A method and system for processing a full-plate graphic text of a beauty lens

By combining layered analysis and adaptation models with simulation testing, the problems of irregular image and text alignment and color distortion in full-page image and text processing of colored contact lenses were solved, achieving efficient automated production and improving product quality and market competitiveness.

CN122492736APending Publication Date: 2026-07-31LIJING PRECISION TECHNOLOGY (ZHEJIANG) CO LTD
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
LIJING PRECISION TECHNOLOGY (ZHEJIANG) CO LTD
Filing Date
2026-03-27
Publication Date
2026-07-31

AI Technical Summary

Technical Problem

Existing technologies for processing full-page images and text in colored contact lenses suffer from problems such as low processing efficiency, irregular image and text adhesion, color distortion, and adhesion wrinkles, failing to meet high-quality requirements. Furthermore, the lack of effective testing and iterative adjustment mechanisms leads to high production costs and low pass rates.

Method used

Image processing algorithms are used to analyze image and text features in layers, and an adaptation model is built to suit the characteristics of colored contact lenses. Through simulation testing and iterative adjustments, the color rendering stability and fit of images and text under different lighting conditions are achieved. A special steel plate for pad printing is generated through laser engraving equipment, realizing fully automated processing.

Benefits of technology

It improves the processing efficiency and printing quality of full-page images and text on colored contact lenses, ensuring that the images and text appear natural and distortion-free when worn, thereby increasing the product qualification rate and market competitiveness, and reducing production costs.

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Abstract

This invention provides a method and system for processing full-page images and text on colored contact lenses. The method includes acquiring the base parameters of the colored contact lens and the target image and text material; performing layered analysis to extract features from the image and text material; constructing an image and text adaptation model to generate a full-page image and text initial version that fits the base; and outputting printing data that can be directly imported into printing equipment after rendering optimization, simulation testing, and iterative adjustments. The system includes multiple functional modules, each interacting bidirectionally via a data bus to collaboratively complete the above processing steps. This invention solves the problems of poor image and text fit and color distortion in existing full-page colored contact lens printing, improving image and text processing efficiency and printing quality, and adapting to the mass production needs of different colored contact lens sizes.
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Description

Technical Field

[0001] This invention relates to the field of colored contact lens processing technology, specifically to a method and system for processing full-page images and text on colored contact lenses. Background Technology

[0002] With the rapid development of the colored contact lens industry, consumers' demands for the aesthetics of colored contact lenses are constantly increasing. Full-print graphic colored contact lenses, due to their rich visual effects, have gradually become mainstream products in the market. The core requirement for full-print graphic colored contact lenses is that the images and text perfectly adhere to the lens base, and that they present a clear, uniform, and natural color rendering effect during wear. This places high demands on the processing technology of full-print graphics. Currently, the processing of full-print graphics in colored contact lenses mostly uses a combination of manual methods and simple image processing tools. First, the image and text materials are simply cropped and scaled, and then the adaptation relationship between the images and text and the lens base is manually adjusted. The entire processing relies on the operator's experience, which is not only inefficient and unable to meet the needs of mass production, but also prone to problems such as irregular image and text adhesion and loss of detail.

[0003] In existing technologies, some image processing methods are not specifically adapted to the characteristics of colored contact lens substrates, and only use general image scaling and adaptation methods. This fails to take into account the curvature, light transmittance, and other characteristics of the colored contact lens substrate, resulting in problems such as color distortion, blurred edges, and adhesion wrinkles after the generated full-page images and text are worn, seriously affecting the product's aesthetics and wearing experience. At the same time, existing processing methods lack a comprehensive testing and iterative adjustment mechanism, making it impossible to detect color rendering defects and adhesion stability issues of images and text under different lighting conditions in advance. This leads to a low pass rate for printed colored contact lens products, increases production costs, and makes it difficult to meet the market's high-quality demand for full-page image and text colored contact lenses. Summary of the Invention

[0004] To address the aforementioned technical shortcomings, the purpose of this invention is to provide a method and system for processing full-page images and text on colored contact lenses, thereby improving image and text processing efficiency and printing quality, and adapting to the mass production needs of colored contact lenses of different specifications.

