Automatic detection and color calibration integrated device and method for display equipment

Abstract

The invention provides an automatic detection and color calibration integrated device and method for display equipment, and the device comprises a model building module which is used for building a picture automatic detection end, building a color self-calibration model, building a correlation mechanism between the picture automatic detection end and the color self-calibration model, and building a color self-calibration module; an integrated model is constructed according to the association mechanism; the detection and calibration module is used for acquiring a to-be-displayed picture, inputting the to-be-displayed picture into the integrated model for color detection and calibration, and outputting a standard display picture according to a color detection and calibration result; the control display module is used for controlling the display equipment to display the standard display picture based on the calibration result; the development of color standardization in the display equipment industry is further promoted, meanwhile, the public aesthetic appreciation is improved, and the technology better serves art.

Description

Technical Field

[0001] The present invention relates to the technical field of picture detection calibration control, and in particular to an integrated device and method for automatic detection and color calibration of a display device. Background Art

[0002] At present, display devices are widely used in various fields and have become indispensable devices in daily life. The accurate and effective display of colors in display devices has become a necessary condition for improving user experience and public aesthetics.

[0003] However, nowadays, the color calibration or test calibration of all display devices requires computer support, which consumes a lot of manpower and material resources. At the same time, the display screen of the display device is processed by the computer and then transmitted to the display device, which makes it easy for the display device to display the screen inaccurately and the display effect of the display screen is not good.

[0004] Therefore, in order to overcome the above technical problems, the present invention provides an integrated device and method for automatic detection and color calibration of a display device. Summary of the invention

[0005] The present invention provides an integrated device and method for automatic detection and color calibration of display devices, which are used to construct an automatic picture detection terminal, construct a color self-calibration model, and realize the construction of an integrated model through an association mechanism, thereby effectively realizing automatic color detection and calibration of the display device, and can directly present the results on the display device, further promoting the development of color standardization in the display device industry, while improving the public's aesthetic taste and allowing technology to better serve art.

[0006] A display device automatic detection and color calibration integrated device, comprising:

[0007] A model building module is used to build an automatic picture detection terminal and a color self-calibration model, establish a correlation mechanism between the automatic picture detection terminal and the color self-calibration model, and build an integrated model based on the correlation mechanism;

[0008] A detection and calibration module is used to obtain the image to be displayed, input the image to be displayed into the integrated model for color detection and calibration, and output a standard display image according to the color detection and calibration results;

[0009] The display control module is used to control the display device to display a standard display image based on the calibration result.

[0010] Preferably, a display device automatic detection and color calibration integrated device, a model building module, comprises:

[0011] An automatic picture detection terminal construction unit is used to construct an automatic picture detection terminal for detecting a picture to be displayed on a display device;

[0012] A color self-calibration model building unit, used for building a color self-calibration model;

[0013] The association unit is used to establish an association mechanism between the automatic picture detection terminal and the color self-calibration model, and to construct an integrated model based on the association mechanism.

[0014] Preferably, in a display device automatic detection and color calibration integrated device, in a picture automatic detection end construction unit, the picture automatic detection end includes:

[0015] A picture receiving sub-end, a picture pre-processing sub-end, a picture detecting sub-end and a picture buffering sub-end;

[0016] The output of the picture receiving sub-end is connected to the input of the picture preprocessing sub-end, the output of the picture preprocessing sub-end is connected to the input of the picture detecting sub-end, and the output of the picture detecting sub-end is connected to the input of the picture buffering sub-end.

[0017] Preferably, a display device automatic detection and color calibration integrated device comprises:

[0018] The picture receiving sub-end is used to receive the picture to be displayed;

[0019] The picture preprocessing sub-end is used to preprocess the received picture to be displayed to obtain the target display picture;

[0020] The image detection sub-end is used to perform color detection on the target display image and output the color status information of the target display image;

[0021] The picture buffer sub-end is used to store the target display picture and the color status information of the target display picture.

[0022] Preferably, a display device automatic detection and color calibration integrated device, a color self-calibration model building unit, comprises:

[0023] Model building subunit for:

[0024] Obtain a standard chromaticity sample image set, analyze the standard chromaticity sample image set to obtain global bright and dark area feature values ​​of each standard chromaticity sample image, and train the global bright and dark area feature values ​​of each standard chromaticity sample image to construct a first model element;

[0025] At the same time, a color attribute feature set of a standard chromaticity sample image set is obtained, and the color attribute feature set is trained to construct a second model element;

[0026] A color self-calibration model is constructed based on the first model element and the second model element.

