计算机应用研究2026，Vol.43Issue(3)：651-663,13.DOI:10.19734/j.issn.1001-3695.2025.07.0258
智能服装版型生成技术研究综述
Survey on intelligent garment pattern generation
摘要
Abstract
As the basic unit of apparel,garment pattern is the key bridge connecting design and production.With the increa-sing demand for garment digitalization and intellectualization,intelligent garment pattern generation technology has gradually become a research focus.This study systematically reviewed the current mainstream 3D model,image and multimodal-driven garment pattern generation methods,covering template matching,optimization algorithms and deep learning technology paths,and analyzed their application scenarios and core mechanisms.This paper extended to a comparison of construction methods and modal characteristics across representative apparel datasets and highlighted the quantitative and qualitative assessment ap-proaches that prevailed in current research.Future research focused on expanding knowledge systems,improving generaliza-tion,enhancing interactivity,and refining evaluation frameworks to inform the theoretical advancement and industrial applica-tion of intelligent garment pattern generation.关键词
服装版型生成/深度学习/多模态模型/缝纫图案/版型数据集/评估指标/虚拟试穿Key words
garment pattern generation/deep learning/multimodal models/sewing pattern/pattern dataset/evaluation metric/virtual try-on分类
信息技术与安全科学引用本文复制引用
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):651-663,13.基金项目
北京服装学院研究生质量提升重点项目(NHFZ20250441) （NHFZ20250441）
北京服装学院教学改革项目(NHFZ20250302) （NHFZ20250302）
纺织服装智能化湖北省工程研究中心开放课题(2023HBITF01) （2023HBITF01）
国家自然科学基金资助项目(62062058) （62062058）
北京市教育委员会科学研究计划资助项目(KM202210012002) （KM202210012002）
