CN118363556A

CN118363556A - Image display method for improving paper-like screen for picture frame screen, reducing reflection and improving eye protection degree

Info

Publication number: CN118363556A
Application number: CN202410796272.0A
Authority: CN
Inventors: 李东林
Original assignee: Guangzhou Wangpai Display Technology Co ltd
Current assignee: Guangzhou Wangpai Display Technology Co ltd
Priority date: 2024-06-20
Filing date: 2024-06-20
Publication date: 2024-07-19
Anticipated expiration: 2044-06-20
Also published as: CN118363556B

Abstract

The application relates to the technical field of image display, and discloses an image display method for improving the reflection degree of a paper-like screen for a picture frame screen and improving the eye protection degree. According to the application, a paper-like screen image display model and a customized paper-like screen image display model are constructed by acquiring various historical data; providing a corresponding paper-like screen image display strategy through a paper-like screen image display model; providing a corresponding customized paper-like screen image display strategy according to user information through a customized paper-like screen image display model. Finally, the paper-like screen utilizes the paper-like screen image display strategy and the customized paper-like screen image display strategy to realize the technical effects of reducing the reflection degree and improving the eye protection degree.

Description

Image display method for improving paper-like screen for picture frame screen, reducing reflection and improving eye protection degree

Technical Field

The application relates to the technical field of image display, in particular to an image display method for improving a paper-like screen for a picture frame screen, reducing reflection and improving eye protection.

Background

The paper-like screen is that the electronic screen reduces the reflection degree by the diffuse reflection technology, so that the screen presents a paper-like display effect. The electronic screen can effectively reduce the stimulation of eyes and the damage of vision, and the look and feel are more comfortable.

Chinese patent No. CN202011542856.3 discloses a paper-like display method, apparatus and medium, the paper-like display method includes: acquiring a light parameter of the current environment; acquiring an image to be displayed; acquiring a reference image, wherein the reference image is an image with a paper-like display effect in a standard environment; processing the light parameter of the current environment, the image to be displayed and the reference image by using a deep learning model to obtain an image with a paper-like display effect; adjusting display parameters of a display screen according to the light parameters of the current environment so that the display screen has an eye protection effect; and displaying the image with the paper-like display effect by using the display screen. But the processing of the image depends on the display effect of the reference image, and influences the optimization of the image.

In summary, the prior art lacks a technical scheme for reducing the reflection and improving the eye protection degree of the image display applied to the paper-like screen.

Disclosure of Invention

The application aims to provide an image display method for improving a paper-like screen for a picture frame screen, reducing the reflection degree and improving the eye protection degree, so as to solve the technical problems in the background technology.

In order to achieve the above purpose, the present application discloses the following technical solutions:

The application discloses an image display method for improving the light reflection degree and the eye protection degree of a paper-like screen for a picture frame screen, wherein the paper-like screen is internally provided with hardware for the image display method for improving the light reflection degree and the eye protection degree of the paper-like screen for the picture frame screen, the hardware comprises a light source, a resistor and a capacitor which are embedded in the paper-like screen, and the method comprises the following steps:

S1: acquiring historical light environment data and a historical paper-like screen image display strategy;

S2: presetting a paper-like screen image display learning model, training the paper-like screen image display learning model by using the historical light environment data, and obtaining a paper-like screen image display model;

s3: acquiring real-time light environment data of the environment where the paper-like screen is positioned, and inputting an image display model of the paper-like screen;

S4: the paper-like screen image display model receives and operates the real-time light environment data to obtain and output a real-time paper-like screen image display strategy corresponding to the real-time light environment data;

S5: and the paper-like screen displays the corresponding image on the paper-like screen by utilizing the paper-like screen image display strategy.

By the aid of the method, a data basis is provided for obtaining the paper-like screen image display model by acquiring the historical light environment data and the historical paper-like screen image display strategy and training the paper-like screen image display learning model; providing a corresponding paper-like screen image display strategy for real-time adjustment of the display of the paper-like screen image through the paper-like screen image display model; and the paper-like screen realizes the optimization of the display of the paper-like screen image after the corresponding adjustment is completed by utilizing the paper-like screen image display strategy.

Preferably, step S1 further includes:

The historical light environment data comprises historical light source positions, historical light intensity and historical light color, wherein the historical light source positions are relative positions of the paper-like screen and the light source;

the history paper-like screen image display strategy comprises a paper-like screen image display compensation position based on a history light source position, a paper-like screen image display light intensity compensation value based on history light intensity and a paper-like screen image display light color compensation value based on history light color.

By the aid of the method, required data is provided for training the paper-like screen image display learning model by acquiring the historical light environment data and the historical paper-like screen image display strategy.