[0027] Preferably, a display device automatic detection and color calibration integrated device, the model building subunit, comprises:

[0028] An interval division subunit is used to obtain a set of standard chromaticity sample images, and divide each standard chromaticity sample image into equal intervals to obtain a plurality of sub-sample areas corresponding to each standard chromaticity sample image;

[0029] The regional sample image extraction subunit is used to obtain the brightness value corresponding to each subsample region, read the brightness contrast value corresponding to each subsample region, and extract the bright region sample image and the dark region sample image corresponding to each standard chromaticity sample image according to the brightness contrast value;

[0030] A region sample image set acquisition subunit is used to obtain a bright region sample image set and a dark region sample image set according to the extraction result;

[0031] The first model element constructs a subunit, which is used to:

[0032] Obtaining the bright area feature values ​​in the bright area sample image set and the dark area feature values ​​of the dark area sample image, learning the bright area feature values ​​and the dark area feature values, and outputting the global bright and dark area feature values ​​of each standard chromaticity sample image;

[0033] The global bright and dark area feature values ​​of each standard chromaticity sample image are trained to construct a first model element;

[0034] The second model element constructs a subunit for

[0035] Acquire a first color attribute feature set corresponding to the bright area sample image set, and at the same time, acquire a second color attribute feature set corresponding to the dark area sample image set;

[0036] Extracting the first main color attribute feature corresponding to the first color attribute feature set according to a preset algorithm, and at the same time, extracting the second main color attribute feature corresponding to the second color attribute feature set according to a preset algorithm;

[0037] Matching an optimal color correction function according to the first main color attribute feature and the second main color attribute feature, training the optimal color correction function, and outputting a second model element;

[0038] The model element synthesis subunit is used to synthesize the first model element and the second model element to obtain a color self-calibration model.

[0039] Preferably, a display device automatic detection and color calibration integrated device, the associated unit, comprises:

[0040] All-in-one model building subunit for:

[0041] Get the picture cache sub-end of the picture automatic detection end;

[0042] Acquire the output end of the picture buffer sub-end of the picture automatic detection end and the input end of the color self-calibration model, and establish a correlation mechanism between the output end of the picture buffer sub-end of the picture automatic detection end and the input end of the color self-calibration model;

[0043] Build an integrated model based on the association mechanism.

[0044] Preferably, a display device automatic detection and color calibration integrated device, a detection and calibration module, comprises:

[0045] A unit for acquiring a picture to be displayed, used for inputting the picture to be displayed to the display device;

[0046] An initial detection unit, used to read the picture to be displayed based on the integrated model, and perform initial detection on the picture to be displayed according to the picture automatic detection terminal in the integrated model, and output color status information of the picture to be displayed;

[0047] The standard display screen output unit is used to input the color status information and the screen to be displayed into the color self-calibration model at the same time for color self-calibration, and output the standard display screen based on the integrated model.

[0048] Preferably, a display device automatic detection and color calibration integrated device controls the display module, including:

[0049] The command trigger unit is used to automatically trigger the display command when the integrated model outputs the standard display screen;

[0050] The display unit is used to control the display device to display the standard display picture based on the display instruction.

[0051] A method for integrating automatic detection and color calibration of a display device, comprising:

[0052] Step 1: Build an automatic picture detection terminal and a color self-calibration model, establish a correlation mechanism between the automatic picture detection terminal and the color self-calibration model, and build an integrated model based on the correlation mechanism;

[0053] Step 2: Obtain the image to be displayed, and input the image to be displayed into the integrated model for color detection and calibration, and output a standard display image according to the color detection and calibration results;

[0054] Step 3: Based on the calibration result, the display device is controlled to display the standard display image.

[0055] Compared with the prior art, the present invention has the following beneficial effects:

[0056] 1. By building an automatic picture detection terminal, a color self-calibration model, and realizing the construction of an integrated model through an association mechanism, it is possible to effectively realize automatic color detection and calibration of display devices, and directly present the results on the display devices, further promoting the development of color standardization in the display device industry, while improving the public's aesthetic taste and allowing technology to better serve art.

