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CN110321662A - A kind of multipurpose Visual Communication Design information processing system and method - Google Patents

A kind of multipurpose Visual Communication Design information processing system and method Download PDF

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CN110321662A
CN110321662A CN201910651156.9A CN201910651156A CN110321662A CN 110321662 A CN110321662 A CN 110321662A CN 201910651156 A CN201910651156 A CN 201910651156A CN 110321662 A CN110321662 A CN 110321662A
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祖露嘉
赵亮
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Changchun Institute Technology
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Abstract

本发明属于视觉信息处理技术领域,公开了一种多用途视觉传达设计信息处理系统及方法,视觉设计素材导入模块、参数配置模块、主控模块、绘制模块、编辑模块、色彩矫正模块、设计评估模块、打印模块、投影模块。本发明通过色彩矫正模块对原始内容进行相应的色彩矫正并显示,从而提高用户的视觉舒适度,提升用户观看体验;同时,通过设计评估模块可以从各个第一期望特征词中,确定第一预设数量个第一期望特征词,作为评估目标视觉设计界面的目标特征词,能够减少用于评估视觉设计界面的特征词的数量,并且第一期望特征词可以根据目标用户的判断时长确定,实现了评估结果的量化,提高了视觉设计界面评估结果的可靠性。

The invention belongs to the technical field of visual information processing, and discloses a multipurpose visual communication design information processing system and method, including a visual design material import module, a parameter configuration module, a main control module, a drawing module, an editing module, a color correction module, and a design evaluation module, print module, projection module. The present invention performs corresponding color correction and display on the original content through the color correction module, thereby improving the user's visual comfort and improving the user's viewing experience; at the same time, the design evaluation module can determine the first expected feature words from each first expected feature word. Set a number of first expected feature words as the target feature words for evaluating the target visual design interface, which can reduce the number of feature words used for evaluating the visual design interface, and the first expected feature words can be determined according to the target user's judgment time, and realize It improves the quantification of the evaluation results and improves the reliability of the evaluation results of the visual design interface.

Description

一种多用途视觉传达设计信息处理系统及方法A multi-purpose visual communication design information processing system and method

技术领域technical field

本发明属于视觉信息处理技术领域,尤其涉及一种多用途视觉传达设计信息处理系统及方法。The invention belongs to the technical field of visual information processing, and in particular relates to a multipurpose visual communication design information processing system and method.

背景技术Background technique

目前,最接近的现有技术:艺术设计(视觉传达)(Visual Communication Design)是为传播特定事物通过可视形式的主动行为。大部分或者部分依赖视觉,并且以标识、排版、绘画、平面设计、插画、色彩及电子设备等二度空间的影像表现。视觉传达设计的过程中发现了一个现象:传播、教育、说服观众的影像伴随以文字会具有更大的影响。所具有的含义是:以某种目的为先导的,通过可视的艺术形式传达一些特定的信息到被传达对象,并且对被传达对象产生影响的过程。At present, the closest existing technology: art design (visual communication) (Visual Communication Design) is an active behavior for disseminating specific things through visual forms. Most or part of it relies on vision, and is represented by images in two-dimensional spaces such as logos, typography, paintings, graphic design, illustrations, colors, and electronic devices. In the process of visual communication design, a phenomenon has been discovered: images that communicate, educate, and persuade audiences will have greater impact when accompanied by text. The meaning it has is: guided by a certain purpose, conveying some specific information to the conveyed object through visual art forms, and the process of affecting the conveyed object.

所谓“视觉符号”,顾名思义就是指人类的视觉器官――眼睛所能看到的能表现事物一定性质的符号,如摄影、电视、电影、造型艺术、建筑物、各类设计产品、城市建筑以及各种科学、文字,也包括舞台设计、音乐、纹章学、古钱币等都是用眼睛能看到的,它们都属于视觉符号。 所谓“传达”,是指信息发送者利用符号向接受者传递信息的过程,它可以是个体内的传达,也可能是个体之间的传达,如所有的生物之间、人与自然、人与环境以及人体内的信息传达等。它包括谁、把什么、向谁传达、效果、影响如何这四个程序。The so-called "visual symbols", as the name implies, refers to the human visual organs - symbols that can express certain properties of things that can be seen by the eyes, such as photography, television, film, plastic arts, buildings, various design products, urban architecture and All kinds of science and writing, including stage design, music, heraldry, ancient coins, etc., can be seen with the eyes, and they all belong to visual symbols. The so-called "communication" refers to the process in which the information sender uses symbols to transmit information to the receiver. It can be the communication within an individual or between individuals, such as between all living things, between humans and nature, and between humans and the environment. and the transmission of information in the human body. It includes four procedures: who, what, to whom, effect, and influence.

然而,现有多用途视觉传达设计信息处理系统设计内容色彩体验差;同时,对于同一视觉设计界面,不同用户产生的感受可能截然不同,故用于评估视觉设计界面的目标特征词可能过多,并且由于评估结果无法量化,无法从得到目标特征词中选出有效的目标特征词,来评估视觉设计界面,导致视觉设计界面评估结果的可靠性低。However, the existing multi-purpose visual communication design information processing system has poor design content color experience; at the same time, for the same visual design interface, different users may have completely different feelings, so there may be too many target feature words used to evaluate the visual design interface. And because the evaluation results cannot be quantified, effective target feature words cannot be selected from the obtained target feature words to evaluate the visual design interface, resulting in low reliability of the visual design interface evaluation results.

综上所述,现有技术存在的问题是:In summary, the problems in the prior art are:

(1)现有多用途视觉传达设计信息处理系统设计内容色彩体验差。(1) The existing multi-purpose visual communication design information processing system has poor color experience in design content.

(2)对于同一视觉设计界面,不同用户产生的感受可能截然不同,故用于评估视觉设计界面的目标特征词可能过多,并且由于评估结果无法量化,无法从得到目标特征词中选出有效的目标特征词,来评估视觉设计界面,导致视觉设计界面评估结果的可靠性低。(2) For the same visual design interface, different users may have completely different feelings, so there may be too many target feature words used to evaluate the visual design interface, and because the evaluation results cannot be quantified, it is impossible to select effective target feature words from the obtained target feature words. The target feature words are used to evaluate the visual design interface, resulting in low reliability of the evaluation results of the visual design interface.

发明内容Contents of the invention

针对现有技术存在的问题,本发明提供了一种多用途视觉传达设计信息处理系统及方法。Aiming at the problems existing in the prior art, the present invention provides a multi-purpose visual communication design information processing system and method.