Preferably, step S2 further includes:

The preset paper-like screen image display learning model specifically comprises the following steps:

；

Wherein, Displaying the compensation position for the paper-like screen image based on the historical light source position in the learning model for the paper-like screen image,The light intensity compensation value based on the historical light intensity display of the paper-like screen image in the learning model is displayed for the paper-like screen image,Displaying the photochromic compensation value displayed by the paper-like screen image based on the historical photochromic in the learning model for the paper-like screen image,For a historical light source position,For a historical light intensity,For the light color of the history of light,Representing a determined relationship between a paper-like screen image display compensation method based on a historical light source position and the historical light source position in a paper-like screen image display learning model,The method for compensating the display of the paper-like screen image based on the historical light intensity in the learning model of the display of the paper-like screen image is represented,Representing a determined relation between a paper-like screen image display compensation method based on historical light color and the historical light color in a paper-like screen image display learning model;

The method for compensating the display of the paper-like screen image based on the historical light source position in the learning model for displaying the paper-like screen image comprises the following specific steps:

；

Wherein, Indicating that no change in the position of the light source has occurred,Indicating that the position of the light source is changedIn the inner part of the inner part,Indicating that the position of the light source is changedIn the inner part of the inner part,Indicating that the position of the light source is changedIn the inner part of the inner part,Meaning that the light source embedded in the paperlike screen does not need to be additionally activated,Indicating that the light source embedded in the paper-like screen needs to be additionally started;

The method for determining the relation between the display compensation method of the paper-like screen image based on the historical light intensity and the historical light intensity in the learning model of the paper-like screen image display comprises the following specific steps:

；

Wherein, As the amount of change in the intensity of the light,The parameters are adjusted for the light intensity compensation value,Representing the opposite number that the hardware needs to be adjusted to meet the condition that the variation of the brightness of the paper-like screen is equal to the variation of the light intensity corrected by the light intensity compensation value adjusting parameter;

the method for compensating the display of the paper-like screen image based on the historical light color in the learning model for displaying the paper-like screen image comprises the following specific steps:

；

Wherein, For light color at timeThe integral of the internal variation is taken into account,Adjusting parameters for light color compensation valuesIndicating that the variation quantity of the saturation of the paper-like screen required to be adjusted by the hardware is equal to the time of the light color corrected by the light color compensation value adjusting parameterThe inverse of the integral of the internal variation;

the training of the paper-like screen image display learning model by using the historical light environment data is performed, and the paper-like screen image display model is obtained, specifically:

Inputting the historical light environment data and the historical paper-like screen image display strategy into the paper-like screen image display learning model, matching the historical paper-like screen image display strategy with the historical light environment data, respectively establishing a determined relation between a paper-like screen image display compensation position and a historical light source position based on a historical light source position in the paper-like screen image display learning model, a determined relation between a paper-like screen image display light intensity compensation value and a historical light intensity based on a historical light intensity in the paper-like screen image display learning model and a determined relation between a paper-like screen image display light color compensation value and a historical light color based on a historical light color in the paper-like screen image display learning model, and fitting out a light intensity compensation value adjustment parameter and a light color compensation value adjustment parameter;

and adjusting parameters of the trained paper-like screen image display learning model to obtain the paper-like screen image display model, wherein the paper-like screen image display model specifically comprises the following steps of:

；

Wherein, The compensation position is displayed for the paper-like screen image based on the light source position,For the intensity compensation value displayed for the light intensity based paper-like screen image,For the photochromic compensation value displayed based on the photochromic paper-like screen image,For the location of the light source(s),For the light intensity to be high,Is used for the light color, and the color of the light,Indicating that the light source position is determined in relation to,Indicating that the light intensity is in a certain relationship,Representing a light color determination relationship;

the light source position determining relation specifically comprises the following steps:

；

Wherein, Allowing a deviation threshold for a preset light source position whenWhen the deviation between the light source position and the historical light source position is within the light source position allowable deviation range, the historical light source position is adopted to replace the light source position for output, otherwise, the deviation between the light source position and the historical light source position is not within the light source position allowable deviation range, and the light source position is output;

the light intensity determining relation is specifically as follows:

；

Wherein, A deviation threshold is allowed for the preset light intensity,Indicating the light intensity asRate of change with time whenWhen the deviation of the light intensity and the historical light intensity is within the light intensity allowable deviation range, the historical light intensity is adopted to replace the light intensity output at the moment, otherwise, the deviation of the light intensity and the historical light intensity is not within the light intensity allowable deviation range, and the light intensity is output at the moment;

the light color determining relation specifically comprises the following steps:

；

Wherein, For a preset light color allowable deviation threshold value, whenWhen the deviation of the light color and the historical light color is within the light color allowable deviation range, the historical light color is adopted to replace light color output, otherwise, the deviation of the light color and the historical light color is not within the light color allowable deviation range, and the light color is output.