[0057] 2. By acquiring a set of standard chromaticity sample images and dividing the standard chromaticity sample images into equal intervals, a plurality of sub-sample areas can be effectively obtained. By determining the sub-sample areas, the division and identification of bright and dark areas can be effectively realized, thereby realizing the training and construction of the first model element. By determining the first main color characteristic attribute of the bright area sample image set and the second main color attribute feature of the dark area sample image set, the construction of the second model element can be effectively realized. By combining the first model element with the second model element, the construction of a color self-calibration model can be realized. The recognition of image brightness and darkness and the calibration of colors corresponding to different brightness and darkness intervals can be effectively realized, thereby improving the accuracy and comprehensiveness of color calibration of display devices.

[0058] 3. By acquiring the output end of the picture cache sub-end of the automatic picture detection end and the input end of the color self-calibration model, the association mechanism can be effectively constructed, thereby accurately constructing an integrated model, and realizing the joint use of the automatic picture detection end and the color self-calibration model.

[0059] Other features and advantages of the present invention will be described in the following description, and partly become apparent from the description, or understood by practicing the present invention. The purpose and other advantages of the present invention can be realized and obtained by the structures specifically pointed out in this application document.

[0060] The technical solution of the present invention is further described in detail below through the accompanying drawings and embodiments. BRIEF DESCRIPTION OF THE DRAWINGS

[0061] The accompanying drawings are used to provide a further understanding of the present invention and constitute a part of the specification. Together with the embodiments of the present invention, they are used to explain the present invention and do not constitute a limitation of the present invention. In the accompanying drawings:

[0062] Figure 1 This is a structural diagram of an integrated device for automatic detection and color calibration of a display device according to an embodiment of the present invention;

[0063] Figure 2 A structural diagram of a model building module in a device for integrating automatic detection and color calibration of a display device according to an embodiment of the present invention;

[0064] Figure 3The present invention is a flowchart of a method for integrating automatic detection and color calibration of a display device according to an embodiment of the present invention. DETAILED DESCRIPTION

[0065] The preferred embodiments of the present invention are described below in conjunction with the accompanying drawings. It should be understood that the preferred embodiments described herein are only used to illustrate and explain the present invention, and are not used to limit the present invention.

[0066] Embodiment 1:

[0067] This embodiment provides an integrated device for automatic detection and color calibration of a display device, such as Figure 1 As shown, including:

[0068] A model building module is used to build an automatic picture detection terminal and a color self-calibration model, establish a correlation mechanism between the automatic picture detection terminal and the color self-calibration model, and build an integrated model based on the correlation mechanism;

[0069] A detection and calibration module is used to obtain the image to be displayed, input the image to be displayed into the integrated model for color detection and calibration, and output a standard display image according to the color detection and calibration results;

[0070] The display control module is used to control the display device to display a standard display image based on the calibration result.

[0071] In this embodiment, the automatic image detection terminal is used to realize automatic detection of the image to be displayed in the display device, thereby outputting color status information of the image to be displayed, wherein the color status information includes: color distribution status, brightness and darkness status data of the image to be displayed.

[0072] In this embodiment, the color self-calibration model can realize the function of automatically calibrating the color of the picture to be displayed.

[0073] In this embodiment, the integrated model can be a package of the automatic picture detection terminal and the color self-calibration model (ie, a constructed association mechanism), so as to realize the function of automatically detecting and calibrating the picture to be displayed on the display device, thereby outputting a standard display picture.

[0074] The working principle and beneficial effects of the above technical solution are: by constructing an automatic picture detection terminal, constructing a color self-calibration model, and realizing the construction of an integrated model through an association mechanism, it is possible to effectively realize automatic color detection and calibration of the display device, and directly present the results on the display device, further promoting the development of color standardization in the display device industry, while improving the public's aesthetic taste and allowing technology to better serve art.

[0075] Embodiment 2:

[0076] Based on Example 1, this embodiment provides an integrated device for automatic detection and color calibration of a display device, such as Figure 2 As shown, the model building modules include:

[0077] An automatic picture detection terminal construction unit is used to construct an automatic picture detection terminal for detecting a picture to be displayed on a display device;

[0078] A color self-calibration model building unit, used for building a color self-calibration model;

[0079] The association unit is used to establish an association mechanism between the automatic picture detection terminal and the color self-calibration model, and to construct an integrated model based on the association mechanism.

