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App. Res. of Comp. Accepted Paper
Vol. 43, 2026 No. 3

Survey on intelligent garment pattern generation

Zhang Jiafu1
Shi Yingjie1
Du Fang2
1. School of AI and Innovative Design, Beijing Institute of Fashion Technology, Beijing 100029, China
2. School of Information Engineering, Ningxia University, Yinchuan 750021, China
DOI: 10.19734/j.issn.1001-3695.2025.07.0258

Abstract

As the basic unit of apparel, apparel pattern is the key bridge connecting design and production. With the increasing demand for garment digitalization and intellectualization, intelligent garment pattern generation technology has gradually become a research focus. This study systematically reviews the current mainstream 3D model, image and multimodal-driven apparel pattern generation methods, covering template matching, optimization algorithms and deep learning technology paths, and analyze their application scenarios and core mechanisms. The analysis extends to a comparison of construction methods and modal characteristics across representative apparel datasets and highlights the quantitative and qualitative assessment approaches that prevail in current research. Future research will focus on expanding knowledge systems, improving generalization, enhancing interactivity, and refining evaluation frameworks to inform the theoretical advancement and industrial application of intelligent garment pattern generation.

Foundation Support

北京服装学院研究生质量提升重点项目(NHFZ20250441)
北京服装学院教学改革项目(NHFZ20250302)
纺织服装智能化湖北省工程研究中心开放课题(2023HBITF01)
国家自然科学基金项目(62062058)
北京市教育委员会科学研究计划项目(KM202210012002)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2025.07.0258
Publish at: Application Research of Computers Accepted Paper, Vol. 43, 2026 No. 3

Publish History

[2025-11-17] Accepted Paper

Cite This Article

张家福, 史英杰, 杜方. 智能服装版型生成技术研究综述 [J]. 计算机应用研究, 2026, 43 (3). (2025-11-18). https://doi.org/10.19734/j.issn.1001-3695.2025.07.0258. (Zhang Jiafu, Shi Yingjie, Du Fang. Survey on intelligent garment pattern generation [J]. Application Research of Computers, 2026, 43 (3). (2025-11-18). https://doi.org/10.19734/j.issn.1001-3695.2025.07.0258. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.

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