Please wait a minute...
Journal of Zhejiang University (Science Edition)  2020, Vol. 47 Issue (6): 660-668    DOI: 10.3785/j.issn.1008-9497.2020.06.002
Cultural Computation     
Study on the construction of the Miao's costume color system
ZHAO Haiying, YIN Yukun
School of Computer Science, Beijing University of Posts and Telecommunications, Beijing 100876, China
Download: HTML (   PDF(4848KB)
Export: BibTeX | EndNote (RIS)      

Abstract  Color is the core element of the appearance of national costume and an important part of national culture.Nevertheless,it is very challenging to build a set of color system with scientific and practical features.Based on the traditional methods of color geography,this paper uses theme color extraction and improved association rule mining method to accomplish color data acquisition and color rule discovery,and carries out natural color system (NCS) chromatogram analysis,so as to build a Miao's costume color system (MCCS) composed of color rules and chromatogram analysis. MCCS is helpful for digital protection of Miao's costume color and the mining of color matching rules. It provides a new way to discover the mechanism of national costume color inheritance.

Key wordscolor spectrum analysis      association rules mining      color system      Miao's costume     
Received: 13 July 2020      Published: 25 November 2020
CLC:  TP 391  
Cite this article:

ZHAO Haiying, YIN Yukun. Study on the construction of the Miao's costume color system. Journal of Zhejiang University (Science Edition), 2020, 47(6): 660-668.

URL:

https://www.zjujournals.com/sci/EN/Y2020/V47/I6/660


苗族服饰色彩体系构建研究

色彩是民族服饰的核心要素,也是民族文化元素的重要组成部分,构建一套兼具科学性与实用性的色彩体系极具挑战性。在传统色彩地理学方法基础上,通过提取主题色和改进的关联规则挖掘方法,获取色彩数据、寻找色彩规则,并对其进行自然色彩体系(NCS)编谱分析,构建了一套苗族服饰色彩体系(Miao’s costume color system,MCCS)。该体系有助于进一步挖掘苗族服饰的配色规律,实现对苗族服饰色彩的数字化保护,为民族服饰色彩传承机理的探索与研究提供新的思路。