本发明是这样实现的,一种多用途视觉传达设计信息处理方法,所述多用途视觉传达设计信息处理方法包括:The present invention is achieved in this way, a multi-purpose visual communication design information processing method, the multi-purpose visual communication design information processing method includes:

第一步,将素材导入视觉传达设计系统,在设计系统中设置相应的视觉传达参数;The first step is to import the material into the visual communication design system, and set the corresponding visual communication parameters in the design system;

第二步,根据导入的素材绘制视觉传达设计内容,对内部进行编辑文字、图形排版和着色;The second step is to draw the visual communication design content according to the imported materials, and edit the text, typesetting and coloring the interior;

第三步,对处理完成的视觉传达内容对内容的颜色进行矫正,利用评估参数和评估程序对设计内容界面进行评估;The third step is to correct the color of the processed visual communication content, and use the evaluation parameters and evaluation procedures to evaluate the design content interface;

第四步,评估结果合格后,利用打印机将视觉传达设计内容进行打印;同时利用投影仪将视觉传达设计内容进行投影展示。The fourth step, after the evaluation results are qualified, use the printer to print the visual communication design content; at the same time, use the projector to project and display the visual communication design content.

进一步,所述对处理完成的视觉传达内容对内容的颜色进行矫正方法如下:Further, the method for correcting the color of the processed visual communication content is as follows:

(1)通过矫正程序获取与观看者对应的色彩矫正模式;(1) Obtain the color correction mode corresponding to the viewer through the correction program;

(2)确定色彩矫正算法和对应的矫正参数值;(2) Determine the color correction algorithm and the corresponding correction parameter values;

(3)应用所述矫正算法和所述矫正参数值对原始内容进行色彩矫正并显示。(3) Applying the correction algorithm and the correction parameter value to perform color correction on the original content and display it.

进一步,所述获取与观看者对应的色彩矫正模式,包括:Further, the acquisition of the color correction mode corresponding to the viewer includes:

显示包括多种色觉障碍症状的色彩矫正设置界面;Displays the color correction settings interface including various symptoms of color vision disorders;

根据所述观看者通过所述色彩矫正设置界面选择的色觉障碍症状获取对应的色彩矫正模式;Obtain the corresponding color correction mode according to the symptoms of color vision disorder selected by the viewer through the color correction setting interface;

获取与观看者对应的色彩矫正模式,包括:Get the color correction mode corresponding to the viewer, including:

向所述观看者提供色觉测试图像;providing a color vision test image to the viewer;

根据所述观看者对所述色觉测试图像的测试结果获取对应的色彩矫正模式;Acquiring a corresponding color correction mode according to the test result of the viewer on the color vision test image;

确定色彩矫正算法和对应的矫正参数值,包括:Determine the color correction algorithm and the corresponding correction parameter values, including:

查询预先设置的矫正信息,获取与所述色彩矫正模式对应的色彩矫正算法,以及与所述色彩矫正算法对应的矫正参数值;Query preset correction information, obtain a color correction algorithm corresponding to the color correction mode, and a correction parameter value corresponding to the color correction algorithm;

确定色彩矫正算法和对应的矫正参数值,包括:Determine the color correction algorithm and the corresponding correction parameter values, including:

获取所述观看者发送的自定义矫正指令,显示色彩矫正设置界面;Obtain the custom correction instruction sent by the viewer, and display the color correction setting interface;

根据所述观看者通过所述色彩矫正设置界面输入的信息,确定色彩矫正算法以及对应的矫正参数值;Determine a color correction algorithm and corresponding correction parameter values according to the information input by the viewer through the color correction setting interface;

所述应用所述矫正算法和所述矫正参数值对原始内容进行色彩矫正并显示之后,还包括:After applying the correction algorithm and the correction parameter value to perform color correction and display on the original content, it also includes:

获取所述观看者发送的色彩调整指令,显示色彩矫正设置界面;Acquire the color adjustment instruction sent by the viewer, and display the color correction setting interface;

根据所述观看者通过所述色彩矫正设置界面输入的信息获取新色彩矫正算法,和/或,新矫正参数值;Acquiring a new color correction algorithm and/or new correction parameter values according to the information input by the viewer through the color correction setting interface;

根据所述新色彩矫正算法,和/或,所述新矫正参数值对后续播放的原始内容进行色彩矫正并显示。According to the new color correction algorithm, and/or, the new correction parameter value is used to correct and display the color of the subsequently played original content.

进一步,所述利用评估参数和评估程序对设计内容界面进行评估方法如下:Further, the method for evaluating the design content interface by using evaluation parameters and evaluation programs is as follows:

1)通过评估程序获得各个期望特征词,其中,所述各个期望特征词用于反映期望用户针对目标视觉设计界面的期望视觉效果;1) Obtain each expected feature word through an evaluation program, wherein each expected feature word is used to reflect the expected visual effect of the expected user for the target visual design interface;

2)显示所述目标视觉设计界面,当达到预设显示时长时,取消显示所述目标视觉设计界面,并显示所述各个期望特征词;2) displaying the target visual design interface, and canceling the display of the target visual design interface when the preset display duration is reached, and displaying the desired feature words;

3)针对每一目标用户,记录该目标用户的反应数据,其中,该目标用户的反应数据包括:该目标用户对于所述各个期望特征词的判断结果和判断时长;基于所记录的反应数据,确定各个第一期望特征词,并从所述各个第一期望特征词中,确定第一预设数量个第一期望特征词,作为评估所述目标视觉设计界面的目标特征词,其中,所述各个第一期望特征词为:所述判断时长在预设时长范围内的各个期望特征词。3) For each target user, record the target user's reaction data, wherein the target user's reaction data includes: the target user's judgment result and judgment time for each desired feature word; based on the recorded reaction data, Determining each first expected feature word, and determining a first preset number of first expected feature words from each first expected feature word as a target feature word for evaluating the target visual design interface, wherein the Each first expected characteristic word is: each expected characteristic word whose judgment duration is within a preset duration range.

进一步,所述获得各个期望特征词,包括:Further, the obtaining each desired feature word includes:

获得每一期望用户通过人机交互界面输入的各个期望特征词;或,Obtain each expected feature word input by each expected user through the human-computer interaction interface; or,

获得每一期望用户通过通讯设备发送的各个期望特征词。;Each expected feature word sent by each expected user through the communication device is obtained. ;

显示所述各个期望特征词,包括:Display each expected feature word, including:

从所有期望特征词中选取第二预设数量个期望特征词,设置所选取的期望特征词的显示次数为第一预设次数,设置未被选取的期望特征词的显示次数为第二预设次数;Select the second preset number of expected feature words from all expected feature words, set the display times of the selected expected feature words as the first preset number of times, and set the display times of the unselected expected feature words as the second preset number of times frequency;

按照所设置的各期望特征词的显示次数,随机显示所述各个期望特征词;According to the set display times of each expected feature word, randomly display each expected feature word;

记录每一目标用户的反应数据之后,所述方法还包括:After recording the reaction data of each target user, the method further includes:

对于每一目标用户,如果该目标用户针对同一期望特征词的各个判断结果不相同,则将该目标用户确定为无效用户,并从所记录的所有反应数据中,剔除该无效用户的所有反应数据;For each target user, if the target user has different judgment results for the same desired feature word, then determine the target user as an invalid user, and remove all response data of the invalid user from all recorded response data ;

在记录每一目标用户的反应数据之后,所述方法还包括:After recording the reaction data of each target user, the method further includes:

对于每一目标用户,计算该目标用户针对同一期望特征词的各个判断结果不相同的次数;如果所述不相同的次数大于预设的第一阈值,则将该目标用户确定为无效用户,并从所记录的所有反应数据中,剔除该无效用户的所有反应数据。For each target user, calculate the number of different judgment results of the target user for the same desired feature word; if the different number of times is greater than the preset first threshold, then determine the target user as an invalid user, and From all the recorded reaction data, remove all the reaction data of the invalid user.