[0080] The working principle and beneficial effect of the above technical solution are: by constructing an integrated model, the display device can effectively display the model to be displayed in an integrated manner, thereby improving the convenience and effectiveness of automatic detection and automatic color calibration of the display image in the display device.

[0081] Embodiment 3:

[0082] On the basis of Example 2, this embodiment provides an integrated device for automatic detection and color calibration of a display device. In the automatic picture detection end construction unit, the automatic picture detection end includes:

[0083] A picture receiving sub-end, a picture pre-processing sub-end, a picture detecting sub-end and a picture buffering sub-end;

[0084] The output of the picture receiving sub-end is connected to the input of the picture preprocessing sub-end, the output of the picture preprocessing sub-end is connected to the input of the picture detecting sub-end, and the output of the picture detecting sub-end is connected to the input of the picture buffering sub-end.

[0085] The working principle and beneficial effect of the above technical solution are: the entire process of preprocessing, color detection and information caching of the displayed image is realized through the image receiving sub-end, the image preprocessing sub-end, the image detection sub-end and the image caching sub-end, thereby ensuring the intelligence of the automatic image detection end and the timeliness of image processing.

[0086] Embodiment 4:

[0087] Based on Example 3, this embodiment provides an integrated device for automatic detection and color calibration of a display device, including:

[0088] The picture receiving sub-end is used to receive the picture to be displayed;

[0089] The picture preprocessing sub-end is used to preprocess the received picture to be displayed to obtain the target display picture;

[0090] The image detection sub-end is used to perform color detection on the target display image and output the color status information of the target display image;

[0091] The picture buffer sub-end is used to store the target display picture and the color status information of the target display picture.

[0092] In this embodiment, preprocessing the received picture to be displayed may include performing denoising and other processing on the picture to be displayed, thereby improving the quality of the picture to be displayed.

[0093] In this embodiment, the color status information includes: color distribution status, brightness and darkness status data of the picture to be displayed.

[0094] The beneficial effect of the above technical solution is: ensuring the intelligence of the automatic image detection terminal and the timeliness of image processing.

[0095] Embodiment 5:

[0096] Based on Example 2, this embodiment provides an integrated device for automatic detection and color calibration of a display device, and a color self-calibration model building unit, including:

[0097] Model building subunit for:

[0098] Obtain a standard chromaticity sample image set, analyze the standard chromaticity sample image set to obtain global bright and dark area feature values ​​of each standard chromaticity sample image, and train the global bright and dark area feature values ​​of each standard chromaticity sample image to construct a first model element;

[0099] At the same time, a color attribute feature set of a standard chromaticity sample image set is obtained, and the color attribute feature set is trained to construct a second model element;

[0100] A color self-calibration model is constructed based on the first model element and the second model element.

[0101] In this embodiment, the standard chromaticity sample image set is known in advance and is used to characterize theoretical values ​​of chromaticity values.

[0102] In this embodiment, the global bright and dark area characteristic value may be the value corresponding to the chromaticity of different areas in the standard chromaticity sample image.

[0103] In this embodiment, the first model element may be used to realize brightness and darkness recognition of an image.

[0104] In this embodiment, the second model element may be used to implement image color calibration.

[0105] In this embodiment, the color attribute feature set may be the categories of image colors in the standard chromaticity sample image set, and the color value range corresponding to each category.

[0106] The working principle and beneficial effect of the above technical solution are: by constructing the first model element and the second model element, the construction of the color self-calibration model can be effectively realized, thereby ensuring the effectiveness and accuracy of the color self-calibration model for image recognition processing.

[0107] Embodiment 6:

[0108] Based on Example 5, this embodiment provides an integrated device for automatic detection and color calibration of a display device, and the model building subunit includes:

[0109] The interval division subunit is used to obtain a set of standard chromaticity sample images, and divide each standard chromaticity sample image into equal intervals to obtain a plurality of sub-sample areas corresponding to each standard chromaticity sample image;

[0110] The regional sample image extraction subunit is used to obtain the brightness value corresponding to each subsample region, read the brightness contrast value corresponding to each subsample region, and extract the bright region sample image and the dark region sample image corresponding to each standard chromaticity sample image according to the brightness contrast value;

[0111] A region sample image set acquisition subunit is used to obtain a bright region sample image set and a dark region sample image set according to the extraction result;