[0005] To achieve the above objectives, the present invention adopts the following technical solution:

[0006] A method for processing full-page images and text on colored contact lenses includes the following steps:

[0007] S1. Obtain the base parameters of the colored contact lens to be printed and the target image and text material. Use image processing algorithms to perform layered analysis on the target image and text material and extract the outline features, color features and detail features of the image and text.

[0008] S2. Based on the curvature parameters, diameter parameters, and material light transmission parameters of the colored contact lens substrate, construct an image and text adaptation model. Input the extracted image and text features into the adaptation model for coordinate mapping and scaling to generate a full-page image and text initial version that perfectly matches the colored contact lens substrate.

[0009] S3. Use image rendering algorithms to perform color correction and light and shadow optimization on the full-page graphic and text initial version, so that the graphic and text present a clear and uniform visual effect when wearing colored contact lenses.

[0010] S4. Simulate the color rendering state and bonding stability of full-page graphics and text under different lighting conditions through simulation testing algorithms, and iteratively adjust the graphics and text parameters based on the test results;

[0011] S5. After the simulation test results reach the preset standard, output the final full-page graphic printing data for colored contact lenses;

[0012] S6. Based on the colored contact lens solution corresponding to the output full-page graphic printing data, analyze the colors in the solution, combine the raw material pigment parameters, and output the pigment mixing ratio and the corresponding pigment formulation process.

[0013] S7. Analyze the full-print image on the contact lens, and calculate the unfolded pattern of the image on the steel plate surface by combining the lens swelling rate, lens base curve, and glue tip curvature parameters. Feed the unfolded pattern data back to the laser engraving equipment. Position the steel plate blank processed according to the engineering drawings on the laser engraving equipment, determine the position of the image, and then perform laser engraving. After the laser engraving is completed, mark the serial number on the steel plate to obtain a pad printing special steel plate that matches the full-print image of the contact lens.

[0014] Preferably, in step S1, the method of performing layered analysis of the target graphic material using an image processing algorithm is as follows: using a convolutional neural network to perform pixel-level layering of the target graphic material, separating the foreground feature layer, background feature layer and transition feature layer of the graphic material.

[0015] Preferably, in step S2, the method for constructing the image-text adaptation model is as follows: collect parameter data of different specifications of colored contact lens bases to establish a training set, and obtain an image-text adaptation model that can automatically match the base parameters through deep learning training.

[0016] Preferably, in step S3, the method for color correction of the full-page graphic initial version using an image rendering algorithm is as follows: based on the light transmittance curve of the colored contact lens material, the color level parameters of each area of ​​the graphic are adjusted so that the graphic colors are not distorted under oxygen-permeable conditions.

[0017] Preferably, in step S4, the simulation test algorithm simulates different lighting environments, including everyday natural light environment, indoor lighting environment and strong light environment; the image and text parameters include the outline edge smoothness parameter, color saturation parameter and detail clarity parameter of the image and text.

[0018] Preferably, in step S5, the final full-page graphic printing data for colored contact lenses is stored in vector format, which supports parameter calls from printing equipment of different precision.

[0019] Preferably, in step S6, the method for analyzing the colors in the scheme and outputting the color powder mixing ratio and corresponding color powder formulation process in combination with the raw material color powder parameters is as follows: extract the color numerical characteristics of each area of ​​the full-page image of the contact lens, combine the basic color rendering parameters, compounding and fusion parameters and color powder color rendering compatibility parameters of the raw material color powder, perform matching calculation through a color restoration algorithm, and output the color powder mixing ratio that meets the color restoration requirements of the contact lens image. At the same time, in combination with the preparation requirements of the contact lens pad printing ink, output the formulation process parameters of the color powder stirring process, temperature control process and mixing and fusion process.

