RETRACTED: Research on Colour Matching in Art Design Based on Neural Network Mathematics Models (Retracted Article)

被引:1
作者
Zhang, Xuanhan [1 ]
机构
[1] Univ Int Business & Econ, Communist Youth League Comm, Beijing 100029, Peoples R China
关键词
PREDICTION; FUSION; FLOW;
D O I
10.1155/2022/3873213
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Colour, an art term, is an important formal element that can influence our changing feelings, and colour matching has a very important place in art. Colour is an important artistic language in the study of art, and colour is also a more attractive representation of our real world. In this paper, we fine-tune an existing mathematics model to analyze the effect of hue, luminance, saturation, and contrast on the emotion classification of art paintings and achieve an accuracy improvement of 3.4% over the current state of the art on the public dataset Twitter image dataset. Finally, we propose a pretraining strategy for a related task that significantly improves the sentiment classification task of paintings and analyze the experimental results through visual structures.
引用
收藏
页数:8
相关论文
共 30 条
  • [1] Harmony Potentials
    Boix, Xavier
    Gonfaus, Josep M.
    van de Weijer, Joost
    Bagdanov, Andrew D.
    Serrat, Joan
    Gonzalez, Jordi
    [J]. INTERNATIONAL JOURNAL OF COMPUTER VISION, 2012, 96 (01) : 83 - 102
  • [2] RETRACTED: IIBE: An Improved Identity-Based Encryption Algorithm for WSN Security (Retracted Article)
    Cao, ChunHua
    Tang, YaNa
    Huang, DeYan
    Gan, WeiMin
    Zhang, Chunjiong
    [J]. SECURITY AND COMMUNICATION NETWORKS, 2021, 2021
  • [3] Image-to-MIDI mapping based on dynamic fuzzy color segmentation for visually impaired people
    Chen, Chieh-Li
    Liao, Yan-Fa
    Tai, Chung-Li
    [J]. PATTERN RECOGNITION LETTERS, 2011, 32 (04) : 549 - 560
  • [4] Chen H, 2011, J FOOD AGRIC ENVIRON, V9, P205
  • [5] Development of a real-time control strategy with artificial neural network for automatic control of a continuous-flow sequencing batch reactor
    Cho, BC
    Liaw, SL
    Chang, CN
    Yu, RF
    Yang, SJ
    Chlou, BR
    [J]. WATER SCIENCE AND TECHNOLOGY, 2001, 44 (01) : 95 - 104
  • [6] Color clustering and learning for image segmentation based on neural networks
    Dong, G
    Xie, M
    [J]. IEEE TRANSACTIONS ON NEURAL NETWORKS, 2005, 16 (04): : 925 - 936
  • [7] A new colour constancy algorithm based on automatic determination of gray framework parameters using neural network
    Faghih, Mohammad Mehdi
    Khosravinia, Zeynab
    Moghaddam, Mohsen Ebrahimi
    [J]. SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES, 2014, 39 (02): : 267 - 281
  • [8] Fan D., 2019, J GEODESY GEOINFORMA, V2, P92, DOI [10.11947/j.AGCS.2018.20170627, DOI 10.11947/J.AGCS.2018.20170627]
  • [9] Based on the CAM error prediction research of BP neural network
    Jia, Guanwei
    Han, Qiushi
    Li, QiGuang
    Peng, Baoying
    [J]. ADVANCED MANUFACTURING TECHNOLOGY, PTS 1-4, 2012, 472-475 : 437 - +
  • [10] Design of disease prediction method based on whale optimization employed artificial neural network in tomato fruits
    Kumar, S. Dhakshina
    Esakkirajan, S.
    Vimalraj, C.
    Veena, B. Keerthi
    [J]. MATERIALS TODAY-PROCEEDINGS, 2020, 33 : 4907 - 4918