Design of Graphic Design Assistant System Based on Artificial Intelligence

被引:1
|
作者
Liu, Yanqi [1 ]
机构
[1] North China Univ Water Resources & Elect Power, Zhengzhou, Peoples R China
关键词
artificial intelligence; convolution-automatic encoder; deep learning; graphic design; IMAGE;
D O I
10.4018/IJITSA.324761
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
With the development of technology, graphic design tools are becoming more and more perfect, which allows graphic designers to realize their dream designs, achieve more special effects, and thus expand their conceptual choices. The application of various new technologies in graphic design can promote the development of the graphic design industry. The emergence of artificial intelligence (AI) has broken through the layout design in traditional graphic design. In this article, the author proposes the creation of a graphic design assistant system based on AI drawing on the deep learning (DL) theory. According to the DL theory, the image is segmented by the class variance. The voxelized image matrix of a two-dimensional (2D) model is input into a convolution-automatic encoder (CAE) as input data. The input data first pass through the convolution layer of the CAE, which mainly completes the mapping of features. The research results show that the average aesthetic evaluation of the system design works in this study is higher than that of CAD software and PS software, and the total average score is as high as 8.788, which shows that the design works in this study are more in line with the requirements of professional understanding.
引用
收藏
页数:13
相关论文
共 50 条
  • [31] The significance of artificial intelligence in drug delivery system design
    Hassanzadeh, Parichehr
    Atyabi, Fatemeh
    Dinarvand, Rassoul
    ADVANCED DRUG DELIVERY REVIEWS, 2019, 151 : 169 - 190
  • [32] Design of track and field sports match schedule system based on artificial intelligence
    Wang Hongyu
    AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (01): : 2443 - 2447
  • [33] Design and Implementation of College English Diagnostic Exercise System based on Artificial Intelligence
    Xiao, Yu
    AGRO FOOD INDUSTRY HI-TECH, 2017, 28 (03): : 644 - 648
  • [34] The Design of Control System for Temperature and Humidity of the Incubation Chamber Based on Artificial Intelligence
    Zeng, Mingru
    Liu, Liang
    Liu, Gongfa
    You, Wentang
    2012 THIRD INTERNATIONAL CONFERENCE ON TELECOMMUNICATION AND INFORMATION (TEIN 2012), 2012, : 56 - 61
  • [35] Net Zero Energy cost Building system design based on Artificial Intelligence
    Rocha, Helder R. O.
    Fiorotti, Rodrigo
    Louzada, Danilo M.
    Silvestre, Leonardo J.
    Celeste, Wanderley C.
    Silva, Jair A. L.
    APPLIED ENERGY, 2024, 355
  • [36] Design of computer image automatic processing system based on artificial intelligence algorithm
    You G.
    International Journal of Manufacturing Technology and Management, 2024, 38 (4-5) : 321 - 341
  • [37] Design and development of personalized education information management system based on artificial intelligence
    Yi J.
    Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
  • [38] Design of English teaching system using Artificial Intelligence
    Zhang, Yuling
    Cao, Jinping
    COMPUTERS & ELECTRICAL ENGINEERING, 2022, 102
  • [39] Design of Visual Communication Teaching System Based on Artificial Intelligence and CAD Technology
    Liu X.
    Yao R.
    Computer-Aided Design and Applications, 2023, 20 (S10): : 90 - 101
  • [40] Design of Highway Intelligent Transportation System Based on the Internet of Things and Artificial Intelligence
    Cui, Yang
    Lei, Dongfei
    IEEE ACCESS, 2023, 11 : 46653 - 46664