[0112] The first model element constructs a subunit, which is used to:

[0113] Obtaining the bright area feature values ​​in the bright area sample image set and the dark area feature values ​​of the dark area sample image, learning the bright area feature values ​​and the dark area feature values, and outputting the global bright and dark area feature values ​​of each standard chromaticity sample image;

[0114] The global bright and dark area feature values ​​of each standard chromaticity sample image are trained to construct a first model element;

[0115] The second model element constructs a subunit for

[0116] Acquire a first color attribute feature set corresponding to the bright area sample image set, and at the same time, acquire a second color attribute feature set corresponding to the dark area sample image set;

[0117] Extracting the first main color attribute feature corresponding to the first color attribute feature set according to a preset algorithm, and at the same time, extracting the second main color attribute feature corresponding to the second color attribute feature set according to a preset algorithm;

[0118] Matching an optimal color correction function according to the first main color attribute feature and the second main color attribute feature, training the optimal color correction function, and outputting a second model element;

[0119] The model element synthesis subunit is used to synthesize the first model element and the second model element to obtain a color self-calibration model.

[0120] In this embodiment, the standard chromaticity sample image set is set in advance.

[0121] In this embodiment, the bright area sample image set may be a set of corresponding bright area images in the standard chrominance sample image set.

[0122] In this embodiment, the dark area sample image set may be a set of corresponding dark area images in the standard chrominance sample image set.

[0123] In this embodiment, the number of bright region sample image sets is consistent with the number of dark region sample image sets and the number of standard chrominance sample image sets.

[0124] In this embodiment, the first color attribute feature set may be the category of the corresponding color and the value distribution of the color in the bright area sample image set.

[0125] In this embodiment, the second color attribute feature set may be the type of color and the color value distribution corresponding to the dark area sample image set.

[0126] In this embodiment, the preset algorithm may be set in advance, including a color component analysis algorithm and the like.

[0127] In this embodiment, the first main color attribute feature may be a color attribute feature mainly distributed in the first color attribute feature set, and the second main color attribute feature may be a color attribute feature mainly distributed in the second color attribute feature set.

[0128] In this embodiment, the construction of the second model element is achieved by matching the first main color attribute feature with the second main color attribute feature in a preset function library to an optimal color correction function that is consistent with the first main color attribute feature and the second main color attribute feature, thereby training the optimal color correction function.

[0129] The working principle and beneficial effects of the above technical solution are as follows: by obtaining a standard chromaticity sample image set and dividing the standard chromaticity sample image into equal intervals, a plurality of sub-sample areas can be effectively obtained; by determining the sub-sample areas, the division and identification of bright and dark areas can be effectively realized, thereby realizing the training and construction of the first model element; by determining the first main color feature attribute of the bright area sample image set and the second main color attribute feature of the dark area and sample image set, the construction of the second model element can be effectively realized; by combining the first model element with the second model element, the construction of a color self-calibration model can be realized; the recognition of image brightness and darkness and the calibration of colors corresponding to different brightness and darkness intervals can be effectively realized, thereby improving the accuracy and comprehensiveness of color calibration of the display device.

[0130] Embodiment 7:

[0131] Based on Example 2, this embodiment provides an integrated device for automatic detection and color calibration of a display device, and the associated unit includes:

[0132] All-in-one model building subunit for:

[0133] Get the picture cache sub-end of the picture automatic detection end;

[0134] Acquire the output end of the picture buffer sub-end of the picture automatic detection end and the input end of the color self-calibration model, and establish a correlation mechanism between the output end of the picture buffer sub-end of the picture automatic detection end and the input end of the color self-calibration model;

[0135] Build an integrated model based on the association mechanism.

[0136] In this embodiment, the association mechanism may be based on the association standard between the output terminal of the picture buffer sub-terminal of the picture automatic detection terminal and the input terminal of the color self-calibration model to realize the joint use of the picture automatic detection terminal and the color self-calibration model.

[0137] The working principle and beneficial effect of the above technical solution are: by obtaining the output end of the picture cache sub-end of the automatic picture detection end and the input end of the color self-calibration model, the association mechanism is effectively constructed, thereby accurately constructing an integrated model, thereby realizing the joint use of the automatic picture detection end and the color self-calibration model.