[0020] Preferably, in step S7, the unfolded pattern of the graphic on the steel plate surface is calculated, the unfolded pattern data is fed back to the laser engraving equipment, the steel plate blank processed according to the engineering drawings is positioned on the laser engraving equipment, the position of the graphic is determined, and laser engraving is performed. After laser engraving is completed, a serial number is marked on the steel plate. The specific method for obtaining a pad printing special steel plate matching the full-page graphic of the contact lens is as follows: extract the outline size, detail distribution and overall proportion characteristics of the full-page graphic of the contact lens, and import the deformation compensation coefficient of the lens swelling rate, the surface parameters of the lens base curve, and the curvature of the adhesive tip. The parameters are combined, and the curved surface unfolding algorithm is used to convert and calculate the curved surface graphics of the contact lens, compensate for the graphic deformation error during the pad printing process, and generate an unfolded pattern that is adapted to the plane of the steel plate. The coordinates, dimensions and contour data of the pattern are standardized and fed back to the laser engraving equipment. The steel plate blank is fixed in the processing station of the laser engraving equipment using positioning fixtures, the positioning reference of the blank is calibrated and the graphic position is confirmed, and the laser engraving equipment is started to complete the graphic engraving. A unique serial number is engraved in the designated area of ​​the steel plate and associated with and matched with the corresponding full-page graphic scheme of the contact lens to obtain a special steel plate for pad printing.

[0021] A system for processing full-page images and text on colored contact lenses includes a two-way data interaction image material acquisition module, a feature analysis module, a base parameter matching module, an image and text adaptation generation module, a rendering optimization module, a simulation test adjustment module, a printing data output module, a toner mixing and analysis module, and a steel plate laser engraving design and processing module.

[0022] The image material acquisition module is used to acquire the base parameters of the colored contact lenses to be printed and the target image and text materials;

[0023] The feature parsing module is used to perform layered parsing of the target graphic and textual materials and extract features;

[0024] The base parameter matching module is used to retrieve the base parameter input image and text adaptation model for colored contact lenses;

[0025] The image and text adaptation generation module is used to generate a full-page initial version of the image and text;

[0026] The rendering optimization module is used to perform color correction and lighting optimization on the initial version of the graphics and text.

[0027] The simulation test adjustment module is used to simulate the lighting environment and iteratively adjust the parameters.

[0028] The printing data output module is used to output the final full-page graphic printing data for colored contact lenses;

[0029] The color powder mixing and analysis module is used to analyze the color of the colored contact lens images, calculate the color powder mixing ratio based on the color powder parameters, and output the mixing process.

[0030] The steel plate laser engraving design and processing module is used to calculate the unfolded pattern of the steel plate, feed back the data to the laser engraving equipment, and complete the laser engraving processing and serial number labeling of the steel plate blank.

[0031] Preferably, the color powder mixing and analysis module includes a color feature extraction unit, a color powder parameter matching unit, and a mixing process output unit; the color feature extraction unit extracts the color value features of each area of ​​the contact lens image; the color powder parameter matching unit calculates the color powder mixing ratio through a color restoration algorithm; and the mixing process output unit outputs the mixing process parameters for color powder stirring and temperature control.

[0032] The steel plate laser engraving design and processing module includes a graphic feature extraction unit, an unfolded pattern calculation unit, a data feedback unit, and a laser engraving processing control unit. The graphic feature extraction unit extracts the outline and proportion features of the full-page graphic of the contact lens. The unfolded pattern calculation unit generates the unfolded pattern on the steel plate surface through a curved surface planarization unfolding algorithm. The data feedback unit feeds back the standardized pattern data to the laser engraving equipment. The laser engraving processing control unit completes the positioning of the steel plate blank, positional confirmation, laser engraving processing, and serial number labeling control.

[0033] Compared with the prior art, the beneficial effects of the present invention are as follows:

[0034] The layered analysis of graphic and textual materials enables precise extraction of their outlines, colors, and details, preventing detail loss during processing and providing accurate data support for subsequent adaptation and optimization. This ensures that full-page graphics and text fully reproduce the original design. The construction of the graphic and text adaptation model specifically adapts to the characteristics of the contact lens substrate, achieving precise matching between graphic and textual features and substrate parameters. This generates a full-page graphic and textual initial version that perfectly fits the contact lens substrate, effectively solving the problems of irregular and poor fit in existing technologies.