By means of the method, a model framework is provided for a framework type paper screen image display model through a preset type paper screen image display learning model; the training process of the paper-like screen image display learning model realizes the matching of the historical paper-like screen image display strategy and the historical light environment data, also realizes the calculation of the light source compensation position, the light intensity compensation value and the light color compensation value, and provides a technical means for the application of the paper-like screen image display model; the method comprises the steps of determining the position, the light intensity and the light color of a light source by a paper-like screen image display model, and providing a technical means for optimizing the applicability of the paper-like screen image display model;

preferably, step S3 further includes:

The real-time light environment data comprise real-time light source positions, real-time light intensity and real-time light color;

And the real-time light source position, the real-time light intensity and the real-time light color are input into the paper-like screen image display model as input quantities after being in one-to-one correspondence with the light source position, the light intensity and the light color in the paper-like screen image display model.

By the aid of the method, the reference data are provided for adjusting the paper-like screen for the paper-like screen image display model by acquiring the real-time light environment data.

Preferably, step S4 further includes:

the paper-like screen image display model receives and runs the real-time light environment data, and specifically comprises the following steps:

The paper-like screen image display model correspondingly adjusts the received real-time light environment data based on the light source position determining relation, the light intensity determining relation and the light color determining relation;

Matching the corresponding light source position-based paper-like screen image display compensation position, the light intensity-based paper-like screen image display light intensity compensation value and the light color-based paper-like screen image display light color compensation value in the paper-like screen image display model by utilizing the adjusted real-time light environment data;

The method for obtaining and outputting the real-time paper-like screen image display strategy corresponding to the real-time light environment data specifically comprises the following steps:

Fusing the corresponding light source position-based paper-like screen image display compensation position, the light intensity-based paper-like screen image display light intensity compensation value and the light color-based paper-like screen image display light color compensation value, and defining the fused result as the real-time paper-like screen image display strategy;

and outputting the real-time paper-like screen image display strategy.

By means of the above, the paper-like screen image display model realizes adjustment of the light source position, the light intensity and the light color, provides reasonable input quantity for outputting the real-time paper-like screen image display strategy, and ensures the accuracy of the real-time paper-like screen image display strategy.

Preferably, step S5 further includes:

the paper-like screen calls and adjusts the corresponding hardware by utilizing the paper-like screen image display strategy, so that the hardware meets the paper-like screen image display strategy;

and displaying images on the paper screen based on the called and adjusted hardware.

By means of the method, the paper-like screen utilizes the paper-like screen image display strategy to call and adjust corresponding hardware, and therefore the image display effect on the paper-like screen is optimized.

Preferably, the image display method for improving the frame screen paper-like screen to reduce the reflection degree and improve the eye protection degree further comprises the following steps:

s6: acquiring historical paper-like screen user information and a corresponding historical customized paper-like screen image display strategy;

s7: updating the paper-like screen image display model by utilizing the historical paper-like screen user information and the historical customized paper-like screen image display strategy to obtain a customized paper-like screen image display model;

S8: the customized paper-like screen image display model obtains real-time paper-like screen user information, and performs corresponding image display on the paper-like screen based on the real-time paper-like screen user information.

By the aid of the method, a data basis is provided for customizing and adjusting the paper-like screen image display strategy according to the information of the user of the paper-like screen by acquiring the information of the user of the historical paper-like screen and the corresponding history customization paper-like screen image display strategy; the optimal paper-like screen image display effect according to the user information is realized by customizing the paper-like screen image display model.

Preferably, step S6 further includes:

The history paper screen user information comprises the continuous screen-lighting duration of the history paper screen, the eye-using state of the history paper screen user and the eye health state of the history paper screen user;

The history customization type paper screen image display strategy comprises a type paper screen image display compensation position based on the eye state of a history type paper screen user, and a type paper screen image display light intensity compensation value and a light color compensation value based on the continuous screen-lighting duration of the history type paper screen and the eye health state of the history type paper screen user.

By the aid of the method, the data required for constructing the customized paper screen image display model is provided by acquiring the historical paper screen user information and the historical customized paper screen image display strategy.

Preferably, step S7 further includes:

the updating of the paper-like screen image display model by using the historical paper-like screen user information and the historical customized paper-like screen image display strategy specifically comprises the following steps:

The method for adjusting the paper-like screen image display model specifically comprises the following steps:

；

Wherein, A compensation location is displayed for the paperlike screen image based on the location of the light source for customization using historical paperlike screen user information,The intensity compensation value is displayed for a custom light intensity-based paper-like screen image utilizing historical paper-like screen user information,Displaying a photochromic compensation value for a customized photochromic-based paper-like screen image using historical paper-like screen user information,For historical paper-like screen user information,Displaying a compensation result for the customized paper-like screen image using the historical paper-like screen user information and the historical customized paper-like screen image display policy;

the customized paper-like screen image display compensation result utilizing the historical paper-like screen user information and the historical customized paper-like screen image display strategy The method specifically comprises the following steps:

；

Wherein: continuous bright screen time length for historical paper-like screen and takes hours as unit ，For a history-like screen user eye state,The eye health state of the user is displayed for the history paper-like screen; the compensation position is displayed for a paper-like screen image based on the light source position for customization using the eye state of the user of the historical paper-like screen, Indicating that the eye condition of the user is correct for the paper-like screen historyIndicating that the light source embedded in the paper-like screen does not need to be additionally activated,Indicating that the eye condition of the user is incorrect in the paper-like screen historyIndicating that the light source embedded in the paper-like screen needs to be additionally started; The light intensity compensation value is displayed for customizing the light intensity-based paper-like screen image using the historical paper-like screen continuous on-screen time period and the eye health status of the user of the historical paper-like screen, To take the following measuresAs a logarithmic function of the base,The parameters are adjusted for the light intensity of the eye health state of the user by using the paper-like screen; displaying a photochromic compensation value for a customized photochromic-based paper-like screen image using a historical paper-like screen continuous on-screen duration and a historical paper-like screen user's eye health status, For the integration of the historical light color on the continuous bright screen time of the historical paper-like screen,The parameters are adjusted for the light color of the eye health state of the user using the paper-like screen;

The method for obtaining the customized paper-like screen image display model specifically comprises the following steps:

Adjusting parameters of the adjusted paper-like screen image display model to obtain a customized paper-like screen image display model, wherein the method specifically comprises the following steps of:

；

Wherein, A compensation position is displayed for the paperlike screen image based on the light source position for customization using paperlike screen user information,The light intensity compensation value is displayed for a customized light intensity-based paper-like screen image using the paper-like screen user information,Displaying a photochromic compensation value for a customized photochromic-based paper-like screen image using the paper-like screen user information,Is paper-like screen user information.

By means of the method, the device and the system, the user information of the paper-like screen is fused in the process of adjusting the image display strategy of the paper-like screen through adjustment of the image display model of the paper-like screen, and the customized optimization of the image display strategy of the paper-like screen is achieved.

Preferably, step S8 further includes:

The customized paper-like screen image display model acquires real-time paper-like screen user information, and specifically comprises the following steps:

The real-time paper-like screen user information comprises real-time paper-like screen continuous screen-lighting time length, real-time paper-like screen user eye use state and real-time paper-like screen user eye health state;

Inputting the real-time paper-like screen user information as input quantity into the customized paper-like screen image display model;

And displaying the corresponding image on the paper-like screen based on the real-time paper-like screen user information, wherein the method specifically comprises the following steps:

Operating the customized paper-like screen image display model to obtain a light source position-based customized paper-like screen image display compensation position using paper-like screen user information, a light intensity-based customized paper-like screen image display compensation value using paper-like screen user information and a light color-based customized paper-like screen image display compensation value using paper-like screen user information, defining the light source position-based customized paper-like screen image display compensation position using paper-like screen user information, the light intensity-based customized paper-like screen image display compensation value using paper-like screen user information and the light color-based customized paper-like screen image display compensation value using paper-like screen user information as a customized paper-like screen image display strategy, and outputting the customized paper-like screen image display strategy;

the class paper screen calls and adjusts the corresponding hardware by utilizing the customized class paper screen image display strategy, so that the hardware meets the customized class paper screen image display strategy;

By the aid of the method, reference data are provided for customizing the use of the paper-like screen image display model by acquiring the real-time paper-like screen user information; the customized paper-like screen image display model provides a customized and optimized paper-like screen image display strategy based on the user information of the paper-like screen, and provides a technical means for further optimizing the display effect of the paper-like screen image.

The beneficial effects are that: according to the image display method for improving the paper-like screen for the picture frame screen, the reflection degree is reduced, and the eye protection degree is improved, the historical light environment data and the historical paper-like screen image display strategy are obtained, and the training of the paper-like screen image display learning model provides a data basis for obtaining the paper-like screen image display model; providing a corresponding paper-like screen image display strategy for real-time adjustment of the display of the paper-like screen image through the paper-like screen image display model; the method comprises the steps that a data basis is provided for customizing and adjusting a paper-like screen image display strategy according to the information of a paper-like screen user by acquiring the information of the history paper-like screen user and a corresponding history customization paper-like screen image display strategy; the optimal paper-like screen image display effect according to the user information is realized by customizing the paper-like screen image display model. Finally, the paper-like screen realizes the optimization of the paper-like screen image display after the corresponding adjustment by utilizing the paper-like screen image display strategy and the customized paper-like screen image display strategy, and realizes the technical effects of reducing the reflection degree and improving the eye protection degree.

Drawings

In order to more clearly illustrate the embodiments of the application or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described, it being obvious that the drawings in the following description are only some embodiments of the application, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.

FIG. 1 is a block flow diagram of image display methods S1-S5 for improving the frame screen to reduce the reflection and improve the eye protection degree;

Fig. 2 is a block flow diagram of an image display method S6-S8 for improving the frame screen paper-like screen to reduce the reflection and improve the eye protection degree according to an embodiment of the present application.