本发明的另一目的在于提供一种执行所述多用途视觉传达设计信息处理方法的多用途视觉传达设计信息处理系统,所述多用途视觉传达设计信息处理系统包括:Another object of the present invention is to provide a multi-purpose visual communication design information processing system for executing the multi-purpose visual communication design information processing method, the multi-purpose visual communication design information processing system comprising:

视觉设计素材导入模块,与主控模块连接,用于通过导入程序导入视觉传达设计素材;The visual design material import module is connected with the main control module and is used to import visual communication design material through the import program;

参数配置模块,与主控模块连接,用于通过配置程序配置途视觉传达设计参数;The parameter configuration module is connected with the main control module, and is used to configure and visually communicate the design parameters through the configuration program;

主控模块,与视觉设计素材导入模块、参数配置模块、绘制模块、编辑模块、色彩矫正模块、设计评估模块、打印模块、投影模块连接,用于通过中央处理器控制各个模块正常工作;The main control module is connected with the visual design material import module, parameter configuration module, drawing module, editing module, color correction module, design evaluation module, printing module and projection module, and is used to control the normal operation of each module through the central processing unit;

绘制模块,与主控模块连接,用于通过绘制程序根据导入素材绘制视觉传达设计内容;The drawing module is connected with the main control module, and is used to draw the visual communication design content according to the imported materials through the drawing program;

编辑模块,与主控模块连接,用于通过编辑程序对视觉传达设计内容编辑文字、图形排版、着色;The editing module is connected with the main control module, and is used for editing text, graphic typesetting and coloring of the visual communication design content through the editing program;

色彩矫正模块,与主控模块连接,用于通过矫正程序对视觉传达设计内容颜色进行矫正;The color correction module is connected with the main control module, and is used to correct the color of the visual communication design content through the correction program;

设计评估模块,与主控模块连接,用于通过评估程序对视觉传达设计内容界面进行评估;The design evaluation module is connected with the main control module, and is used to evaluate the visual communication design content interface through the evaluation program;

打印模块,与主控模块连接,用于通过打印机将视觉传达设计内容进行打印;The printing module is connected with the main control module, and is used to print the visual communication design content through the printer;

投影模块,与主控模块连接,用于通过投影仪将视觉传达设计内容进行投影展示。The projection module is connected with the main control module, and is used for projecting and displaying the visual communication design content through a projector.

进一步,通过导入程序导入视觉传达设计素材的视觉设计素材导入模块中包括:Further, the visual design material import module for importing visual communication design material through the import program includes:

数据源,需要进行导入的视觉传达设计素材建立数据中心;Data source, the visual communication design material that needs to be imported to establish a data center;

数据组织模块,作为数据源和数据库的桥梁,对原始数据中心进行连接,对需要导入的数据进行传输和转换;The data organization module, as a bridge between the data source and the database, connects the original data center, and transmits and converts the data that needs to be imported;

用户界面,为视觉传达设计系统中的主界面模块,即系统指导用户进行传输数据的开始界面;User interface, the main interface module in the visual communication design system, that is, the starting interface for the system to guide users to transfer data;

用户,视觉传达设计者,是视觉设计系统中的决策人;Users, visual communication designers, are the decision makers in the visual design system;

数据库,数据组织模块对数据源进行转换,并传输到数据模块中,建立数据库;Database, the data organization module converts the data source and transmits it to the data module to establish a database;

所述用于通过中央处理器控制各个模块正常工作的主控模块在数据输出的过程中需要对数据进行挖掘,主控模块建立的数据挖掘模块包括:The main control module that is used to control the normal work of each module through the central processing unit needs to mine data in the process of data output, and the data mining module established by the main control module includes:

用户界面,视觉传达设计者调出数据的操作界面;User interface, the operation interface for visual communication designers to call out data;

数据预处理模块,根据数据项目的需要和原始数据的特点,在数据清理、数据集成、数据变换和数据归约等方法中选择单独使用或者综合使用,以提高数据挖掘模式的质量,降低实际挖掘所需要的时间;The data preprocessing module, according to the needs of the data project and the characteristics of the original data, chooses to use it alone or comprehensively in the methods of data cleaning, data integration, data transformation and data reduction, so as to improve the quality of the data mining model and reduce the actual mining time. the time required;

数据后处理模块,把经过预处理的数据进行还原,将后处理完成的数据呈现在用户界面上;The data post-processing module restores the pre-processed data and presents the post-processed data on the user interface;

所述数据预处理模块中数据清理方法主要处理缺失数据、噪声数据、识别和删除孤立点;The data cleaning method in the data preprocessing module mainly deals with missing data, noise data, identifying and deleting isolated points;

对于缺失数据处理,用回归和贝叶斯形式化方法工具或判定树归纳等确定缺失值。For missing data handling, missing values are identified using tools such as regression and Bayesian formal methods or decision tree induction.

进一步,所述编辑模块中对图像进行着色的系统包括:Further, the system for coloring the image in the editing module includes:

图形导出模块,将绘制完成的影像导入到图像着色窗口中,并对影像进行分割成图像;Graphics export module, which imports the drawn image into the image coloring window, and divides the image into images;

图像预处理模块,对分割的图像进行去噪,并调节图像分辨率;The image preprocessing module denoises the segmented image and adjusts the image resolution;

图像着色模块,对基于残差神经网络图像和基于对抗生成网络的图像进行着色处理。The image coloring module performs coloring processing on images based on residual neural networks and images based on adversarial generation networks.

本发明的另一目的在于提供一种应用所述多用途视觉传达设计信息处理方法的信息数据处理终端。Another object of the present invention is to provide an information data processing terminal applying the multipurpose visual communication design information processing method.

本发明的优点及积极效果为:本发明通过色彩矫正模块获取与观看者对应的色彩矫正模式,并确定色彩矫正算法和对应的矫正参数值,最后应用矫正算法和矫正参数值对原始内容进行色彩矫正并显示;对原始内容进行相应的色彩矫正并显示,从而提高用户的视觉舒适度,提升用户观看体验。The advantages and positive effects of the present invention are: the present invention obtains the color correction mode corresponding to the viewer through the color correction module, determines the color correction algorithm and the corresponding correction parameter value, and finally uses the correction algorithm and correction parameter value to perform color correction on the original content. Correct and display: Correct and display the corresponding color of the original content, so as to improve the user's visual comfort and enhance the user's viewing experience.