关键词: 色彩体系,  关联规则挖掘,  色彩编谱分析,  苗族服饰 
1 张繁荣.试论中国传统服饰色彩文化的传承[C]//当代亚洲色彩应用:第四届亚洲色彩论坛论文集.无锡:中国流行色协会,2007. ZHANG F R.On the inheritance of Chinese traditional costume color culture[C]//Color Application in Modern Asian Color:Paper Collection of the 4th Asian Color Forum.Wuxi:China Fashion & Color Association,2007.
2 JAHANIAN A,VISHWANATHAN S V N,ALLEBACH J P.Autonomous color theme extraction from images using saliency[C]//Proceedings of SPIE the International Society for Optical Engineering.Bellingham:SPIE,2015,9408:8. DOI:10.1117/12.2084051
3 LIU S G,LUO H R.Hierarchical emotional color theme extraction[J].Color Research & Application,2015,41(5):513-522. DOI:10.1002/col.21988
4 LI P,JIANG J,HASHIMAH P N.Dominant color extraction in DCT domain[C]//International Conference on Visual Information Engineering(VIE 2003).Guildford:VIE,2003:258-261.
5 KIRANYAZ S,UHLMANN S,GABBOUJ M.Dominant color extraction based on dynamic clustering by multi-dimensional particle swarm optimization[C]//International Workshop on Content-based Multimedia Indexing.New York:IEEE,2009:181-188. DOI:10.1109/cbmi.2009.11
6 赵叶峰,胡桃成,彭韧,等.利用色彩和谐模式辅助提取油画主题色[J].计算机辅助设计与图形学学报,2014,26(10):1576-1582. DOI:10.3969/j.issn.1003-9775.2014.10.003 ZHAO Y F,HU T C,PENG R,et al.Extraction of theme colors from oil paintings aided by color harmony modules.[J].Journal of Computer-Aided Design & Computer Graphics,2014,26(10):1576-1582. DOI:10.3969/j.issn.1003-9775.2014.10.003
7 朱臻阳,刘春晓,伍敏,等.主色提取的直方图峰值筛选与剔除方法[J].中国图象图形学报,2015,20(9):1151-1160. DOI:10.11834/jig.20150902 ZHU Z Y,LIU C X,WU M,et al.Histogram peaks-filtering and rejection-based dominant color extraction[J].Journal of Image and Graphics,2015,20(9):1151-1160. DOI:10.11834/jig.20150902
8 AGRAWAL R,SRIKANT R.Fast algorithms for mining association rules in large databases[C]//Proceedings of the 20th International Conference on Very Large Data Bases.San Francisco:Morgan Kaufmann Publishers Inc,1994.
9 LI N,ZENG L,HE Q,et al.Parallel implementation of apriori algorithm based on MapReduce[C]//International Conference on Software Engineering,Artificial Intelligence,Networking & Parallel & Distributed Computing.New York:IEEE,2012. DOI:10.1109/snpd.2012.31
10 KAVSEK B,LAVRAC N,JOVANOSKI V.APRIORI-SD:Adapting Association Rule Learning to Subgroup Discovery[M].Heidelberg:Springer-Verlag,2003.
11 朱丙丽,火善栋,吴鸿娟.基于图像RGB色彩特征的关联规则挖掘研究[J].重庆三峡学院学报,2015(3):62-65. DOI:10.3969/j.issn.1009-8135.2015.03.016 ZHU B L,HUO S D,WU H J. A study on application of association rules mining based on the feature of images’ RGB colors[J].Journal of Chongqing Three Gorges University,2015(3):62-65. DOI:10.3969/j.issn.1009-8135.2015.03.016
12 丁田妹,车建明.基于粗糙集的产品色彩意象规则挖掘[J].机械设计,2017(4):113-117. DING T M,CHE J M.Rules mining of product color image based on rough set[J].Journal of Mechanical Design,2017 (4):113-117.
13 井晓鹏.历史文化名城城市色彩体系控制研究——以西安老城区为例[D].西安:长安大学,2007. JING X P.Controlling Study on the Color-System in Historical and Cultural Famed Cities-Take Example for Old Town of Xi'an[D].Xi'an:Chang'an University,2007.
14 丁昶.藏族建筑色彩体系研究[D].西安:西安建筑科技大学,2009. DING C.Research on Color System of Tibetan Architecture[D].Xi'an:Xi'an University of Architecture and Technology,2009.
15 田隽.试论具有藏族特色色彩体系的建构问题[D].杭州:浙江理工大学,2010. TIAN J.Color System with Tibetan Characteristics of the Construction Problems[D].Hangzhou:Zhejiang Sci-Tech University,2010.
16 刘毅娟.苏州古典园林色彩体系的研究[D].北京:北京林业大学,2014. LIU Y J.Study on the Color System in Suzhou Classical Garden[D].Beijing:Beijing Forestry University,2014
17 刘姣姣.基于色度测量的近代汉族民间服饰色彩体系研究[D].无锡:江南大学,2019. LIU J J.Study on the Color System of Modern Han Folk Costumes Based on Chromaticity Measurement[D].Wuxi:Jiangnan University,2019.
18 谭欣.传统民族服饰数字化采集标准研究[D].北京:北京邮电大学,2019. TAN X.Research on Digital Acquisition Standard of Traditional Ethnic Costumes[D]. Beijing:Beijing University of Posts and Telecommunications,2019.
19 傅艺扬.基于丝绸文物的配色方案创意设计方法研究[D].杭州:浙江大学,2019. FU Y Y.Research on Color Scheme Creative Design Method Based on Silk Relics[D].Hangzhou:Zhejiang University,2019.
