitted by the signal processing unit comprises the following steps:
filtering the signal to be transmitted through a filter;
in the above-mentioned formula,which represents the signal after the filtering process and,which is representative of the signal to be transmitted,、a systematic array of denominators and numerators of the system function of the filter,and L is a variable tuning parameter, whose value is a non-negative integer smaller than the signal length;
performing enhancement processing on the filtered signal to obtain a transmission signal;
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