[0035] Image rendering optimization technology enables targeted color correction and lighting optimization for full-page images and text in the initial print run, ensuring natural and distortion-free color rendering when the contact lenses are worn, thus improving the visual effect and wearing experience. The combination of simulation testing and iterative adjustments allows for the pre-simulation of image and text color rendering and adhesion stability under different environments, enabling timely identification and adjustment of potential defects, effectively improving the printing pass rate of full-page images and text on contact lenses and reducing production costs. The system's various functional modules work collaboratively and achieve bidirectional data interaction, enabling fully automated processing of full-page images and text on contact lenses, significantly improving processing efficiency, adapting to the mass production needs of different contact lens sizes, and further enhancing product market competitiveness. Attached Figure Description

[0036] Figure 1 This is a flowchart of the method in this invention;

[0037] Figure 2 This is a structural block diagram of the system in this invention;

[0038] Figure 3 This is a schematic diagram of the colored contact lens product obtained after processing by the method of the present invention. Detailed Implementation

[0039] The invention will now be further described with reference to the accompanying drawings.

[0040] like Figure 1 As shown, a method for processing full-page images and text on colored contact lenses includes the following steps:

[0041] S1. Obtain the base parameters of the contact lens to be printed and the target image and text materials. Use image processing algorithms to perform layered analysis on the target image and text materials, and extract the outline features, color features, and detail features of the image and text:

[0042] A convolutional neural network is used to perform pixel-level layering of the target image and text materials, separating the foreground feature layer, background feature layer and transition feature layer of the image and text.

[0043] S2. Based on the curvature parameters, diameter parameters, and material light transmission parameters of the colored contact lens substrate, construct an image-text adaptation model:

[0044] We collected parameter data of different sizes of colored contact lens bases to build a training set, and used deep learning to train a text and image adaptation model that can automatically match the base parameters.

[0045] The extracted image and text features are input into the adaptation model for coordinate mapping and scaling to generate a full-page image and text initial version that perfectly matches the colored contact lens base.

[0046] S3. Using image rendering algorithms, perform color correction and lighting optimization on the initial full-page graphic and text version to ensure a clear and uniform visual effect when the graphics and text are worn with colored contact lenses.

[0047] Based on the light transmittance curve of colored contact lens material, the color level parameters of each area of ​​the image and text are adjusted to ensure that the colors of the image and text are not distorted under oxygen-permeable conditions.

[0048] S4. Simulate the color rendering state and bonding stability of full-page graphics and text under different lighting conditions through simulation testing algorithms, and iteratively adjust the graphics and text parameters based on the test results; the simulation testing algorithm simulates different lighting environments, including daily natural light environment, indoor lighting environment and strong light environment; the graphics and text parameters include the outline edge smoothness parameter, color saturation parameter and detail clarity parameter of graphics and text.

[0049] S5. After the simulation test results reach the preset standard, the final full-page graphic printing data of the colored contact lenses is output. The final full-page graphic printing data of the colored contact lenses is stored in vector format and supports parameter calls for printing equipment of different precision.

[0050] S6. Based on the output full-page colored contact lens printing data and the corresponding colored contact lens solution, analyze the colors in the solution, and combine the raw material toner parameters to output the toner mixing ratio and the corresponding toner formulation process:

[0051] Extract the color value characteristics of each area of ​​the full-page image and text of the colored contact lens, combine the basic color rendering parameters, compounding and fusion parameters and color rendering compatibility parameters of the raw material pigments, and perform matching calculations through color restoration algorithms to output the pigment mixing ratio that meets the color restoration requirements of the colored contact lens image and text. At the same time, combine the preparation requirements of the colored contact lens pad printing ink to output the mixing process, temperature control process and mixing and fusion process parameters of the pigments.

