Digital Rebirth of Dongba Pattern: An Improved Active Contour Model for Pattern Contour Extraction
In response to the time-consuming and laborious problem of manually drawing elements in existing poster designs, this paper proposes a method for extracting the contours of Dongba patterns based on improved active contour model. The improved active contour method adds discrete wavelet transform for...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
IEEE
2025-01-01
|
| Series: | IEEE Access |
| Subjects: | |
| Online Access: | https://ieeexplore.ieee.org/document/10854450/ |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1832575624892383232 |
|---|---|
| author | Yuan Li Tao Wu Rongbing Fu En Lu |
| author_facet | Yuan Li Tao Wu Rongbing Fu En Lu |
| author_sort | Yuan Li |
| collection | DOAJ |
| description | In response to the time-consuming and laborious problem of manually drawing elements in existing poster designs, this paper proposes a method for extracting the contours of Dongba patterns based on improved active contour model. The improved active contour method adds discrete wavelet transform for energy minimization. Moreover, the minimization formula assigns greater weight to foreground pixels. In addition, to prevent evolutionary instability during the iteration process, we employed an optimization process that is specifically designed to maintain clear contours along the edges of the pattern. Based on the established Dongba pattern dataset, the qualitative and quantitative analyses are conducted on the proposed method. The results indicate that the proposed improved active contour model has advantages in contour extraction visual quality and evaluation indicators compared to existing methods, demonstrating the effectiveness of the proposed method. Finally, based on the proposed pattern contour extraction method, the design innovation practice of Dongba cultural posters is completed from two aspects: pattern selection and transformation, artistic processing and poster design. The code is available at: <uri>https://github.com/jsluen/IACM</uri>. |
| format | Article |
| id | doaj-art-e721afc74fcc4bfaaea919b9df693530 |
| institution | Kabale University |
| issn | 2169-3536 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Access |
| spelling | doaj-art-e721afc74fcc4bfaaea919b9df6935302025-01-31T23:05:20ZengIEEEIEEE Access2169-35362025-01-0113208102081910.1109/ACCESS.2025.353440110854450Digital Rebirth of Dongba Pattern: An Improved Active Contour Model for Pattern Contour ExtractionYuan Li0Tao Wu1Rongbing Fu2En Lu3https://orcid.org/0000-0002-7194-6894School of Architecture and Design, China University of Mining and Technology, Xuzhou, ChinaWeichai Lovol Intelligent Agricultural Technology Company Ltd., Weifang, ChinaWeichai Lovol Intelligent Agricultural Technology Company Ltd., Weifang, ChinaSchool of Agricultural Engineering, Jiangsu University, Zhenjiang, ChinaIn response to the time-consuming and laborious problem of manually drawing elements in existing poster designs, this paper proposes a method for extracting the contours of Dongba patterns based on improved active contour model. The improved active contour method adds discrete wavelet transform for energy minimization. Moreover, the minimization formula assigns greater weight to foreground pixels. In addition, to prevent evolutionary instability during the iteration process, we employed an optimization process that is specifically designed to maintain clear contours along the edges of the pattern. Based on the established Dongba pattern dataset, the qualitative and quantitative analyses are conducted on the proposed method. The results indicate that the proposed improved active contour model has advantages in contour extraction visual quality and evaluation indicators compared to existing methods, demonstrating the effectiveness of the proposed method. Finally, based on the proposed pattern contour extraction method, the design innovation practice of Dongba cultural posters is completed from two aspects: pattern selection and transformation, artistic processing and poster design. The code is available at: <uri>https://github.com/jsluen/IACM</uri>.https://ieeexplore.ieee.org/document/10854450/Active contourcontour extractionoptimizationDongba patternapplication method |
| spellingShingle | Yuan Li Tao Wu Rongbing Fu En Lu Digital Rebirth of Dongba Pattern: An Improved Active Contour Model for Pattern Contour Extraction IEEE Access Active contour contour extraction optimization Dongba pattern application method |
| title | Digital Rebirth of Dongba Pattern: An Improved Active Contour Model for Pattern Contour Extraction |
| title_full | Digital Rebirth of Dongba Pattern: An Improved Active Contour Model for Pattern Contour Extraction |
| title_fullStr | Digital Rebirth of Dongba Pattern: An Improved Active Contour Model for Pattern Contour Extraction |
| title_full_unstemmed | Digital Rebirth of Dongba Pattern: An Improved Active Contour Model for Pattern Contour Extraction |
| title_short | Digital Rebirth of Dongba Pattern: An Improved Active Contour Model for Pattern Contour Extraction |
| title_sort | digital rebirth of dongba pattern an improved active contour model for pattern contour extraction |
| topic | Active contour contour extraction optimization Dongba pattern application method |
| url | https://ieeexplore.ieee.org/document/10854450/ |
| work_keys_str_mv | AT yuanli digitalrebirthofdongbapatternanimprovedactivecontourmodelforpatterncontourextraction AT taowu digitalrebirthofdongbapatternanimprovedactivecontourmodelforpatterncontourextraction AT rongbingfu digitalrebirthofdongbapatternanimprovedactivecontourmodelforpatterncontourextraction AT enlu digitalrebirthofdongbapatternanimprovedactivecontourmodelforpatterncontourextraction |