Detailed Description

The following description of the technical solutions in the embodiments of the present application will be clear and complete, and it is obvious that the described embodiments are only some embodiments of the present application, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the application without making any inventive effort, are intended to be within the scope of the application.

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 … …" does not exclude the presence of other like elements in a process, method, article, or apparatus that comprises the element.

The embodiment discloses an image display method for improving the frame screen and reducing the reflection degree and improving the eye protection degree of a paper-like screen as shown in fig. 1, wherein the paper-like screen is provided with hardware for improving the frame screen and reducing the reflection degree and improving the eye protection degree of the paper-like screen, the hardware comprises a light source, a resistor and a capacitor which are embedded in the paper-like screen, the light source embedded in the paper-like screen in the embodiment is used for compensating the light which is changed due to the position of an external light source or irradiated from a single side, thereby reducing the reflection degree of the paper-like screen, and the image display method comprises the following steps:

s2: presetting a paper-like screen image display learning model, training the paper-like screen image display learning model by using historical light environment data, and obtaining a paper-like screen image display model;

S3: acquiring real-time light environment data of the environment where the paper-like screen is positioned, and inputting a paper-like screen image display model;

s4: the paper-like screen image display model receives and runs real-time light environment data, and a real-time paper-like screen image display strategy corresponding to the real-time light environment data is obtained and output;

S5: and the paper-like screen displays the corresponding image on the paper-like screen by using a paper-like screen image display strategy.

The data base is provided for obtaining the paper-like screen image display model by acquiring the historical light environment data and the historical paper-like screen image display strategy and training the paper-like screen image display learning model; providing a corresponding paper-like screen image display strategy for real-time adjustment of the display of the paper-like screen image through the paper-like screen image display model; and the paper-like screen realizes the optimization of the display of the paper-like screen image after the corresponding adjustment is completed by utilizing the paper-like screen image display strategy.

Specifically, step S1 further includes:

The historical light environment data comprises a historical light source position, a historical light intensity and a historical light color, wherein the historical light source position is the relative position of the paper-like screen and the light source, and the relative position in the embodiment refers to the position of an external light source relative to the paper-like screen, for example, the light irradiates the paper-like screen from the left side;

The historical paper-like screen image display strategy comprises a paper-like screen image display compensation position based on a historical light source position, a paper-like screen image display light intensity compensation value based on historical light intensity and a paper-like screen image display light color compensation value based on historical light color.

The data required for training the screen image display learning model is provided by acquiring the historical light environment data and the historical screen image display strategy.

Specifically, step S2 further includes:

；

Wherein, Indicating that no change in the position of the light source has occurred,Indicating that the position of the light source is changedIn the inner part of the inner part,Indicating that the position of the light source is changedIn the inner part of the inner part,Indicating that the position of the light source is changedIn the inner part of the inner part,Indicating that the light source embedded in the paper-like screen does not need to be additionally activated,The light source embedded in the paper-like screen is required to be additionally started, the light source position in the embodiment is changed based on the comparison of the external light source position at the last sampling time and the light source position at the next sampling time, so as to obtain a corresponding angle, the light source embedded in the paper-like screen is started at a position which is diagonal to the light source position on the paper-like screen based on the corresponding angle, the technical effect of reducing the reflection degree is realized, wherein the additional means that the new light source embedded in the paper-like screen is restarted on the basis of the existing started light source embedded in the paper-like screen, and the corresponding light source embedded in the paper-like screen can be turned off, and the light source embedded in the paper-like screen is turned off correspondinglyThe electronic signal instruction is used for supplying power to a light source embedded in the paper-like screen;

The method for compensating the display of the paper-like screen image based on the historical light intensity in the learning model for displaying the paper-like screen image comprises the following specific steps:

；

Wherein, As the amount of change in the intensity of the light,Adjusting parameters for the light intensity compensation value, wherein the parameters are obtained by fitting a training process,Representing that the amount of change of the brightness of the paper-like screen to be adjusted is equal to the opposite number of the amount of change of the light intensity corrected by the light intensity compensation value adjustment parameter, wherein the opposite number means that the change of the brightness is opposite to the change of the external light intensity, namely the external darkening brightness becomes high;

；

Wherein, For light color at timeThe integral of the internal variation is taken into account,Is an adjusting parameter of the light color compensation value, which is obtained by fitting a training process,Representing that the variation quantity of the saturation of the paper-like screen required to be adjusted by hardware to meet the requirement is equal to the light color time corrected by the adjustment parameter of the color compensation value of the light colorThe opposite number of the integral of the internal change, wherein the opposite number refers to that the change of the saturation is opposite to the change of the external light color, that is, the saturation is increased when the external light color is reduced, in this embodiment, the saturation of the paper-like screen is correspondingly adjusted based on the change of the external light color to achieve the technical effect of improving the eye protection degree, so as to improve the use feeling of a user;

training the paper-like screen image display learning model by using the historical light environment data, and obtaining the paper-like screen image display model, wherein the paper-like screen image display model specifically comprises the following steps of:

Inputting historical light environment data and a historical paper-like screen image display strategy into a paper-like screen image display learning model, matching the historical paper-like screen image display strategy with the historical light environment data, respectively establishing a determined relation between a paper-like screen image display compensation position based on a historical light source position and the historical light source position in the paper-like screen image display learning model, a determined relation between a paper-like screen image display light intensity compensation value based on a historical light intensity and the historical light intensity in the paper-like screen image display learning model and a determined relation between a paper-like screen image display light color compensation value based on a historical light color in the paper-like screen image display learning model, fitting a light intensity compensation value adjustment parameter and a light color compensation value adjustment parameter, and setting a corresponding training environment according to the training process of the embodiment, wherein the training process is only required to carry the paper-like screen image display model on an electronic product where the paper-like screen is located;

The parameter tuning process in this embodiment is to determine what value is used as input value to input the paper-like image display model, so as to obtain the paper-like screen image display model, specifically:

；

It should be noted that if the same light source position, light intensity and light color can be matched in the historical light environment data, the determination of the light source position, the light intensity and the light color is not needed, and the light source position, the light intensity and the light color which do not meet the allowable deviation range are marked so as to update the paper-like screen image display model.

The light source position determining relation is specifically:

；

The relation is determined by the light intensity, specifically:

；

The light color determining relation is specifically as follows:

；

Providing a model framework for a framework type paper screen image display model through a preset type paper screen image display learning model; the training process of the paper-like screen image display learning model realizes the matching of the historical paper-like screen image display strategy and the historical light environment data, also realizes the calculation of the light source compensation position, the light intensity compensation value and the light color compensation value, and provides a technical means for the application of the paper-like screen image display model; the method comprises the steps of determining the position, the light intensity and the light color of a light source by a paper-like screen image display model, and providing a technical means for optimizing the applicability of the paper-like screen image display model;

specifically, step S3 further includes:

The real-time light environment data includes a real-time light source position, a real-time light intensity and a real-time light color, and in this embodiment, the real-time light source position, the real-time light intensity and the real-time light color may be obtained by using, but not limited to, a corresponding sensor on an electronic product where the paper-like screen is located;

And the real-time light source position, the real-time light intensity and the real-time light color are input into the paper-like screen image display model as input values after being in one-to-one correspondence with the light source position, the light intensity and the light color in the paper-like screen image display model.

And providing reference data for adjusting the paper-like screen for the paper-like screen image display model by acquiring real-time light environment data.

Specifically, step S4 further includes:

the paper-like screen image display model receives real-time light environment data and operates, and specifically comprises the following steps:

obtaining and outputting a real-time paper-like screen image display strategy corresponding to the real-time light environment data, wherein the method specifically comprises the following steps of:

Fusing the corresponding light source position-based paper-like screen image display compensation position, the light intensity-based paper-like screen image display light intensity compensation value and the light color-based paper-like screen image display light color compensation value, and defining the fused result as a real-time paper-like screen image display strategy;

and outputting a real-time paper-like screen image display strategy.

It should be noted that, in this embodiment, the real-time compensation position, the real-time light intensity compensation value and the real-time light color compensation value in the real-time paper-like screen image display policy may be that the paper-like screen image display model is screened and matched based on a determined relationship in the history paper-like screen image display policy, or may be calculated based on the determined relationship, and depending on whether the light source position, the light intensity and the light color are determined in the determining process to determine whether the light source position, the light intensity and the light color meet the allowable deviation range, the screened and matched result may be directly adopted, or the calculated result may be adopted, because the phase difference between the two results does not substantially affect the image display effect, or only the calculated result may be used.

The paper-like screen image display model realizes the adjustment of the position, the light intensity and the light color of the light source, provides reasonable input quantity for outputting the real-time paper-like screen image display strategy, and ensures the accuracy of the real-time paper-like screen image display strategy.

Specifically, step S5 further includes:

the class paper screen calls and adjusts corresponding hardware by using the class paper screen image display strategy, so that the hardware meets the class paper screen image display strategy;

The class paper screen uses the class paper screen image display strategy to call and adjust the corresponding hardware to realize the optimization of the image display effect on the class paper screen.

Specifically, the image display method for improving the paper-like screen for the picture frame screen to reduce the reflection degree and improve the eye protection degree further comprises the following steps:

s8: and customizing an image display model of the paper-like screen to obtain real-time information of the user of the paper-like screen, and displaying corresponding images on the paper-like screen based on the real-time information of the user of the paper-like screen. According to the embodiment, the user information of the paper-like screen is obtained, so that a customized paper-like screen image display strategy is provided for the user, and the use feeling of the user is further improved.