本发明通过设计评估模块可以从各个第一期望特征词中,确定第一预设数量个第一期望特征词,作为评估目标视觉设计界面的目标特征词,能够减少用于评估视觉设计界面的特征词的数量,并且第一期望特征词可以根据目标用户的判断时长确定,实现了评估结果的量化,提高了视觉设计界面评估结果的可靠性。The present invention can determine a first preset number of first expected feature words from each first expected feature word through the design evaluation module, as the target feature words for evaluating the target visual design interface, which can reduce the features used for evaluating the visual design interface The number of words, and the first expected feature word can be determined according to the judgment time of the target user, which realizes the quantification of the evaluation result and improves the reliability of the evaluation result of the visual design interface.

本发明对图像进行着色的编辑模块内部的系统设置有将绘制完成的影像导入到图像着色窗口中,并对影像进行分割成图像的图形导出模块;对分割的图像进行去噪,并调节图像分辨率的图像预处理模块;对基于残差神经网络图像和基于对抗生成网络的图像进行着色处理的图像着色模块;通过编辑模块设置的图形导出模块、图像预处理模块和图像着色模块,可以提高图片着色的质量。The system inside the editing module for image coloring in the present invention is provided with a graphics export module that imports the image that has been drawn into the image coloring window, and divides the image into images; denoises the segmented image, and adjusts the image resolution The image preprocessing module with high efficiency; the image coloring module for coloring the image based on the residual neural network and the image based on the confrontation generation network; the graphics export module, the image preprocessing module and the image coloring module set by the editing module can improve the image quality. The quality of the coloring.

本发明中数据预处理模块中数据清理方法主要处理缺失数据、噪声数据、识别和删除孤立点。处理缺失数据技术依靠原始的数据信息推测缺失值,使缺失值有更大的机会保持与其他属性之间的联系。同时对于噪声数据处理方法利用应用数据平滑技术进行处理,具体包括分箱技术、回归方法和计算机检查方法和聚类技术,能够提供可靠的数据,剔除噪声数据。The data cleaning method in the data preprocessing module of the present invention mainly processes missing data, noise data, and identifies and deletes isolated points. Techniques for dealing with missing data rely on raw data information to infer missing values, giving missing values a greater chance of maintaining relationships with other attributes. At the same time, the noise data processing method is processed by applying data smoothing technology, including binning technology, regression method, computer inspection method and clustering technology, which can provide reliable data and eliminate noise data.

附图说明Description of drawings

图1是本发明实施例提供的多用途视觉传达设计信息处理系统结构示意图;Fig. 1 is a schematic structural diagram of a multi-purpose visual communication design information processing system provided by an embodiment of the present invention;

图2是本发明实施例提供的多用途视觉传达设计信息处理方法流程图;Fig. 2 is a flowchart of a multipurpose visual communication design information processing method provided by an embodiment of the present invention;

图中:1、视觉设计素材导入模块;2、参数配置模块;3、主控模块;4、绘制模块;5、编辑模块;6、色彩矫正模块;7、设计评估模块;8、打印模块;9、投影模块。In the figure: 1. Visual design material import module; 2. Parameter configuration module; 3. Main control module; 4. Drawing module; 5. Editing module; 6. Color correction module; 7. Design evaluation module; 8. Printing module; 9. Projection module.

具体实施方式Detailed ways

为能进一步了解本发明的发明内容、特点及功效,兹例举以下实施例,并配合附图详细说明如下。In order to further understand the content, features and effects of the present invention, the following examples are given, and detailed descriptions are given below with reference to the accompanying drawings.

针对现有技术存在的问题,本发明提供了一种多用途视觉传达设计信息处理系统及方法,下面结合附图对本发明作详细的描述。Aiming at the problems existing in the prior art, the present invention provides a multi-purpose visual communication design information processing system and method. The present invention will be described in detail below in conjunction with the accompanying drawings.

如图1所示,本发明实施例提供的多用途视觉传达设计信息处理系统包括:视觉设计素材导入模块1、参数配置模块2、主控模块3、绘制模块4、编辑模块5、色彩矫正模块6、设计评估模块7、打印模块8、投影模块9。As shown in Figure 1, the multi-purpose visual communication design information processing system provided by the embodiment of the present invention includes: a visual design material import module 1, a parameter configuration module 2, a main control module 3, a drawing module 4, an editing module 5, and a color correction module 6. Design evaluation module 7, printing module 8, projection module 9.

视觉设计素材导入模块1,与主控模块3连接,用于通过导入程序导入视觉传达设计素材。The visual design material import module 1 is connected with the main control module 3 and is used to import visual communication design material through an import program.

参数配置模块2,与主控模块3连接,用于通过配置程序配置途视觉传达设计参数。The parameter configuration module 2 is connected with the main control module 3 and is used to configure the visual communication design parameters through the configuration program.

主控模块3,与视觉设计素材导入模块1、参数配置模块2、绘制模块4、编辑模块5、色彩矫正模块6、设计评估模块7、打印模块8、投影模块9连接,用于通过中央处理器控制各个模块正常工作。The main control module 3 is connected with the visual design material import module 1, the parameter configuration module 2, the drawing module 4, the editing module 5, the color correction module 6, the design evaluation module 7, the printing module 8, and the projection module 9, and is used for central processing The controller controls each module to work normally.

绘制模块4,与主控模块3连接,用于通过绘制程序根据导入素材绘制视觉传达设计内容。The drawing module 4 is connected with the main control module 3, and is used to draw the visual communication design content according to the imported materials through the drawing program.

编辑模块5,与主控模块3连接,用于通过编辑程序对视觉传达设计内容编辑文字、图形排版、着色。The editing module 5 is connected with the main control module 3, and is used for editing text, graphic typesetting and coloring of the visual communication design content through the editing program.

色彩矫正模块6,与主控模块3连接,用于通过矫正程序对视觉传达设计内容颜色进行矫正。The color correction module 6 is connected with the main control module 3, and is used to correct the color of the visual communication design content through a correction program.

设计评估模块7,与主控模块3连接,用于通过评估程序对视觉传达设计内容界面进行评估。The design evaluation module 7 is connected with the main control module 3 and is used to evaluate the visual communication design content interface through the evaluation program.

打印模块8,与主控模块3连接,用于通过打印机将视觉传达设计内容进行打印。The printing module 8 is connected with the main control module 3, and is used to print the visual communication design content through a printer.

投影模块9,与主控模块3连接,用于通过投影仪将视觉传达设计内容进行投影展示。The projection module 9 is connected with the main control module 3, and is used for projecting and displaying the visual communication design content through a projector.

所述通过中央处理器控制各个模块正常工作的主控模块包括:The main control module that controls the normal work of each module through the central processing unit includes:

所述通过导入程序导入视觉传达设计素材的视觉设计素材导入模块1中包括:The visual design material import module 1 for importing visual communication design material through the import program includes:

数据源,需要进行导入的视觉传达设计素材建立数据中心。Data source, the visual communication design material that needs to be imported to establish a data center.

数据组织模块,作为数据源和数据库的桥梁,对原始数据中心进行连接,对需要导入的数据进行传输和转换。The data organization module, as a bridge between the data source and the database, connects the original data center, and transmits and converts the data that needs to be imported.