[0052] S7. Analyze the full-print image and text on the contact lens, and calculate the unfolded pattern of the image and text on the steel plate surface by combining the lens swelling rate, lens base curve, and glue tip curvature parameters. Feed the unfolded pattern data back to the laser engraving equipment. Position the steel plate blank processed according to the engineering drawings on the laser engraving equipment, determine the position of the image and text, and then perform laser engraving. After laser engraving, mark the serial number on the steel plate to obtain a pad printing special steel plate matching the full-print image and text of the contact lens.

[0053] The outline size, detail distribution, and overall proportion features of the full-print image and text on the colored contact lens are extracted. The deformation compensation coefficient of the lens swelling rate, the surface parameters of the lens base curve, and the curvature fitting parameters of the adhesive tip are imported. The curved surface image and text of the colored contact lens are transformed and calculated using a curved surface planarization unfolding algorithm to compensate for the image and text deformation error during the pad printing process. An unfolded pattern adapted to the steel plate plane is generated. The coordinates, dimensions, and outline data of the pattern are standardized and fed back to the laser engraving equipment. The steel plate blank is fixed in the processing station of the laser engraving equipment using positioning fixtures. The positioning reference of the blank is calibrated and the position of the image and text is confirmed. The laser engraving equipment is started to complete the image and text engraving. A unique serial number is engraved in the designated area of ​​the steel plate and associated with and matched with the corresponding full-print image and text scheme of the colored contact lens to obtain a special steel plate for pad printing.

[0054] like Figure 2 As shown, a system for processing full-page images and text on colored contact lenses includes a two-way data interaction image material acquisition module, a feature analysis module, a base parameter matching module, an image and text adaptation generation module, a rendering optimization module, a simulation test adjustment module, a printing data output module, a toner mixing and analysis module, and a steel plate laser engraving design and processing module.

[0055] The image material acquisition module is used to acquire the base parameters of the colored contact lenses to be printed and the target image and text materials;

[0056] The feature parsing module is used to perform layered parsing and feature extraction on target image and text materials;

[0057] The base parameter matching module is used to retrieve the base parameters of the colored contact lens and input the image and text adaptation model;

[0058] The image and text adaptation generation module is used to generate a full-page initial version of images and text.

[0059] The rendering optimization module is used to perform color correction and lighting optimization on the initial version of the graphics and text.

[0060] The simulation test adjustment module is used to simulate the lighting environment and iteratively adjust the parameters;

[0061] The printing data output module is used to output the final full-page graphic printing data for colored contact lenses;

[0062] The color powder mixing and analysis module is used to analyze the color of colored contact lenses in images and text, calculate the color powder mixing ratio based on color powder parameters, and output the mixing process.

[0063] The steel plate laser engraving design and processing module is used to calculate the unfolded pattern of the steel plate, feed back the data to the laser engraving equipment, and complete the laser engraving processing and serial number labeling of the steel plate blank.

[0064] Preferably, the color powder mixing and analysis module includes a color feature extraction unit, a color powder parameter matching unit, and a mixing process output unit; the color feature extraction unit extracts the color value features of each area of ​​the contact lens image; the color powder parameter matching unit calculates the color powder mixing ratio through a color restoration algorithm; and the mixing process output unit outputs the mixing process parameters for color powder stirring and temperature control.

[0065] The steel plate laser engraving design and processing module includes a graphic feature extraction unit, an unfolded pattern calculation unit, a data feedback unit, and a laser engraving processing control unit. The graphic feature extraction unit extracts the outline and proportion features of the full-page graphic of the contact lens. The unfolded pattern calculation unit generates the unfolded pattern of the steel plate surface through a curved surface planarization unfolding algorithm. The data feedback unit feeds back the standardized pattern data to the laser engraving equipment. The laser engraving processing control unit completes the positioning of the steel plate blank, positional confirmation, laser engraving processing, and serial number labeling control.

[0066] Obtained colored contact lenses such as Figure 3 As shown.