[0138] Embodiment 8:

[0139] Based on Example 1, this embodiment provides an integrated device for automatic detection and color calibration of a display device, and a detection and calibration module, including:

[0140] A unit for acquiring a picture to be displayed, used for inputting the picture to be displayed to the display device;

[0141] An initial detection unit, used to read the picture to be displayed based on the integrated model, and perform initial detection on the picture to be displayed according to the picture automatic detection terminal in the integrated model, and output color status information of the picture to be displayed;

[0142] The standard display screen output unit is used to input the color status information and the screen to be displayed into the color self-calibration model at the same time for color self-calibration, and output the standard display screen based on the integrated model.

[0143] In this embodiment, the color status information may be the color distribution that ultimately corresponds to the picture to be displayed.

[0144] The beneficial effects of the above technical solution are: effectively realizing automatic color detection and calibration of display devices, presenting the results directly on the display devices, and further promoting the development of color standardization in the display device industry.

[0145] Embodiment 9:

[0146] Based on Example 1, this embodiment provides an integrated device for automatic detection and color calibration of a display device, which controls a display module and includes:

[0147] The command trigger unit is used to automatically trigger the display command when the integrated model outputs the standard display screen;

[0148] The display unit is used to control the display device to display the standard display picture based on the display instruction.

[0149] In this embodiment, the display instruction is automatically generated when the integrated model outputs a standard display screen, and is an instruction used to control the display device to display the standard display screen.

[0150] The working principle and beneficial effect of the above technical solution are: by automatically triggering the display instruction, the display device is effectively controlled, so that the display device displays the standard display screen accurately and timely.

[0151] Embodiment 10:

[0152] This embodiment provides a method for integrating automatic detection and color calibration of a display device, such as Figure 3 As shown, including:

[0153] Step 1: Build an automatic picture detection terminal and a color self-calibration model, establish a correlation mechanism between the automatic picture detection terminal and the color self-calibration model, and build an integrated model based on the correlation mechanism;

[0154] Step 2: Obtain the image to be displayed, and input the image to be displayed into the integrated model for color detection and calibration, and output a standard display image according to the color detection and calibration results;

[0155] Step 3: Based on the calibration result, the display device is controlled to display the standard display image.

[0156] The working principle and beneficial effects of the above technical solution are: by constructing an automatic picture detection terminal, constructing a color self-calibration model, and realizing the construction of an integrated model through an association mechanism, it is possible to effectively realize automatic color detection and calibration of the display device, and directly present the results on the display device, further promoting the development of color standardization in the display device industry, while improving the public's aesthetic taste and allowing technology to better serve art.

[0157] Obviously, those skilled in the art can make various changes and modifications to the present invention without departing from the spirit and scope of the present invention. Thus, if these 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 these modifications and variations.

Claims

1. A display device automatic detection and color calibration integrated device, characterized in that: include: A model building module is used to build an automatic picture detection terminal and a color self-calibration model, establish a correlation mechanism between the automatic picture detection terminal and the color self-calibration model, and build an integrated model based on the correlation mechanism; A detection and calibration module is used to obtain the image to be displayed, input the image to be displayed into the integrated model for color detection and calibration, and output a standard display image according to the color detection and calibration results; The display control module is used to control the display device to display a standard display image based on the calibration result.

2. The device for integrating automatic detection and color calibration of a display device according to claim 1, characterized in that: Model building modules, including: An automatic picture detection terminal construction unit is used to construct an automatic picture detection terminal for detecting a picture to be displayed on a display device; A color self-calibration model building unit, used for building a color self-calibration model; The association unit is used to establish an association mechanism between the automatic picture detection terminal and the color self-calibration model, and to construct an integrated model based on the association mechanism.

3. The device for integrating automatic detection and color calibration of a display device according to claim 2, characterized in that: In the picture automatic detection end construction unit, the picture automatic detection end includes: A picture receiving sub-end, a picture pre-processing sub-end, a picture detecting sub-end and a picture buffering sub-end; The output of the picture receiving sub-end is connected to the input of the picture preprocessing sub-end, the output of the picture preprocessing sub-end is connected to the input of the picture detecting sub-end, and the output of the picture detecting sub-end is connected to the input of the picture buffering sub-end.