20 JEON J,LEE H,KANG H,et al.Scale-aware structure-preserving texture filtering[J].Computer Graphics Forum,2016,35(7):77-86. DOI:10.1111/cgf.13005
21 CHANG H W,FRIED O,LIU Y M,et al.Palette-based photo recoloring[J].ACM Transactions on Graphics,2015,34(4):139. DOI:10.1145/2766978
22 NEWMAN M E J,GIRVAN M.Finding and evaluating community structure in networks[J].Physical Review E,2004,69(2):026113. DOI:10.1103/physreve.69.026113
23 BORGELT C,KRUSE R.Induction of association rules:Apriori implementation[C]//Compstat.Heidelberg:Physica-Verlag,2002:395-400. DOI:10.1007/978-3-642-57489-4_59
24 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. DOI:10.13475/j.fzxb.20160900107 XING L,ZHANG J,LIANG H E,et al.Intelligent inspection of dominant colors for Chinese traditional folk Yunjian.[J].Journal of Textile Research,2017,38(11):110-115,123. DOI:10.13475/j.fzxb.2016 0900107
[1] Xiaodong TAN,Qi ZHAO,Mingzhu WEN,Xiaochao WANG. A hybrid image watermarking algorithm based on BEMD,DCT and SVD[J]. Journal of Zhejiang University (Science Edition), 2023, 50(4): 442-454.
[2] Yuhua FANG,Feng YE. MFDC-Net: A breast cancer pathological image classification algorithm incorporating multi-scale feature fusion and attention mechanism[J]. Journal of Zhejiang University (Science Edition), 2023, 50(4): 455-464.
[3] Xiang KONG,Jun CHEN. A class of triangular surface of the same degree with four shape parameters[J]. Journal of Zhejiang University (Science Edition), 2023, 50(2): 153-159.
[4] Yuanpeng ZHANG,Hongtao CHEN,Weina WANG. Nonconvex nonsmooth variational model for Poisson noise removal of gray image[J]. Journal of Zhejiang University (Science Edition), 2023, 50(2): 160-166.
[5] Juncheng LI,Chengzhi LIU,Zhijun LUO,Zhiwen LONG. Bi-objective energy minimization of spatial parametric curves and its applications[J]. Journal of Zhejiang University (Science Edition), 2023, 50(1): 63-68.
[6] Haorong QUAN,Chengzhi LIU,Juncheng LI,Lian YANG,Lijuan HU. Preconditioned progressive iterative approximation for tensor product Said-Ball patches[J]. Journal of Zhejiang University (Science Edition), 2022, 49(6): 682-690.
[7] Ruiqi YU,Yuhua LIU,Xilong SHEN,Ruyu ZHAI,Xiang ZHANG,Zhiguang ZHOU. Representation learning driven multiple graph sampling[J]. Journal of Zhejiang University (Science Edition), 2022, 49(3): 271-279.
[8] Ruimin LYU,Taojie ZHANG,Xu XI,Mengmeng WANG,Lei MENG,Kejun ZHANG. Quantify influence of brushwork and structure on the aesthetic quality of regular script Chinese characters[J]. Journal of Zhejiang University (Science Edition), 2022, 49(3): 261-270.
[9] Jintai ZHU,Jihua YE,Feng GUO,Lu JIANG,Aiwen JIANG. FSAGN:An expression recognition method based on independent selection of video key frames[J]. Journal of Zhejiang University (Science Edition), 2022, 49(2): 141-150.
[10] Ying ZHONG,Song WANG,Hao WU,Zepeng CHENG,Xuejun LI. SEMMA-Based visual exploration of cyber security event[J]. Journal of Zhejiang University (Science Edition), 2022, 49(2): 131-140.
[11] Qiang ZHU,Chaoyi WANG,Jiqing ZHANG,Baocai YIN,Xiaopeng WEI,Xin YANG. UAV target tracking algorithm based on event camera[J]. Journal of Zhejiang University (Science Edition), 2022, 49(1): 10-18.
[12] Meng YANG,Shu DING,Yuntao MA,Jiayi XIE,Ruifeng DUAN. Dynamic simulation method of wheat rust based on texture feature[J]. Journal of Zhejiang University (Science Edition), 2022, 49(1): 1-9.
[13] YU Peng, LIU Lan, CAI Yun, HE Yu, ZHANG Songhai. Home fitness monitoring system based on monocular camera[J]. Journal of Zhejiang University (Science Edition), 2021, 48(5): 521-530.
[14] FU Rujia, XIAN Chuhua, LI Guiqing, WAN Juanjie, CAO Cheng, YANG Cunyi, GAO Yuefang. Rapid 3D reconstruction of bean plant for accurate phenotype identification[J]. Journal of Zhejiang University (Science Edition), 2021, 48(5): 531-539.
[15] XU Min, WANG Ke, DAI Haoran, LUO Xiaobo, YU Weilun, TAO Yubo, LIN Hai. Visual analysis of cohorts and treatments of breast cancer based on electronic health records[J]. Journal of Zhejiang University (Science Edition), 2021, 48(4): 391-401.