[0067] Example 1

[0068] This embodiment is applied to the full-page image and text processing of daily disposable contact lenses. The specific steps are as follows: Obtain the base parameters of the contact lens to be printed and the target image and text material. The base parameters of the contact lens include a diameter of 14.2mm, a curvature of 8.6mm, and a light transmittance of 92%. The target image and text material is a floral pattern. The floral pattern is analyzed in layers using an image processing algorithm. A convolutional neural network is used to perform pixel-level layering of the target image and text material, separating the foreground feature layer, background feature layer, and transition feature layer of the floral pattern, and extracting the outline edge features, petal color features, and texture detail features of the flowers.

[0069] Based on the obtained curvature, diameter, and light transmission parameters of the contact lens substrate, an image-text matching model is constructed. Data on substrate parameters of different specifications of contact lenses with diameters of 13.8mm-14.5mm and curvatures of 8.4mm-8.8mm are collected to establish a training set. Through deep learning training, an image-text matching model that can automatically match the substrate parameters is obtained. The extracted floral pattern image features are input into the matching model for coordinate mapping and scaling to generate a full-page floral pattern image that perfectly matches the contact lens substrate.

[0070] Image rendering algorithms were used to perform color correction and lighting optimization on the initial version of the full-print floral pattern. Based on the light transmittance curve of the contact lens material, the color gradation parameters of each area of ​​the flower were adjusted to ensure that the flower colors are not distorted under oxygen-permeable conditions, thus ensuring that the floral pattern presents a natural and soft visual effect after the contact lenses are worn. Simulation testing algorithms were used to simulate the color rendering state and adhesion stability of the full-print floral pattern under daily natural light, indoor lighting, and strong light conditions. The clarity of the flower outline, color uniformity, and adhesion between the image and the substrate were tested under different environments.

[0071] Based on the test results, the graphic parameters are iteratively adjusted, with a focus on adjusting the parameters of flower outline edge smoothness, petal color saturation, and texture detail clarity. Once the simulation test results reach the preset standard, that is, the graphic color rendering is without deviation and the fit is without wrinkles under different lighting conditions, the final full-page graphic printing data for colored contact lenses is output. This printing data is stored in vector format and can be directly imported into the colored contact lens roller printing equipment to complete mass production.

[0072] Example 2

[0073] This embodiment is applied to the full-page image and text processing of monthly disposable contact lenses made of silicone hydrogel material. The specific steps are as follows: Obtain the base parameters of the contact lens to be printed and the target image and text material. The base parameters of the contact lens include a diameter of 14.5mm, a curvature of 8.7mm, and a material transmittance of 95%. The target image and text material is a geometric stripe image and text. The geometric stripe image and text is analyzed layer by layer using an image processing algorithm. A convolutional neural network is used to perform pixel-level layering of the target image and text material, separating the foreground feature layer, background feature layer, and transition feature layer of the geometric stripes. The outline features, stripe color contrast features, and line thickness details of the geometric stripes are extracted.

[0074] Based on the obtained curvature, diameter, and light transmission parameters of the contact lens substrate, an image-text matching model is constructed. Data on silicone hydrogel material and contact lens substrate parameters of different specifications are collected to establish a training set. Through deep learning training, an image-text matching model that can automatically match the substrate parameters is obtained. The extracted geometric stripe image features are input into the matching model for coordinate mapping and scaling to generate a full-page geometric stripe image initial version that perfectly matches the silicone hydrogel contact lens substrate.

[0075] Image rendering algorithms were used to perform color correction and lighting optimization on the initial version of the full-print geometric stripe pattern. Based on the transmittance curve of the silicone hydrogel material, the color gradation and contrast parameters of each area of ​​the stripe were adjusted to ensure that the geometric stripe is distortion-free and has clear edges under oxygen-permeable conditions, thus ensuring that the stripe presents a regular and uniform visual effect after the contact lens is worn. Simulation testing algorithms were used to simulate the color rendering state and adhesion stability of the full-print geometric stripe under daily natural light environment, indoor lighting environment, and strong light irradiation environment. The regularity of the stripe, color contrast, and adhesion stability between the image and the substrate were tested under different environments.