4. The device for integrating automatic detection and color calibration of a display device according to claim 3, characterized in that: include: The picture receiving sub-end is used to receive the picture to be displayed; The picture preprocessing sub-end is used to preprocess the received picture to be displayed to obtain the target display picture; The image detection sub-end is used to perform color detection on the target display image and output the color status information of the target display image; The picture buffer sub-end is used to store the target display picture and the color status information of the target display picture.

5. The device for integrating automatic detection and color calibration of a display device according to claim 2, characterized in that: Color self-calibration model building unit, including: Model building subunit for: Obtain a standard chromaticity sample image set, analyze the standard chromaticity sample image set to obtain global bright and dark area feature values ​​of each standard chromaticity sample image, and train the global bright and dark area feature values ​​of each standard chromaticity sample image to construct a first model element; At the same time, a color attribute feature set of a standard chromaticity sample image set is obtained, and the color attribute feature set is trained to construct a second model element; A color self-calibration model is constructed based on the first model element and the second model element.

6. The device for integrating automatic detection and color calibration of a display device according to claim 5, characterized in that: Model building subunit, including: An interval division subunit is used to obtain a set of standard chromaticity sample images, and divide each standard chromaticity sample image into equal intervals to obtain a plurality of sub-sample areas corresponding to each standard chromaticity sample image; The regional sample image extraction subunit is used to obtain the brightness value corresponding to each subsample region, read the brightness contrast value corresponding to each subsample region, and extract the bright region sample image and the dark region sample image corresponding to each standard chromaticity sample image according to the brightness contrast value; A region sample image set acquisition subunit is used to obtain a bright region sample image set and a dark region sample image set according to the extraction result; The first model element constructs a subunit, which is used to: Obtaining the bright area feature values ​​in the bright area sample image set and the dark area feature values ​​of the dark area sample image, learning the bright area feature values ​​and the dark area feature values, and outputting the global bright and dark area feature values ​​of each standard chromaticity sample image; The global bright and dark area feature values ​​of each standard chromaticity sample image are trained to construct a first model element; The second model element constructs a subunit for Acquire a first color attribute feature set corresponding to the bright area sample image set, and at the same time, acquire a second color attribute feature set corresponding to the dark area sample image set; Extracting the first main color attribute feature corresponding to the first color attribute feature set according to a preset algorithm, and at the same time, extracting the second main color attribute feature corresponding to the second color attribute feature set according to a preset algorithm; Matching an optimal color correction function according to the first main color attribute feature and the second main color attribute feature, training the optimal color correction function, and outputting a second model element; The model element synthesis subunit is used to synthesize the first model element and the second model element to obtain a color self-calibration model.

7. The device for integrating automatic detection and color calibration of a display device according to claim 2, characterized in that: Associated units, including: All-in-one model building subunit for: Get the picture cache sub-end of the picture automatic detection end; Acquire the output end of the picture buffer sub-end of the picture automatic detection end and the input end of the color self-calibration model, and establish a correlation mechanism between the output end of the picture buffer sub-end of the picture automatic detection end and the input end of the color self-calibration model; Build an integrated model based on the association mechanism.

8. The device for integrating automatic detection and color calibration of a display device according to claim 1, characterized in that: Detection and calibration module, including: A unit for acquiring a picture to be displayed, used for inputting the picture to be displayed to the display device; An initial detection unit, used to read the picture to be displayed based on the integrated model, and perform initial detection on the picture to be displayed according to the picture automatic detection terminal in the integrated model, and output color status information of the picture to be displayed; The standard display screen output unit is used to input the color status information and the screen to be displayed into the color self-calibration model at the same time for color self-calibration, and output the standard display screen based on the integrated model.

9. The device for integrating automatic detection and color calibration of a display device according to claim 1, characterized in that: Control display module, including: The command trigger unit is used to automatically trigger the display command when the integrated model outputs the standard display screen; The display unit is used to control the display device to display the standard display picture based on the display instruction.

10. A method for integrating automatic detection and color calibration of a display device, characterized in that: include: Step 1: Build an automatic picture detection terminal and a color self-calibration model, establish a correlation mechanism between the automatic picture detection terminal and the color self-calibration model, and build an integrated model based on the correlation mechanism; Step 2: Obtain the image to be displayed, and input the image to be displayed into the integrated model for color detection and calibration, and output a standard display image according to the color detection and calibration results; Step 3: Based on the calibration result, the display device is controlled to display the standard display image.

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