Digital image color analysis method to extract fashion color semantics from artworks

被引:0
作者
Misun Yum
机构
[1] Sungshin Women’s University,Department of Fashion Industry
来源
Multimedia Tools and Applications | 2023年 / 82卷
关键词
Semantic differential technique; Emotion of painting; Psychological codes; Color image scale; Color semiotics;
D O I
暂无
中图分类号
学科分类号
摘要
Color in artworks is an inspirational source for fashion designers. Product color is a fundamental design element to stimulate customers' emotional response as designers intend or express conceptual trends they want to infuse into products. Thus, artwork color analysis and the color selection process are crucial for product designs. This study aims to establish digital color analysis whereby fashion designers can extract colors from digital images of artworks and find relevant fashion codes with automation. The analysis method provides the image color attributes in Munsell, Practical Color Coordinate System, and Shigenobu Kobayashi Color Scale. It reveals underlying color semiotics representative of digital images. That is essential to provide color guidance to fashion experts when planning product colors. The semiotics analysis is based on Kobayashi’s 3-color combination scale and quantitatively estimates the similarity of an artwork image to the 3-color bar. Symbolic adjective of the image is found whereby image coordinates in semantic space can be estimated. This method was used to investigate the colors of 190 Monet's paintings. The results found that Monet frequently expressed subject matters in nature with colors of low saturation tone. We explore the manifestation of the painting colors in dress collections as fashion codes. This approach found that an inspiring painting and a designed dress impress the same or similar fashion codes.
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页码:17115 / 17133
页数:18
相关论文
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  • [1] Aslan S(2020)Two sides of the same coin: improved ancient coin classification using graph transduction games Patten Recognit Lett 131 158-165
  • [2] Vascon S(2020)Visual question answering for cultural heritage IOP Conf Ser: Mater Sci Eng 949 781-791
  • [3] Pelillo M(2018)From Munsell color system to a new color psychology system Color Res Appl 30 1-13
  • [4] Bongini P(2018)A method for extracting emotion using colors comprise the painting image Multimedia Tools Appl 77 4985-5002
  • [5] Becattini F(2006)Color and symbolic meaning of elements in nature Color Res Appl 31 341-348
  • [6] Bagdanov AD(1981)The aim and method of the color image scale Color Res Appl 6 93-107
  • [7] Bimbo AD(2006)Analysis of color symbology from the perspective of cultural semiotics focused on Korean costume colors according to the cultural changes Color Res Appl 32 71-79
  • [8] Horigunchi S(2019)A novel method for emotion extraction from paintings based on Luscher’s psychological color test: case study Iranian-Islamic paintings IEEE 1 120857-120871
  • [9] Iwamatuse K(2018)The role of individual colour preferences in consumer purchase decisions Color Res Appl 43 258-267
  • [10] Kang D(2012)The formative value and color character of shoes in the Chosun dynasty period J Korea Soc Color Stud 26 71-85