The method comprises the steps that a data basis is provided for customizing and adjusting a paper-like screen image display strategy according to the information of a paper-like screen user by acquiring the information of the history paper-like screen user and a corresponding history customization paper-like screen image display strategy; the optimal paper-like screen image display effect according to the user information is realized by customizing the paper-like screen image display model.

Specifically, step S6 further includes:

The historical paper-like screen user information comprises a continuous screen-lighting duration of the historical paper-like screen, an eye-using state of the historical paper-like screen user and an eye health state of the historical paper-like screen user, wherein the eye-using state refers to whether the sight of the user belongs to health in common sense, for example, when the user strays the screen, the user is unhealthy through judgment from common sense, the acquisition of the eye-using state can be any one of the existing sight detection technologies, the eye health state refers to whether the user has eye diseases such as myopia, the generation of a customized paper-like screen image display strategy corresponding to the eye diseases is realized through the eye health state of the historical paper-like screen user and a historical customized paper-like screen image display strategy, and the acquisition of the eye health state can be acquired through a questionnaire form when the user uses the paper-like screen for the first time;

The history customizing type paper screen image display strategy comprises a type paper screen image display compensation position based on the eye state of a history type paper screen user, and a type paper screen image display light intensity compensation value and a light color compensation value based on the continuous screen-lighting time length of the history type paper screen and the eye health state of the history type paper screen user.

The user information of the historical paper-like screen and the display strategy of the historical customized paper-like screen are obtained, so that the data required for constructing the customized paper-like screen image display model is provided.

Specifically, step S7 further includes:

Updating the class paper screen image display model by utilizing the historical class paper screen user information and the historical custom class paper screen image display strategy, and specifically comprises the following steps:

The method comprises the steps of adjusting a paper-like screen image display model, and specifically comprises the following steps:

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customized screen image display compensation results using historical screen user information and historical customized screen image display policies The method specifically comprises the following steps:

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Wherein: continuous bright screen time length for historical paper-like screen and takes hours as unit ，For a history-like screen user eye state,The eye health state of the user is displayed for the history paper-like screen; the compensation position is displayed for a paper-like screen image based on the light source position for customization using the eye state of the user of the historical paper-like screen, Indicating that the eye condition of the user is correct for the paper-like screen historyIndicating that the light source embedded in the paper-like screen does not need to be additionally activated,Indicating that the eye condition of the user is incorrect in the paper-like screen historyIndicating that the light source embedded in the paper-like screen needs to be additionally started,In a simple example, for example, a user obliquely views the paper-like screen from the left, and additionally starts the light source embedded in the paper-like screen at the right side of the paper-like screen to improve the eye protection degree; The light intensity compensation value is displayed for customizing the light intensity-based paper-like screen image using the historical paper-like screen continuous on-screen time period and the eye health status of the user of the historical paper-like screen, To take the following measuresAs a logarithmic function of the base,The light intensity adjustment parameters for utilizing the eye health states of the paper-like screen users are fitted based on the historical paper-like screen user information and the corresponding historical customized paper-like screen image display strategies, and represent the adjustment weights corresponding to the light intensities in different eye health states; displaying a photochromic compensation value for a customized photochromic-based paper-like screen image using a historical paper-like screen continuous on-screen duration and a historical paper-like screen user's eye health status, For the integration of the historical light color on the continuous bright screen time of the historical paper-like screen,The method comprises the steps that a photochromic adjustment parameter for utilizing eye health states of a paper-like screen user is fitted based on historical paper-like screen user information and corresponding historical customized paper-like screen image display strategies, and the photochromic adjustment parameter represents adjustment weights corresponding to different eye health states;

Obtaining a customized paper-like screen image display model, which specifically comprises the following steps:

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The adjustment of the paper-like screen image display model realizes the fusion of the user information of the paper-like screen in the process of adjusting the paper-like screen image display strategy, and realizes the customization optimization of the paper-like screen image display strategy.

Specifically, step S8 further includes:

The method for customizing the screen image display model of the paper-like screen to obtain the real-time screen user information specifically comprises the following steps:

The real-time paper-like screen user information comprises the continuous screen-lighting time length of the real-time paper-like screen, the eye-using state of the real-time paper-like screen user and the eye health state of the real-time paper-like screen user;

Inputting the real-time paper-like screen user information as input quantity into a customized paper-like screen image display model;

and based on the real-time paper-like screen user information, corresponding image display is carried out on the paper-like screen, and the method specifically comprises the following steps:

Operating a customized paper-like screen image display model to obtain a light source position-based customized paper-like screen image display compensation position using paper-like screen user information, a light intensity-based customized paper-like screen image display compensation value using paper-like screen user information and a light color-based customized paper-like screen image display compensation value using paper-like screen user information, defining the light source position-based customized paper-like screen image display compensation position using paper-like screen user information, the light intensity-based customized paper-like screen image display compensation value using paper-like screen user information and the light color-based customized paper-like screen image display compensation value using paper-like screen user information as a customized paper-like screen image display strategy, and outputting the customized paper-like screen image display strategy;

the class paper screen calls and adjusts corresponding hardware by utilizing the customized class paper screen image display strategy, so that the hardware meets the customized class paper screen image display strategy;

Providing reference data for customizing the use of the screen image display model of the paper-like screen by acquiring real-time user information of the paper-like screen; the customized paper-like screen image display model provides a customized and optimized paper-like screen image display strategy based on the user information of the paper-like screen, and provides a technical means for further optimizing the display effect of the paper-like screen image.

