Color Analysis of Cloud Brocade Pattern by Image Style Transfer
With the continuous improvement of the level of science and technology, the design method of cloud brocade pattern has gradually changed from the traditional process of color halo, white, and gold stranding to the modern design process, such as the synthesis of cloud brocade line pattern based on th...
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| Format: | Article |
| Language: | English |
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Ital Publication
2023-12-01
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| Series: | HighTech and Innovation Journal |
| Subjects: | |
| Online Access: | https://hightechjournal.org/index.php/HIJ/article/view/443 |
| _version_ | 1797296145107517440 |
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| author | Chuanqi Wu |
| author_facet | Chuanqi Wu |
| author_sort | Chuanqi Wu |
| collection | DOAJ |
| description | With the continuous improvement of the level of science and technology, the design method of cloud brocade pattern has gradually changed from the traditional process of color halo, white, and gold stranding to the modern design process, such as the synthesis of cloud brocade line pattern based on the transfer of image style. But back to reality, this method still has problems such as blurred outline and mixed colors, which is not conducive to the transfer of cloud brocade style pictures. Based on this, the paper will use the cloud brocade pattern style transfer color optimization model to analyze the color of the cloud brocade pattern in order to get a better cloud brocade style effect map. The results show that the average similarity of the local migration algorithm is 0.348, while the average similarity of the local migration algorithm based on color optimization is 0.378, which is 8.62% higher than that of the local migration algorithm. After 1600 iterations, the average running time of the local migration algorithm is 13.65s, and the running time of the local migration algorithm for color optimization is 12.46s. It can be seen that the local migration algorithm based on color optimization has obvious advantages in both comprehensive similarity and running time and can provide new ideas and references for the current design of Yunjin pictures.
Doi: 10.28991/HIJ-2023-04-04-07
Full Text: PDF |
| first_indexed | 2024-03-07T21:59:08Z |
| format | Article |
| id | doaj.art-75bcf344813441bd89c786328c83ab5e |
| institution | Directory Open Access Journal |
| issn | 2723-9535 |
| language | English |
| last_indexed | 2024-03-07T21:59:08Z |
| publishDate | 2023-12-01 |
| publisher | Ital Publication |
| record_format | Article |
| series | HighTech and Innovation Journal |
| spelling | doaj.art-75bcf344813441bd89c786328c83ab5e2024-02-24T06:59:12ZengItal PublicationHighTech and Innovation Journal2723-95352023-12-014477978610.28991/HIJ-2023-04-04-07154Color Analysis of Cloud Brocade Pattern by Image Style TransferChuanqi Wu0Changzhou Vocational Institute of Textile and Garment, Changzhou, Jiangsu 213000,With the continuous improvement of the level of science and technology, the design method of cloud brocade pattern has gradually changed from the traditional process of color halo, white, and gold stranding to the modern design process, such as the synthesis of cloud brocade line pattern based on the transfer of image style. But back to reality, this method still has problems such as blurred outline and mixed colors, which is not conducive to the transfer of cloud brocade style pictures. Based on this, the paper will use the cloud brocade pattern style transfer color optimization model to analyze the color of the cloud brocade pattern in order to get a better cloud brocade style effect map. The results show that the average similarity of the local migration algorithm is 0.348, while the average similarity of the local migration algorithm based on color optimization is 0.378, which is 8.62% higher than that of the local migration algorithm. After 1600 iterations, the average running time of the local migration algorithm is 13.65s, and the running time of the local migration algorithm for color optimization is 12.46s. It can be seen that the local migration algorithm based on color optimization has obvious advantages in both comprehensive similarity and running time and can provide new ideas and references for the current design of Yunjin pictures. Doi: 10.28991/HIJ-2023-04-04-07 Full Text: PDFhttps://hightechjournal.org/index.php/HIJ/article/view/443style transfercloud brocade patterncolor optimization. |
| spellingShingle | Chuanqi Wu Color Analysis of Cloud Brocade Pattern by Image Style Transfer HighTech and Innovation Journal style transfer cloud brocade pattern color optimization. |
| title | Color Analysis of Cloud Brocade Pattern by Image Style Transfer |
| title_full | Color Analysis of Cloud Brocade Pattern by Image Style Transfer |
| title_fullStr | Color Analysis of Cloud Brocade Pattern by Image Style Transfer |
| title_full_unstemmed | Color Analysis of Cloud Brocade Pattern by Image Style Transfer |
| title_short | Color Analysis of Cloud Brocade Pattern by Image Style Transfer |
| title_sort | color analysis of cloud brocade pattern by image style transfer |
| topic | style transfer cloud brocade pattern color optimization. |
| url | https://hightechjournal.org/index.php/HIJ/article/view/443 |
| work_keys_str_mv | AT chuanqiwu coloranalysisofcloudbrocadepatternbyimagestyletransfer |