用户界面,为视觉传达设计系统中的主界面模块,即系统指导用户进行传输数据的开始界面。The user interface is the main interface module in the visual communication design system, that is, the starting interface for the system to guide users to transfer data.

用户,视觉传达设计者,是视觉设计系统中的决策人。Users, visual communication designers, are the decision makers in the visual design system.

数据库,数据组织模块对数据源进行转换,并传输到数据模块中,建立数据库。The database and the data organization module convert the data source and transmit it to the data module to establish the database.

所述用于通过中央处理器控制各个模块正常工作的主控模块3在数据输出的过程中需要对数据进行挖掘,主控模块3建立的数据挖掘模块包括:The main control module 3 that is used to control the normal work of each module by the central processing unit needs to mine data in the process of data output, and the data mining module established by the main control module 3 includes:

用户界面,视觉传达设计者调出数据的操作界面。User interface, the operation interface for visual communication designers to call up data.

数据预处理模块,根据数据项目的需要和原始数据的特点,在数据清理、数据集成、数据变换和数据归约等方法中选择单独使用或者综合使用,以提高数据挖掘模式的质量,降低实际挖掘所需要的时间。The data preprocessing module, according to the needs of the data project and the characteristics of the original data, chooses to use it alone or comprehensively in the methods of data cleaning, data integration, data transformation and data reduction, so as to improve the quality of the data mining model and reduce the actual mining time. the time required.

数据后处理模块,把经过预处理的数据进行还原,将后处理完成的数据呈现在用户界面上。The data post-processing module restores the pre-processed data and presents the post-processed data on the user interface.

所述数据预处理模块中数据清理方法主要处理缺失数据、噪声数据、识别和删除孤立点。The data cleaning method in the data preprocessing module mainly deals with missing data, noise data, identifying and deleting isolated points.

对于缺失数据处理,用回归和贝叶斯形式化方法工具或判定树归纳等确定缺失值。For missing data handling, missing values are identified using tools such as regression and Bayesian formal methods or decision tree induction.

对于噪声数据处理方法利用应用数据平滑技术进行处理,具体包括分箱技术、回归方法和计算机检查方法和聚类技术。For noise data processing methods, apply data smoothing technology for processing, specifically including binning technology, regression method, computer inspection method and clustering technology.

所述数据预处理模块中将得到的数据集进行归约表示的数据归约方法。A data reduction method for reducing and representing the obtained data set in the data preprocessing module.

维归约技术,通过删除不相关的属性减少数据量。Dimension reduction technology reduces the amount of data by removing irrelevant attributes.

数据压缩技术,应用数据编码或变换,得到原数据的归约或压缩表示。Data compression technology applies data encoding or transformation to obtain a reduced or compressed representation of the original data.

数值归约技术,数值归约通过选择替代的、较小的数据表示形式来减少数据量。Numerical reduction techniques, Numerical reduction reduces the amount of data by choosing an alternative, smaller data representation.

所述编辑模块5中对图像进行着色的系统包括:The system that image is colored in the described editing module 5 comprises:

图形导出模块,将绘制完成的影像导入到图像着色窗口中,并对影像进行分割成图像;Graphics export module, which imports the drawn image into the image coloring window, and divides the image into images;

图像预处理模块,对分割的图像进行去噪,并调节图像分辨率;The image preprocessing module denoises the segmented image and adjusts the image resolution;

图像着色模块,对基于残差神经网络图像和基于对抗生成网络的图像进行着色处理。The image coloring module performs coloring processing on images based on residual neural networks and images based on adversarial generation networks.

如图2所示,本发明实施例提供的多用途视觉传达设计信息处理方法具体包括以下步骤:As shown in Figure 2, the multi-purpose visual communication design information processing method provided by the embodiment of the present invention specifically includes the following steps:

S101:将素材导入视觉传达设计系统,在设计系统中设置相应的视觉传达参数;S101: Import materials into the visual communication design system, and set corresponding visual communication parameters in the design system;

S102:根据导入的素材绘制视觉传达设计内容,对内部进行编辑文字、图形排版和着色;S102: Draw the visual communication design content according to the imported materials, edit the text, typesetting and coloring the interior;

S103:对处理完成的视觉传达内容对内容的颜色进行矫正,利用评估参数和评估程序对设计内容界面进行评估;S103: Correct the color of the processed visual communication content, and use the evaluation parameters and evaluation program to evaluate the design content interface;

S104:评估结果合格后,利用打印机将视觉传达设计内容进行打印;同时利用投影仪将视觉传达设计内容进行投影展示。S104: After the evaluation result is qualified, use the printer to print the visual communication design content; at the same time, use the projector to project and display the visual communication design content.

本发明提供的色彩矫正模块6矫正方法如下:The correction method of the color correction module 6 provided by the present invention is as follows:

(1)通过矫正程序获取与观看者对应的色彩矫正模式;(1) Obtain the color correction mode corresponding to the viewer through the correction program;

(2)确定色彩矫正算法和对应的矫正参数值;(2) Determine the color correction algorithm and the corresponding correction parameter values;

(3)应用所述矫正算法和所述矫正参数值对原始内容进行色彩矫正并显示。(3) Applying the correction algorithm and the correction parameter value to perform color correction on the original content and display it.

本发明提供的获取与观看者对应的色彩矫正模式,包括:The acquisition of the color correction mode corresponding to the viewer provided by the present invention includes:

显示包括多种色觉障碍症状的色彩矫正设置界面;Displays the color correction settings interface including various symptoms of color vision disorders;

根据所述观看者通过所述色彩矫正设置界面选择的色觉障碍症状获取对应的色彩矫正模式。The corresponding color correction mode is acquired according to the color vision disorder symptom selected by the viewer through the color correction setting interface.

本发明提供的获取与观看者对应的色彩矫正模式,包括:The acquisition of the color correction mode corresponding to the viewer provided by the present invention includes:

向所述观看者提供色觉测试图像;providing a color vision test image to the viewer;

根据所述观看者对所述色觉测试图像的测试结果获取对应的色彩矫正模式。A corresponding color correction mode is acquired according to the test result of the color vision test image by the viewer.

本发明提供的确定色彩矫正算法和对应的矫正参数值,包括:The determined color correction algorithm and corresponding correction parameter values provided by the present invention include:

查询预先设置的矫正信息,获取与所述色彩矫正模式对应的色彩矫正算法,以及与所述色彩矫正算法对应的矫正参数值。Query the preset correction information, obtain the color correction algorithm corresponding to the color correction mode, and the correction parameter value corresponding to the color correction algorithm.

本发明提供的确定色彩矫正算法和对应的矫正参数值,包括:The determined color correction algorithm and corresponding correction parameter values provided by the present invention include:

获取所述观看者发送的自定义矫正指令,显示色彩矫正设置界面;Obtain the custom correction instruction sent by the viewer, and display the color correction setting interface;

根据所述观看者通过所述色彩矫正设置界面输入的信息,确定色彩矫正算法以及对应的矫正参数值。A color correction algorithm and corresponding correction parameter values are determined according to information input by the viewer through the color correction setting interface.

本发明提供的在所述应用所述矫正算法和所述矫正参数值对原始内容进行色彩矫正并显示之后,还包括:After the application of the correction algorithm and the correction parameter value to color correct and display the original content provided by the present invention, it further includes:

获取所述观看者发送的色彩调整指令,显示色彩矫正设置界面;Acquire the color adjustment instruction sent by the viewer, and display the color correction setting interface;

根据所述观看者通过所述色彩矫正设置界面输入的信息获取新色彩矫正算法,和/或,新矫正参数值;Acquiring a new color correction algorithm and/or new correction parameter values according to the information input by the viewer through the color correction setting interface;

根据所述新色彩矫正算法,和/或,所述新矫正参数值对后续播放的原始内容进行色彩矫正并显示。According to the new color correction algorithm, and/or, the new correction parameter value is used to correct and display the color of the subsequently played original content.

本发明提供的设计评估模块7评估方法如下:Design evaluation module 7 evaluation methods provided by the present invention are as follows:

1)通过评估程序获得各个期望特征词,其中,所述各个期望特征词用于反映期望用户针对目标视觉设计界面的期望视觉效果;1) Obtain each expected feature word through an evaluation program, wherein each expected feature word is used to reflect the expected visual effect of the expected user for the target visual design interface;

2)显示所述目标视觉设计界面,当达到预设显示时长时,取消显示所述目标视觉设计界面,并显示所述各个期望特征词;2) displaying the target visual design interface, and canceling the display of the target visual design interface when the preset display duration is reached, and displaying the desired feature words;

3)针对每一目标用户,记录该目标用户的反应数据,其中,该目标用户的反应数据包括:该目标用户对于所述各个期望特征词的判断结果和判断时长;基于所记录的反应数据,确定各个第一期望特征词,并从所述各个第一期望特征词中,确定第一预设数量个第一期望特征词,作为评估所述目标视觉设计界面的目标特征词,其中,所述各个第一期望特征词为:所述判断时长在预设时长范围内的各个期望特征词。3) For each target user, record the target user's reaction data, wherein the target user's reaction data includes: the target user's judgment result and judgment time for each desired feature word; based on the recorded reaction data, Determining each first expected feature word, and determining a first preset number of first expected feature words from each first expected feature word as a target feature word for evaluating the target visual design interface, wherein the Each first expected characteristic word is: each expected characteristic word whose judgment duration is within a preset duration range.

本发明提供的获得各个期望特征词,包括:Obtaining each expected feature word provided by the present invention includes:

获得每一期望用户通过人机交互界面输入的各个期望特征词;或,Obtain each expected feature word input by each expected user through the human-computer interaction interface; or,

获得每一期望用户通过通讯设备发送的各个期望特征词。Each expected feature word sent by each expected user through the communication device is obtained.

本发明提供的显示所述各个期望特征词,包括:The display provided by the present invention includes:

从所有期望特征词中选取第二预设数量个期望特征词,设置所选取的期望特征词的显示次数为第一预设次数,设置未被选取的期望特征词的显示次数为第二预设次数;Select the second preset number of expected feature words from all expected feature words, set the display times of the selected expected feature words as the first preset number of times, and set the display times of the unselected expected feature words as the second preset number of times frequency;

按照所设置的各期望特征词的显示次数,随机显示所述各个期望特征词。According to the set display times of each expected feature word, each expected feature word is randomly displayed.

本发明提供的在记录每一目标用户的反应数据之后,所述方法还包括:After recording the reaction data of each target user provided by the present invention, the method further includes:

对于每一目标用户,如果该目标用户针对同一期望特征词的各个判断结果不相同,则将该目标用户确定为无效用户,并从所记录的所有反应数据中,剔除该无效用户的所有反应数据。For each target user, if the target user has different judgment results for the same desired feature word, then determine the target user as an invalid user, and remove all response data of the invalid user from all recorded response data .

本发明提供的在记录每一目标用户的反应数据之后,所述方法还包括:After recording the reaction data of each target user provided by the present invention, the method further includes:

对于每一目标用户,计算该目标用户针对同一期望特征词的各个判断结果不相同的次数;如果所述不相同的次数大于预设的第一阈值,则将该目标用户确定为无效用户,并从所记录的所有反应数据中,剔除该无效用户的所有反应数据。For each target user, calculate the number of different judgment results of the target user for the same desired feature word; if the different number of times is greater than the preset first threshold, then determine the target user as an invalid user, and From all the recorded reaction data, remove all the reaction data of the invalid user.

本发明工作时,首先,通过视觉设计素材导入模块1利用导入程序导入视觉传达设计素材;通过参数配置模块2利用配置程序配置途视觉传达设计参数;其次,主控模块3通过绘制模块4利用绘制程序根据导入素材绘制视觉传达设计内容;通过编辑模块5利用编辑程序对视觉传达设计内容编辑文字、图形排版、着色;通过色彩矫正模块6利用矫正程序对视觉传达设计内容颜色进行矫正;通过设计评估模块7利用评估程序对视觉传达设计内容界面进行评估;然后,通过打印模块8利用打印机将视觉传达设计内容进行打印;最后,通过投影模块9利用投影仪将视觉传达设计内容进行投影展示。During the work of the present invention, at first, import the visual communication design material by using the import program through the visual design material import module 1; utilize the configuration program to configure the visual communication design parameters through the parameter configuration module 2; secondly, the main control module 3 uses the drawing module 4 to draw The program draws the visual communication design content according to the imported materials; uses the editing program to edit the text, graphic typesetting, and coloring of the visual communication design content through the editing module 5; uses the correction program to correct the color of the visual communication design content through the color correction module 6; passes the design evaluation Module 7 uses the evaluation program to evaluate the visual communication design content interface; then, the printing module 8 uses the printer to print the visual communication design content; finally, the projection module 9 uses the projector to project the visual communication design content.

以上所述仅是对本发明的较佳实施例而已,并非对本发明作任何形式上的限制,凡是依据本发明的技术实质对以上实施例所做的任何简单修改,等同变化与修饰,均属于本发明技术方案的范围内。The above descriptions are only preferred embodiments of the present invention, and are not intended to limit the present invention in any form. Any simple modifications made to the above embodiments according to the technical essence of the present invention, equivalent changes and modifications, all belong to this invention. within the scope of the technical solution of the invention.