In summary, in the image display method for improving the frame screen to reduce the reflection degree and improve the eye protection degree of the paper-like screen, the data base is provided for obtaining the paper-like screen image display model by acquiring the historical light environment data and the historical paper-like screen image display strategy and training the paper-like screen image display learning model according to the historical light environment data and the historical paper-like screen image display strategy; providing a corresponding paper-like screen image display strategy for real-time adjustment of the display of the paper-like screen image through the paper-like screen image display model; the method comprises the steps that a data basis is provided for customizing and adjusting a paper-like screen image display strategy according to the information of a paper-like screen user by acquiring the information of the history paper-like screen user and a corresponding history customization paper-like screen image display strategy; the optimal paper-like screen image display effect according to the user information is realized by customizing the paper-like screen image display model. Finally, the paper-like screen realizes the optimization of the paper-like screen image display after the corresponding adjustment by utilizing the paper-like screen image display strategy and the customized paper-like screen image display strategy, and realizes the technical effects of reducing the reflection degree and improving the eye protection degree.

In the embodiments provided by the present application, it is to be understood that the embodiments described herein may be implemented in hardware, software, firmware, middleware, code, or any suitable combination thereof. For a hardware implementation, the processor may be implemented in one or more of the following units: an Application Specific Integrated Circuit (ASIC), a Digital Signal Processor (DSP), a Digital Signal Processing Device (DSPD), a Programmable Logic Device (PLD), a Field Programmable Gate Array (FPGA), a processor, a controller, a microcontroller, a microprocessor, other electronic units designed to perform the functions described herein, or a combination thereof. For a software implementation, some or all of the flow of an embodiment may be accomplished by a computer program to instruct the associated hardware. When implemented, the above-described programs may be stored in or transmitted as one or more instructions or code on a computer-readable storage medium. Computer-readable storage media includes both computer storage media and communication media including any medium that facilitates transfer of a computer program from one place to another. A storage media may be any available media that can be accessed by a computer. The computer-readable storage media may include, but is not limited to, RAM, ROM, EEPROM, CD-ROM or other optical disk storage, magnetic disk storage media or other magnetic storage devices, or any other medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a computer.

Finally, it should be noted that: the foregoing description is only illustrative of the preferred embodiments of the present application, and although the present application has been described in detail with reference to the foregoing embodiments, it will be apparent to those skilled in the art that modifications may be made to the embodiments described, or equivalents may be substituted for elements thereof, and any modifications, equivalents, improvements or changes may be made without departing from the spirit and principles of the present application.

Claims

1. An image display method for improving the light reflection degree and the eye protection degree of a paper-like screen for a picture frame screen, wherein the paper-like screen is internally provided with hardware for the image display method for improving the light reflection degree and the eye protection degree of the paper-like screen for the picture frame screen, and the hardware comprises a light source, a resistor and a capacitor which are embedded in the paper-like screen, and is characterized by comprising the following steps:

2. The image display method for improving a paper-like screen for a picture frame screen to reduce reflectance and improve eye protection according to claim 1, wherein step S1 further comprises:

3. The image display method for improving a paper-like screen for a picture frame screen to reduce reflectance and improve eye protection according to claim 2, wherein step S2 further comprises:

the light intensity determining relation is specifically as follows:

4. The method for displaying an image for improving a paper-like screen for a picture frame screen to reduce reflectance and improve eye protection according to claim 3, wherein step S3 further comprises:

5. The method for displaying an image for improving a frame screen paper-like screen for reducing reflection and improving eye protection according to claim 4, wherein step S4 further comprises:

and outputting the real-time paper-like screen image display strategy.

6. The method for displaying an image for improving a frame screen paper-like screen for reducing reflection and improving eye protection according to claim 5, wherein step S5 further comprises:

7. The method for displaying an image for improving a frame screen paper-like screen for reducing reflection and improving eye protection according to claim 6, further comprising:

8. The method for displaying an image for improving a frame screen paper-like screen for reducing reflection and improving eye protection according to claim 7, wherein step S6 further comprises:

9. The method for displaying an image for improving a picture frame screen paper-like screen to reduce reflectance and improve eye protection according to claim 8, wherein step S7 further comprises:

10. The method for displaying an image for improving a frame screen paper-like screen for reducing reflection and improving eye protection according to claim 9, wherein step S8 further comprises: