Journal of Textile Research ›› 2025, Vol. 46 ›› Issue (11): 86-93.doi: 10.13475/j.fzxb.20241207301

• Textile Engineering • Previous Articles     Next Articles

Parametric generation and reconstruction design of four-sided continuous patterns in traditional brocade

LI Shiyun1, WEN Run1,2(), SHEN Hua1,3, WU Jianhua3   

  1. 1. College of Textiles, Donghua University, Shanghai 201620, China
    2. Shanghai International College of Fashion and Innovation, Donghua University, Shanghai 201620, China
    3. Wujiang Dingsheng Silk Co., Ltd., Suzhou, Jiangsu 215228, China
  • Received:2024-12-31 Revised:2025-08-05 Online:2025-11-15 Published:2025-11-15
  • Contact: WEN Run E-mail:rain@dhu.edu.cn

Abstract:

Objective The four-sided continuous pattern, as a core decorative form in silk textiles, exemplifies the traditional weaving design due to its cyclic extensibility and compatibility with weaving techniques. Current research on the traditional brocade patterns primarily focuses on individual textile types or specific motifs, lacking systematic digital exploration and quantitative analysis. There remains significant potential for deeper geometric analysis and generative practices. To enhance the efficiency of digital reconstruction and innovative design for four-sided continuous patterns in the Chinese traditional brocade, this study proposes a parametric deconstruction and regeneration method, enabling rapid pattern generation while preserving their inherent mathematical aesthetics.
Method Through data collection and analysis, this study identifies typical configurations of the traditional brocade patterns, extracting universal forms of element composition, layering, and arrangement. A mathematical model of pattern rhythm is established, forming the theoretical and data foundation for parametric generation. This study employs Processing, a programming language, to develop a parametric generation system for traditional brocade patterns. Using object-oriented programming, pattern elements are transformed into adjustable parametric modules, facilitating rapid pattern reconstruction. This approach retains the mathematical and aesthetic essence of the traditional patterns while exploring innovative designs through algorithmic iteration.
Results Based on the three categories of four-sided continuous patterns, i.e. linked, scattered and overlapping, this study reveals three key structural elements, namely base textures, floral motifs, and skeletal frameworks, and identifies four critical parameters (λ1=0.094±0.061, λ2=0.403±0.070, λ3=0.262±0.057, and λ4=0.089±0.020) as quantitative references for parametric generation and innovative design validation. A parametric generation system is developed by modularizing base textures, floral motifs, and skeletal frameworks. The positional and dimensional control of modules within a unit cycle is achieved, while motif shaping is governed by the formulae refined from the research. Pattern scaling is implemented by adjusting cycle iteration parameters. The system successfully generates 11 commonly linked patterns and demonstrates high-fidelity parametric reconstruction of scattered and overlapping patterns, exhibiting both restoration accuracy and computational efficiency. Furthermore, by integrating design methodology with constraints derived from the mathematical model of pattern rhythm, the system enables rapid generation of innovative patterns while maintaining adjustable layouts and seamless tiling capabilities. This approach not only preserves the traditional aesthetic principles but also facilitates efficient design iteration and pattern adaptation.
Conclusion This study provides a systematic deconstruction and quantitative analysis of traditional brocade patterns, establishing a theoretical basis for parametric modeling. The developed object-oriented program enables automated generation of linked, scattered, and overlapping patterns, incorporating the traditional base designs and allowing for modular imports of floral and skeletal motifs. The system facilitates rapid reconstruction and innovative design, offering practical guidance for digital pattern management. Its applications extend to enterprise-level pattern database construction and digital heritage preservation, contributing to the sustainable development of traditional brocade art. Future research can be enhanced in both material and functional dimensions. Material-wise, the system could be expanded by incorporating innovative design elements, extended color schemes, and advanced geometric arrangement rules. Functionally, improvements could be focused on optimizing the random retrieval of design components and randomized color generation algorithms. These advancements are likely deepening the research scope and broaden application possibilities, enabling the traditional patterns to exhibit greater vibrancy in the digital era.

Key words: four-sided continuous pattern, traditional brocade, parameterization, pattern reconstruction, pattern design, Tianhua brocade, Song brocade

CLC Number: 

  • TS941.2

Fig.1

Types and relationship diagram of four-sided continuous patterns"

Fig.2

Composition example of overlapping repeat pattern"

Fig.3

Distribution of size proportion data of each element"

Fig.4

Design of pattern automatic generation system. (a) Research path;(b)Algorithm framework"

Fig.5

Analysis of square Tianhua brocade. (a) Structure;(b) Physical object"

Fig.6

Decomposition of steps for generating background pattern. (a) Coordinate system; (b) Drawing steps"

Fig.7

Process of generating medallion and framework pattern elements"

Fig.8

Decomposition diagram of generation of Ruyi pattern. (a) Arc composition;(b) Center coordinates"

Fig.9

Auto-generated results"

Fig.10

Background pattern parameterization for lock pattern"

Fig.11

Parameterization of medallion and framework pattern (taking Sidayun as example)"

Fig.12

Elements analysis of ″Persimmon Red Pan-Tao Flower Song Brocade″. (a) Physical object;(b) Pattern extraction;(c)Color scheme"

Fig.13

Parameterized repeat patterns"

Fig.14

Results of reconstruction generation (S=1,3). (a) 2×2 regular arrangement pattern;(b) Sidayun overlapping pattern"

[1] 钱小萍. 蜀锦、宋锦和云锦的特点剖析[J]. 丝绸, 2011, 48(5): 1-6.
QIAN Xiaoping. Analysis on characteristics of Shu brocade, song brocade and Yun brocade[J]. Journal of Silk, 2011, 48(5): 1-6.
[2] 周赳. 中国古代三大名锦的品种梳理及美学特征分析[J]. 丝绸, 2018, 55(4): 93-105.
ZHOU Jiu. Analysis on variety and aesthetic characteristics of three famous brocades in ancient China[J]. Journal of Silk, 2018, 55(4): 93-105.
[3] 吴玉青. 苏州宋锦的美学风格及其文化成因研究[D]. 南京: 南京艺术学院, 2013:10-15.
WU Yuqing. Study on the aesthetic style and cultural causes of Suzhou Song brocade[D]. Nanjing: Nanjing University of the Arts, 2013:10-15.
[4] 顾春华. 古书画装裱中八达晕锦图案的研究与设计[J]. 丝绸, 2013, 50(8): 36-42.
GU Chunhua. Study and design of badayun brocade pattern used for mounting traditional Chinese calligraphy and painting[J]. Journal of Silk, 2013, 50(8): 36-42.
[5] 李叶红, 吴洪. 传统“八达晕” 图案的多元化创新设计研究[J]. 丝绸, 2022, 59(4): 102-109.
LI Yehong, WU Hong. Research on diversified innovation and design of the traditional “Badayun” pattern[J]. Journal of Silk, 2022, 59(4): 102-109.
[6] 徐海鹏. 基于几何美学的壮锦纹样创新应用研究[D]. 柳州: 广西科技大学, 2023:7-28.
XU Haipeng. Research on innovative application of Zhuang brocade patterns based on geometric aesth-etics[D]. Liuzhou: Guangxi University of Science and Technology, 2023:7-28.
[7] 杨芳芳, 刘力佳, 郭丽. 西兰卡普传统几何纹样的重构设计探究[J]. 轻纺工业与技术, 2025, 54(1):50-55.
YANG Fangfang, LIU Lijia, GUO Li. Research on the reconstruction design of traditional geometric patterns in Xilankapu[J]. Light and Textile Industry and Technology, 2025, 54(1):50-55.
[8] 项子丰. 中国古代丝绸纹样骨架结构研究与设计实践[D]. 杭州: 浙江理工大学, 2021:3-8.
XIANG Zifeng. Research and design practice of Chinese ancient silk patterns skeleton[D]. Hangzhou: Zhejiang Sci-Tech University, 2021:3-8.
[9] 张玉杰, 李欣华. 八答晕纹样研究与现代设计传播平台构建[J]. 丝绸, 2021, 58(5): 130-139.
ZHANG Yujie, LI Xinhua. A study on Badayun patterns and modern design communication platform construction[J]. Journal of Silk, 2021, 58(5): 130-139.
[10] 张素雅, 崔荣荣, 王志成, 等. 八达晕纹样结构参数化解构与再生设计[J]. 纺织学报, 2024, 45(6): 165-172.
ZHANG Suya, CUI Rongrong, WANG Zhicheng, et al. Parametric and regeneration design of badayun patterns[J]. Journal of Textile Research, 2024, 45(6): 165-172.
[11] 苏燕, 刘畅, 华佳. 基于风格迁移算法的苏州宋锦图案的数字化设计研究[J]. 包装工程, 2025, 46(6): 286-293.
SU Yan, LIU Chang, HUA Jia. Digital design of Suzhou song brocade patterns based on image style transfer algorithm[J]. Packaging Engineering, 2025, 46(6): 286-293.
[12] 潘末雨. 基于参数化技术的南京云锦创新设计研究[D]. 南京: 南京艺术学院, 2023:1-20.
PAN Moyu. Research on innovative design of Nanjing Yunjin based on parametric technology[D]. Nanjing: Nanjing University of the Arts, 2023:1-20.
[13] 吴思熠, 高松, 罗芊芊, 等. 宝相花纹样参数化建模与衍生设计研究[J]. 北京服装学院学报(自然科学版), 2024, 44(4):98-105.
WU Siyi, GAO Song, LUO Qianqian, et al. Research on parametric modeling and derivative design of Baoxiang flower pattern[J]. Journal of Beijing Institute of Fashion Technology (Natural Science Edition), 2024, 44(4):98-105.
[14] XU S C, ZHANG Y, YAN S M. Automatic mandala pattern design and generation based on COOM framework[J]. Journal of Computer Languages, 2022, 72: 101138.
doi: 10.1016/j.cola.2022.101138
[15] 王迪, 柯莹, 王宏付. Voronoi图形在参数化服装造型构建中的应用[J]. 纺织学报, 2021, 42(12):131-137.
doi: 10.13475/j.fzxb.20210503707
WANG Di, KE Ying, WANG Hongfu. Parametric fashion design based on Voronoi graphics[J]. Journal of Textile Research, 2021, 42(12): 131-137.
doi: 10.13475/j.fzxb.20210503707
[16] 张晓含, 包怡云, 吴继辉, 等. 定制旗袍纸样的自动生成[J]. 纺织学报, 2024, 45(10): 177-183.
doi: 10.13475/j.fzxb.20231204701
ZHANG Xiaohan, BAO Yiyun, WU Jihui, et al. Automatic generation of customized cheongsam pattern[J]. Journal of Textile Research, 2024, 45(10): 177-183.
doi: 10.13475/j.fzxb.20231204701
[17] 龙颖, 吕叶馨, 郭子翊, 等. 基于自适应模板匹配的四方连续花型最小单元提取[J]. 现代纺织技术, 2022, 30(2): 191-196.
doi: 10.19398/j.att.202103018
LONG Ying, LÜ Yexin, GUO Ziyi, et al. Extraction of minimum units of four-consecutive pattern based on adaptive template matching[J]. Advanced Textile Technology, 2022, 30(2): 191-196.
doi: 10.19398/j.att.202103018
[18] 李敏, 白寒, 殷果. 以形状文法为导向的参数化传统纹样设计技术研究[J]. 包装工程, 2023, 44(22):242-251.
LI Min, BAI Han, YIN Guo. Parametric design technology of traditional patterns based on Shape Grammar[J]. Packaging Engineering, 2023, 44(22):242-251.
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