Claims (9)

1.一种多用途视觉传达设计信息处理方法,其特征在于,所述多用途视觉传达设计信息处理方法包括:1. A multipurpose visual communication design information processing method, characterized in that the multipurpose visual communication design information processing method comprises: 第一步,将素材导入视觉传达设计系统,在设计系统中设置相应的视觉传达参数;The first step is to import the material into the visual communication design system, and set the corresponding visual communication parameters in the design system; 第二步,根据导入的素材绘制视觉传达设计内容,对内部进行编辑文字、图形排版和着色;The second step is to draw the visual communication design content according to the imported materials, and edit the text, typesetting and coloring the interior; 第三步,对处理完成的视觉传达内容对内容的颜色进行矫正,利用评估参数和评估程序对设计内容界面进行评估;The third step is to correct the color of the processed visual communication content, and use the evaluation parameters and evaluation procedures to evaluate the design content interface; 第四步,评估结果合格后,利用打印机将视觉传达设计内容进行打印;同时利用投影仪将视觉传达设计内容进行投影展示。The fourth step, after the evaluation results are qualified, use the printer to print the visual communication design content; at the same time, use the projector to project and display the visual communication design content. 2.如权利要求1所述的多用途视觉传达设计信息处理方法,其特征在于,所述对处理完成的视觉传达内容对内容的颜色进行矫正方法如下:2. The multipurpose visual communication design information processing method as claimed in claim 1, wherein the method for correcting the color of the processed visual communication content is as follows: (1)通过矫正程序获取与观看者对应的色彩矫正模式;(1) Obtain the color correction mode corresponding to the viewer through the correction program; (2)确定色彩矫正算法和对应的矫正参数值;(2) Determine the color correction algorithm and the corresponding correction parameter values; (3)应用所述矫正算法和所述矫正参数值对原始内容进行色彩矫正并显示。(3) Applying the correction algorithm and the correction parameter value to perform color correction on the original content and display it. 3.如权利要求2所述的多用途视觉传达设计信息处理方法,其特征在于,所述获取与观看者对应的色彩矫正模式,包括:3. The multi-purpose visual communication design information processing method according to claim 2, wherein said obtaining the color correction mode corresponding to the viewer comprises: 显示包括多种色觉障碍症状的色彩矫正设置界面;Displays the color correction settings interface including various symptoms of color vision disorders; 根据所述观看者通过所述色彩矫正设置界面选择的色觉障碍症状获取对应的色彩矫正模式;Obtain the corresponding color correction mode according to the symptoms of color vision disorder selected by the viewer through the color correction setting interface; 获取与观看者对应的色彩矫正模式,包括:Get the color correction mode corresponding to the viewer, including: 向所述观看者提供色觉测试图像;providing a color vision test image to the viewer; 根据所述观看者对所述色觉测试图像的测试结果获取对应的色彩矫正模式;Acquiring a corresponding color correction mode according to the test result of the viewer on the color vision test image; 确定色彩矫正算法和对应的矫正参数值,包括:Determine the color correction algorithm and the corresponding correction parameter values, including: 查询预先设置的矫正信息,获取与所述色彩矫正模式对应的色彩矫正算法,以及与所述色彩矫正算法对应的矫正参数值;Query preset correction information, obtain a color correction algorithm corresponding to the color correction mode, and a correction parameter value corresponding to the color correction algorithm; 确定色彩矫正算法和对应的矫正参数值,包括:Determine the color correction algorithm and the corresponding correction parameter values, including: 获取所述观看者发送的自定义矫正指令,显示色彩矫正设置界面;Obtain the custom correction instruction sent by the viewer, and display the color correction setting interface; 根据所述观看者通过所述色彩矫正设置界面输入的信息,确定色彩矫正算法以及对应的矫正参数值;Determine a color correction algorithm and corresponding correction parameter values according to the information input by the viewer through the color correction setting interface; 所述应用所述矫正算法和所述矫正参数值对原始内容进行色彩矫正并显示之后,还包括:After applying the correction algorithm and the correction parameter value to perform color correction and display on the original content, it also includes: 获取所述观看者发送的色彩调整指令,显示色彩矫正设置界面;Acquire the color adjustment instruction sent by the viewer, and display the color correction setting interface; 根据所述观看者通过所述色彩矫正设置界面输入的信息获取新色彩矫正算法,和/或,新矫正参数值;Acquiring a new color correction algorithm and/or new correction parameter values according to the information input by the viewer through the color correction setting interface; 根据所述新色彩矫正算法,和/或,所述新矫正参数值对后续播放的原始内容进行色彩矫正并显示。According to the new color correction algorithm, and/or, the new correction parameter value is used to correct and display the color of the subsequently played original content. 4.如权利要求1所述的多用途视觉传达设计信息处理方法,其特征在于,所述利用评估参数和评估程序对设计内容界面进行评估方法如下:4. The multipurpose visual communication design information processing method as claimed in claim 1, wherein the method for evaluating the design content interface by using evaluation parameters and evaluation programs is as follows: 1)通过评估程序获得各个期望特征词,其中,所述各个期望特征词用于反映期望用户针对目标视觉设计界面的期望视觉效果;1) Obtain each expected feature word through an evaluation program, wherein each expected feature word is used to reflect the expected visual effect of the expected user for the target visual design interface; 2)显示所述目标视觉设计界面,当达到预设显示时长时,取消显示所述目标视觉设计界面,并显示所述各个期望特征词;2) Displaying the target visual design interface, and canceling the display of the target visual design interface when the preset display duration is reached, and displaying the desired feature words; 3)针对每一目标用户,记录该目标用户的反应数据,其中,该目标用户的反应数据包括:该目标用户对于所述各个期望特征词的判断结果和判断时长;基于所记录的反应数据,确定各个第一期望特征词,并从所述各个第一期望特征词中,确定第一预设数量个第一期望特征词,作为评估所述目标视觉设计界面的目标特征词,其中,所述各个第一期望特征词为:所述判断时长在预设时长范围内的各个期望特征词。3) For each target user, record the target user's reaction data, wherein the target user's reaction data includes: the target user's judgment result and judgment time for each desired feature word; based on the recorded reaction data, Determining each first expected feature word, and determining a first preset number of first expected feature words from each first expected feature word as a target feature word for evaluating the target visual design interface, wherein the Each first expected characteristic word is: each expected characteristic word whose judgment duration is within a preset duration range. 5.如权利要求4所述的多用途视觉传达设计信息处理方法,其特征在于,所述获得各个期望特征词,包括:5. the multipurpose visual communication design information processing method as claimed in claim 4, is characterized in that, described obtaining each expected feature word, comprises: 获得每一期望用户通过人机交互界面输入的各个期望特征词;或,Obtain each expected feature word input by each expected user through the human-computer interaction interface; or, 获得每一期望用户通过通讯设备发送的各个期望特征词;Obtain each expected feature word sent by each expected user through the communication device; 显示所述各个期望特征词,包括:Display each expected feature word, including: 从所有期望特征词中选取第二预设数量个期望特征词,设置所选取的期望特征词的显示次数为第一预设次数,设置未被选取的期望特征词的显示次数为第二预设次数;Select the second preset number of expected feature words from all expected feature words, set the display times of the selected expected feature words as the first preset number of times, and set the display times of the unselected expected feature words as the second preset number of times frequency; 按照所设置的各期望特征词的显示次数,随机显示所述各个期望特征词;According to the set display times of each expected feature word, randomly display each expected feature word; 记录每一目标用户的反应数据之后,所述方法还包括:After recording the reaction data of each target user, the method further includes: 对于每一目标用户,如果该目标用户针对同一期望特征词的各个判断结果不相同,则将该目标用户确定为无效用户,并从所记录的所有反应数据中,剔除该无效用户的所有反应数据;For each target user, if the target user has different judgment results for the same desired feature word, then determine the target user as an invalid user, and remove all response data of the invalid user from all recorded response data ; 在记录每一目标用户的反应数据之后,所述方法还包括:After recording the reaction data of each target user, the method further includes: 对于每一目标用户,计算该目标用户针对同一期望特征词的各个判断结果不相同的次数;如果所述不相同的次数大于预设的第一阈值,则将该目标用户确定为无效用户,并从所记录的所有反应数据中,剔除该无效用户的所有反应数据。