Control System of Image Synthesis Based on Cluster Mathematical Model of K-Means Intelligent Computer

Abstract:

On the basis of computer automatic control theory of artificial intelligence, we use Kmeans clustering algorithm to establish mathematical model of automatic art synthesis for computer painting, and realize the computer artificial intelligence painting synthesis by using MATLAB software. In the first part we introduce the intelligent control system of computer drawing in detail, and do decomposition and combination on the frame number by using the computer intelligent drawing cell. In the second part we establish the intelligent clustering model of Kmeans algorithm, and introduce the model painting synthesis. In order to verify the availability and reliability of the model designed in this paper, we design simulation experiment of MATLAB drawing synthesis, and obtain the art synthesis of clothing abstract drawing by calculation. It provides the theory reference for the research on computer artificial intelligence control technology

• Periodical: Applied Mechanics and Materials (Volumes 543-547)
• Pages: 2431-2434
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.543-547.2431
• Online since: March 2014
• Authors: Hai Ying Liu*
• Keywords: Abstract Painting, Art of Synthesis, Artificial Intelligence (AI), Kmeans Algorithm, MATLAB Software

References

[1] Huijuan Lai. Influence of modern painting art on apparel [J]. Literature (THEORY EDITION), 2012 (05): 45-56.

[2] Qin Hu. The relation between clothing design and painting [J]. Young writers, 2011 (11): 67-89.

[3] Jian Zhuang, Jian Yang, Haifeng Du, Dehong Yu. A high-performance complex system genetic algorithm [J]. Journal of software, 2010, 21 (11): 2790-2801.

DOI: 10.3724/sp.j.1001.2010.03673

[4] Shouwen Chen, Mingdong Li. An improved genetic algorithm and its simulation [J]. Computer applications and software, 2010, 27 (9): 100-102.

[5] Kang Wang, Xuesong Yan, Jian Jin, Zhigang Zhan. An improved genetic K means clustering algorithm [J]. Computer and digital engineering, 2010, 38 (1): 18-20.

[6] Biao Wang, Chanlun Duan, Biao Wu, Yonggang Song. Research and application of fuzzy set and rough set [D]. Beijing: Publishing House of electronics industry, 2010: 1-8.

[7] Chen Lin. An Adaptive Genetic Algorithm based on Population Diversity Stratety [A]. New York: IEEE, 2012: 93-96.

[8] Liling Zhu. Discussion on the performance of material language in fashion design [J]. Shandong textile economy, 2010 (06): 120-132.

[9] Ping Lv, Xiaoshu Liu. The influence of Mondrian's abstract painting on the graphic design [J]. Popular literature (Theory), 2012 (15): 78-86.

[10] Shiliang Lv. The influence of the painting on fashion design [J]. Shanxi youth administrative cadres' college, 2011 (04): 100-123.