As a precious intangible cultural heritage, Miao batik contains profound cultural connotations. This research takes Longlin Miao batik as the object, constructs a framework of "cultural decoding-AI generation-design verification", employs deep learning technology for color semantic analysis, and establishes a digital gene bank. Through conditional generative adversarial networks, pattern grammar decoding and innovative generation are realized, integrating batik symbols with Guochao aesthetics. Market application validates the commercial viability of AI batik design, while industrialization practices construct a complete innovation ecosystem, providing pathways for digital inheritance and modern transformation of traditional handicrafts.
Key words
Miao Batik /
Color Semantics /
Pattern Grammar /
Artificial Intelligence /
Guochao Fashion
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References
[1] 方梦玲, 张莉. 川南苗族服饰纹样数字化设计与推广[J]. 宜宾学院学报,2025,25(5):109.
[2] 罗申会. 黔东南苗族蜡染服饰中鱼纹的审美特征浅析[J]. 西部皮革,2024,46(11):135-137.
[3] 彭佳智, 戴丽萍, 陈祉涵, 等. 苗族蜡染在现代服饰中的创新应用路径研究[J]. 广东农工商职业技术学院学报,2024,40(2):33-37+48.
[4] 陶莞, 张剑, 李敏航. 贵州苗族传统服饰研究[J]. 染整技术,2024,46(3):95-97.
[5] 邹欣燕. 苗族蜡染纹样及工艺融入服饰设计研究[J]. 西部皮革,2022,44(16):95-97.
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