For each target user, calculate the number of different judgment results of the target user for the same desired feature word; if the different number of times is greater than the preset first threshold, then determine the target user as an invalid user, and From all the recorded reaction data, remove all the reaction data of the invalid user. 6.一种执行权利要求1所述多用途视觉传达设计信息处理方法的多用途视觉传达设计信息处理系统,其特征在于,所述多用途视觉传达设计信息处理系统包括:6. A multi-purpose visual communication design information processing system for executing the multi-purpose visual communication design information processing method of claim 1, wherein the multi-purpose visual communication design information processing system comprises: 视觉设计素材导入模块,与主控模块连接,用于通过导入程序导入视觉传达设计素材;The visual design material import module is connected with the main control module and is used to import visual communication design material through the import program; 参数配置模块,与主控模块连接,用于通过配置程序配置途视觉传达设计参数;The parameter configuration module is connected with the main control module, and is used to configure and visually communicate the design parameters through the configuration program; 主控模块,与视觉设计素材导入模块、参数配置模块、绘制模块、编辑模块、色彩矫正模块、设计评估模块、打印模块、投影模块连接,用于通过中央处理器控制各个模块正常工作;The main control module is connected with the visual design material import module, parameter configuration module, drawing module, editing module, color correction module, design evaluation module, printing module and projection module, and is used to control the normal operation of each module through the central processing unit; 绘制模块,与主控模块连接,用于通过绘制程序根据导入素材绘制视觉传达设计内容;The drawing module is connected with the main control module, and is used to draw the visual communication design content according to the imported materials through the drawing program; 编辑模块,与主控模块连接,用于通过编辑程序对视觉传达设计内容编辑文字、图形排版、着色;The editing module is connected with the main control module, and is used for editing text, graphic typesetting and coloring of the visual communication design content through the editing program; 色彩矫正模块,与主控模块连接,用于通过矫正程序对视觉传达设计内容颜色进行矫正;The color correction module is connected with the main control module, and is used to correct the color of the visual communication design content through the correction program; 设计评估模块,与主控模块连接,用于通过评估程序对视觉传达设计内容界面进行评估;The design evaluation module is connected with the main control module, and is used to evaluate the visual communication design content interface through the evaluation program; 打印模块,与主控模块连接,用于通过打印机将视觉传达设计内容进行打印;The printing module is connected with the main control module, and is used to print the visual communication design content through the printer; 投影模块,与主控模块连接,用于通过投影仪将视觉传达设计内容进行投影展示。The projection module is connected with the main control module, and is used for projecting and displaying the visual communication design content through a projector. 7.如权利要求6所述的多用途视觉传达设计信息处理系统,其特征在于,通过导入程序导入视觉传达设计素材的视觉设计素材导入模块中包括:7. The multipurpose visual communication design information processing system as claimed in claim 6, wherein the visual design material import module for importing visual communication design material through the import program includes: 数据源,需要进行导入的视觉传达设计素材建立数据中心;Data source, the visual communication design material that needs to be imported to establish a data center; 数据组织模块,作为数据源和数据库的桥梁,对原始数据中心进行连接,对需要导入的数据进行传输和转换;The data organization module, as a bridge between the data source and the database, connects the original data center, and transmits and converts the data that needs to be imported; 用户界面,为视觉传达设计系统中的主界面模块,即系统指导用户进行传输数据的开始界面;User interface, the main interface module in the visual communication design system, that is, the starting interface for the system to guide users to transfer data; 用户,视觉传达设计者,是视觉设计系统中的决策人;Users, visual communication designers, are the decision makers in the visual design system; 数据库,数据组织模块对数据源进行转换,并传输到数据模块中,建立数据库;Database, the data organization module converts the data source and transmits it to the data module to establish a database; 所述用于通过中央处理器控制各个模块正常工作的主控模块在数据输出的过程中需要对数据进行挖掘,主控模块建立的数据挖掘模块包括:The main control module that is used to control the normal work of each module through the central processing unit needs to mine data in the process of data output, and the data mining module established by the main control module includes: 用户界面,视觉传达设计者调出数据的操作界面;User interface, the operation interface for visual communication designers to call out data; 数据预处理模块,根据数据项目的需要和原始数据的特点,在数据清理、数据集成、数据变换和数据归约等方法中选择单独使用或者综合使用,以提高数据挖掘模式的质量,降低实际挖掘所需要的时间;The data preprocessing module, according to the needs of the data project and the characteristics of the original data, chooses to use it alone or comprehensively in the methods of data cleaning, data integration, data transformation and data reduction, so as to improve the quality of the data mining model and reduce the actual mining time. the time required; 数据后处理模块,把经过预处理的数据进行还原,将后处理完成的数据呈现在用户界面上;The data post-processing module restores the pre-processed data and presents the post-processed data on the user interface; 所述数据预处理模块中数据清理方法主要处理缺失数据、噪声数据、识别和删除孤立点;The data cleaning method in the data preprocessing module mainly deals with missing data, noise data, identification and deletion of isolated points; 对于缺失数据处理,用回归和贝叶斯形式化方法工具或判定树归纳等确定缺失值。For missing data handling, missing values are identified using tools such as regression and Bayesian formal methods or decision tree induction. 8.如权利要求6所述的多用途视觉传达设计信息处理系统,其特征在于,所述编辑模块中对图像进行着色的系统包括:8. The multipurpose visual communication design information processing system as claimed in claim 6, wherein the system for coloring images in the editing module comprises: 图形导出模块,将绘制完成的影像导入到图像着色窗口中,并对影像进行分割成图像;Graphics export module, which imports the drawn image into the image coloring window, and divides the image into images; 图像预处理模块,对分割的图像进行去噪,并调节图像分辨率;The image preprocessing module denoises the segmented image and adjusts the image resolution; 图像着色模块,对基于残差神经网络图像和基于对抗生成网络的图像进行着色处理。The image coloring module performs coloring processing on images based on residual neural networks and images based on adversarial generation networks. 9.一种应用权利要求1~5任意一项所述多用途视觉传达设计信息处理方法的信息数据处理终端。9. An information data processing terminal applying the multi-purpose visual communication design information processing method according to any one of claims 1 to 5.
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Application publication date: 20191011