[0076] Based on the test results, the graphic parameters are iteratively adjusted, with a focus on adjusting the smoothness of the geometric stripe outline, color saturation, line thickness, and contrast parameters. Once the simulation test results reach the preset standard, i.e., the graphic color rendering is without deviation, the stripes are regular, and the fit is wrinkle-free under different lighting conditions, the final full-page graphic printing data for colored contact lenses is output. This printing data is stored in vector format and can be directly imported into the colored contact lens offset printing equipment to complete mass production.

Claims

1. A method for processing full-page images and text on colored contact lenses, characterized in that, Includes the following steps: S1. Obtain the base parameters of the colored contact lens to be printed and the target image and text material. Use image processing algorithms to perform layered analysis on the target image and text material and extract the outline features, color features and detail features of the image and text. S2. Based on the curvature parameters, diameter parameters, and material light transmission parameters of the colored contact lens substrate, construct an image and text adaptation model. Input the extracted image and text features into the adaptation model for coordinate mapping and scaling to generate a full-page image and text initial version that perfectly matches the colored contact lens substrate. S3. Use image rendering algorithms to perform color correction and light and shadow optimization on the full-page graphic and text initial version, so that the graphic and text present a clear and uniform visual effect when wearing colored contact lenses. S4. Simulate the color rendering state and bonding stability of full-page graphics and text under different lighting conditions through simulation testing algorithms, and iteratively adjust the graphics and text parameters based on the test results; S5. After the simulation test results reach the preset standard, output the final full-page graphic printing data for colored contact lenses; S6. Based on the colored contact lens solution corresponding to the output full-page graphic printing data, analyze the colors in the solution, combine the raw material pigment parameters, and output the pigment mixing ratio and the corresponding pigment formulation process. S7. Analyze the full-print image on the contact lens, and calculate the unfolded pattern of the image on the steel plate surface by combining the lens swelling rate, lens base curve, and glue tip curvature parameters. Feed the unfolded pattern data back to the laser engraving equipment. Position the steel plate blank processed according to the engineering drawings on the laser engraving equipment, determine the position of the image, and then perform laser engraving. After the laser engraving is completed, mark the serial number on the steel plate to obtain a pad printing special steel plate that matches the full-print image of the contact lens.

2. The method for processing full-page images and text on colored contact lenses as described in claim 1, characterized in that, In step S1, the method of performing layered analysis of the target graphic material using image processing algorithms is as follows: a convolutional neural network is used to perform pixel-level layering of the target graphic material, separating the foreground feature layer, background feature layer and transition feature layer of the graphic material.

3. The method for processing full-page images and text on colored contact lenses as described in claim 1, characterized in that, In step S2, the method for constructing the image-text adaptation model is as follows: collect parameter data of different specifications of colored contact lens bases to establish a training set, and obtain an image-text adaptation model that can automatically match the base parameters through deep learning training.

4. The method for processing full-page images and text on colored contact lenses as described in claim 1, characterized in that, In step S3, the method of color correction for the full-page graphic initial version using image rendering algorithm is as follows: based on the light transmittance curve of the colored contact lens material, adjust the color level parameters of each area of ​​the graphic to ensure that the graphic color is not distorted under oxygen-permeable conditions.

5. The method for processing full-page images and text on colored contact lenses as described in claim 1, characterized in that, In step S4, the simulation test algorithm simulates different lighting environments, including everyday natural light environment, indoor lighting environment and strong light environment; the image and text parameters include the outline edge smoothness parameter, color saturation parameter and detail clarity parameter of the image and text.

6. The method for processing full-page images and text on colored contact lenses as described in claim 1, characterized in that, In step S5, the final full-page graphic printing data for colored contact lenses is stored in vector format, which supports parameter calls from printing equipment of different precision.

7. The method for processing full-page images and text on colored contact lenses as described in claim 1, characterized in that, In step S6, the colors in the scheme are analyzed, and the method of outputting the color powder mixing ratio and corresponding color powder preparation process in combination with the raw material color powder parameters is as follows: extract the color numerical characteristics of each area of ​​the full-page image of the contact lens, combine the basic color rendering parameters, compounding and fusion parameters and color powder color rendering compatibility parameters of the raw material color powder, perform matching calculation through color restoration algorithm, and output the color powder mixing ratio that meets the color restoration requirements of the contact lens image. At the same time, in combination with the preparation requirements of the contact lens pad printing ink, output the preparation process parameters of the color powder stirring process, temperature control process and mixing and fusion process.

