基于模糊聚类的清代云肩色彩特征研究Research on the color characteristics of Cloud Shoulder in Qing dynasty based on fuzzy clustering method
关瑛;王若羽;王秀峰;于瀚超;李宁;
摘要(Abstract):
云肩作为汉民族审美延续的文化产物,其鲜明的装饰艺术感可为传统色彩的创意设计提供灵感。为探寻云肩色彩的规律性和美感度,文章运用FCM模糊聚类技术对清代云肩样本图像中的装饰色进行提取,并按照图案类别分别建立色集;通过二次聚类构建了8节点装饰色彩网络模型,析理出云肩配色规律;最后采用M-S色彩调和理论对已赋色的39款设计方案进行色彩美度评价,验证了色集和色彩网络模型的可靠性。研究结果表明:FCM聚类算法和色彩网络模型可以有效厘清云肩色彩特征,其结果的应用方案符合色彩和谐度标准,可为传统织物的现代化应用提供有效的理论支撑和方法支持。
关键词(KeyWords): FCM聚类算法;M-S色彩调和理论;云肩色彩;色彩网络;配色规律
基金项目(Foundation): 陕西省社科联项目(2020Z067);; 四川省教育厅项目(DM202116Z);; 陕西省教育厅项目(16JK1074)
作者(Authors): 关瑛;王若羽;王秀峰;于瀚超;李宁;
DOI: 10.19333/j.mfkj.20220100207
参考文献(References):
- [1] 刘思露.基于分形理论的云肩形态构成研究与应用[D].上海:华东理工大学,2020.LIU Silu.Research and application of Yun collar mor-phology based on fractal theory[D].Shanghai:East China University of Science and Technology,2020.
- [2] 刘水,贾蕾蕾,梁惠娥.云肩形色之意及其在现代女装中的创新运用[J].丝绸,2015,52(6):42-47.LIU Shui,JIA Leilei,LIANG Hui′e.Shape and color meaning of Chinese traditional shoulder adornment and its innovative application in modern women′s dress [J].Journal of Silk,2015,52(6):42-47.
- [3] 邢乐,张杰,梁惠娥,等.传统服饰云肩实物图像主色的智能检测[J].纺织学报,2017,38(11):110-115,123.XING Le,ZHANG Jie,LIANG Hui′e,et al.Intelligent inspection of dominant colors for Chinese traditional folk Yunjian [J].Journal of Textile Research,2017,38(11):110-115,123.
- [4] 陈思燕,方丽英.基于K-Means和高斯混合模型的云肩色彩提取方法对比[J].服装学报,2021,6(2):131-137.CHEN Siyan,FANG Liying.Comparative study of Cloud Shoulder color extraction methods based on K-Means and Gaussian Mixture Model [J].Journal of Clothing Research,2021,6(2):131-137.
- [5] 任艳博,蒋超,王教庆,等.基于聚类算法和色彩网络的蝴蝶色彩分析及应用[J].纺织学报,2021,42(5):103-108.REN Yanbo,JIANG Chao,WANG Jiaoqing,et al.Butterfly color analysis and application based on clustering algorithm and color network [J].Journal of Textile Research,2021,42(5):103-108.
- [6] DING Meichen.Quantitative contrast of urban agglomeration colors based on image clustering algorithm:case study of the Xia-Zhang-Quan metropolitan area[J].Frontiers of Architectural Research,2021,10(3):692-700.
- [7] 胡学刚,段瑶.基于FCM聚类的自适应彩色图像分割算法[J].计算机工程与设计,2018,39(7):1984-1989.HU Xuegang,DUAN Yao.Adaptive color image segmen-tation algorithm based on FCM clustering [J].Computer Engineering and Design,2018,39(7):1984-1989.
- [8] 梁惠娥,邢乐.中国最美云肩:情思回味之文化 [M].郑州:河南文艺出版社,2013.LIANG Hui′e,XING Le.Chinese traditional folk dress adornments:Yunjian culture research [M].Zhengzhou:Henan Literature & Art Publishing House,2013.
- [9] 陈晓玲,彭小琴,谢先东.侗锦图案艺术及其在现代服饰中的设计应用[J].毛纺科技,2021,49(1):66-70.CHEN Xiaoling,PENG Xiaoqin,XIE Xiandong.Dong brocade pattern artistic features and innovative applica- tion in modern apparel [J].Wool Textile Journal,2021,49(1):66-70.
- [10] 黄紫娟,唐俊珂,李青,等.缂丝艺术在服饰设计中的创新与应用[J].毛纺科技,2021,49(11):53-57.HUANG Zijuan,TANG Junke,LI Qing,et al.Innovation application of Kesi art in clothing design [J].Wool Textile Journal,2021,49 (11):53-57.
- [11] 褚庆文.基于FCM的彩色图像分割算法的研究[D].哈尔滨:哈尔滨理工大学,2020.CHU Qingwen.Research on color image segmentation algorithm based on FCM[D].Harbin:Harbin University of Science and Technology,2020.
- [12] 吕晓娟,徐军.基于感性工学的女装色彩搭配评价[J].毛纺科技,2021,49(2):94-98.Lü Xiaojuan,XU Jun.Color matching evaluation of women′s garments based on kansei engineering [J].Wool Textile Journal,2021,49(2):94-98.
- [13] 戴子喻.“五色”与“五行:五色”[D].北京:中国艺术研究院,2018.DAI Ziyu."Wu se" and "Wu xing:Wu se" research on the concept of color in Pre-Qi[D].Beijing:Chinese National Academy of Arts,2018.
- [14] 周橙旻,冷超霞,吴智慧,等.基于色彩调和理论的定制衣柜配色量化评价分析[J].林业工程学报,2020,5(6):168-173.ZHOU Chengmin,LENG Chaoxia,WU Zhihui,et al.Quantitative evaluation and analysis of color matching for customized wardrobes based on color harmony theory[J].Journal of Forestry Engineering,2020,5(6):168- 173.
- [15] 施吓霞,朱里莹,闫晨,等.基于M-S理论的传统商业街道色彩和谐度评价研究:以福州市三坊七巷南后街为例[J].山东农业大学学报(自然科学版),2020,51(1):140-146.SHI Xiaxia,ZHU Liying,YAN Chen,et al.Evaluation of color harmony of traditional commercial streets based on M-S theory:Nanhou street,San-fangqixiang,Fuzhou city as an example[J].Journal of Shandong Agricultural University(Natural Science Edition),2020,51(1):140-146.
- [16] SHEN Shiguang,YAO Yao,LI Canliu.Quantitative study on landscape colors of plant communities in urban parks based on natural color system and M-S theory in Nanjing,China[J].Color Research & Application,2022,47(1):152-163.