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在传统花园和现代设计元素的整合中应用风格转移算法
Bei Huang1, Lequn Mo2, Xiaojiang Tang3
1School of art design, Guangdong University of Technology, Guangzhou, China.
PloS one
|December 5, 2024
概括
这项研究使用风格转移算法,将传统的风景绘画美学与虚拟的古典花园结合起来. 该技术通过将文化遗产与现代原则融合,以提高可持续性来创新花园设计.
科学领域:
- 计算机科学 计算机科学
- 艺术史 艺术史 艺术史
- 环境设计环境设计
背景情况:
- 现代设计越来越多地与传统的花园美学相结合,创造了新的风格.
- 这种融合增强了视觉吸引力和社会生态系统的可持续性.
- 数字技术为保护和创新设计中的文化遗产提供了新的途径.
研究的目的:
- 探索风格转移算法在花园设计中的应用.
- 将传统的风景绘画美学融入虚拟的古典花园场景中.
- 评估这种技术方法在设计创新的有效性.
主要方法:
- 利用风格转移算法来合并艺术风格.
- 将该技术应用于谦卑的管理员花园的虚拟场景.
- 尝试了各种各样的风景绘画,代表了各种艺术风格.
主要成果:
- 风格转移准确地复制了传统绘画的美学特征.
- 成功地将这些功能集成到虚拟花园环境中.
- 证明了该技术在创造混合花园美学方面的有效性.
结论:
- 风格转移技术在园林设计创新方面具有重大潜力.
- 这种方法促进了文化遗产和技术创新之间的协同作用.
- 为城市文化遗产的数字保存和恢复提供了一个框架.
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