8. The method for processing full-page images and text on colored contact lenses as described in claim 1, characterized in that, In step S7, the unfolded pattern of the graphic on the steel plate surface is calculated, and the unfolded pattern data is fed back to the laser engraving equipment. The steel plate blank processed according to the engineering drawings is positioned on the laser engraving equipment. After determining the position of the graphic, laser engraving is performed. After laser engraving is completed, a serial number is marked on the steel plate. The specific method for obtaining a pad printing special steel plate that matches the full-page graphic of the contact lens is as follows: extract the outline size, detail distribution and overall proportion characteristics of the full-page graphic of the contact lens, and import the deformation compensation coefficient of the lens swelling rate, the surface parameters of the lens base curve, and the curvature fitting parameters of the adhesive tip. The system uses a surface planarization unfolding algorithm to convert and calculate the curved surface graphics of the contact lens, compensating for the graphic deformation error during the pad printing process. It generates an unfolded pattern that matches the plane of the steel plate. The coordinates, dimensions, and contour data of the pattern are standardized and fed back to the laser engraving equipment. The steel plate blank is fixed in the processing station of the laser engraving equipment using positioning fixtures. The positioning reference of the blank is calibrated and the graphic position is confirmed. The laser engraving equipment is started to complete the graphic engraving. A unique serial number is engraved in the designated area of ​​the steel plate and associated with and matched with the corresponding full-page graphic scheme of the contact lens, thus obtaining a special steel plate for pad printing.

9. A system for processing full-page images and text on colored contact lenses, using the processing method described in any one of claims 1 to 8, characterized in that, It includes a two-way data interaction image material acquisition module, a feature parsing module, a base parameter matching module, an image and text adaptation generation module, a rendering optimization module, a simulation test adjustment module, a printing data output module, a toner mixing and analysis module, and a steel plate laser engraving design and processing module; The image material acquisition module is used to acquire the base parameters of the colored contact lenses to be printed and the target image and text materials; The feature parsing module is used to perform layered parsing of the target graphic and textual materials and extract features; The base parameter matching module is used to retrieve the base parameter input image and text adaptation model for colored contact lenses; The image and text adaptation generation module is used to generate a full-page initial version of the image and text; The rendering optimization module is used to perform color correction and lighting optimization on the initial version of the graphics and text. The simulation test adjustment module is used to simulate the lighting environment and iteratively adjust the parameters. The printing data output module is used to output the final full-page graphic printing data for colored contact lenses; The color powder mixing and analysis module is used to analyze the color of the colored contact lens images, calculate the color powder mixing ratio based on the color powder parameters, and output the mixing process. The steel plate laser engraving design and processing module is used to calculate the unfolded pattern of the steel plate, feed back the data to the laser engraving equipment, and complete the laser engraving processing and serial number labeling of the steel plate blank.

10. The processing system for full-page images and text on colored contact lenses as described in claim 9, characterized in that, The color powder mixing and analysis module includes a color feature extraction unit, a color powder parameter matching unit, and a mixing process output unit. The color feature extraction unit extracts the color numerical features of each region in the colored contact lens image; The color powder parameter matching unit calculates the color powder mixing ratio through a color reproduction algorithm; the mixing process output unit outputs the mixing and temperature control parameters for the color powder. The steel plate laser engraving design and processing module includes a graphic feature extraction unit, an unfolded pattern calculation unit, a data feedback unit, and a laser engraving processing control unit; the graphic feature extraction unit extracts the outline and proportion features of the full-page graphic on the contact lens. The unfolded pattern calculation unit generates the unfolded pattern of the steel plate surface through the curved surface planarization unfolding algorithm; the data feedback unit feeds back the standardized pattern data to the laser engraving equipment; the laser engraving processing control unit completes the control of steel plate blank positioning, position accuracy confirmation, laser engraving processing and serial number labeling.