卷轴时代:追踪绘画的起源作为历史之窗
IEEE transactions on visualization and computer graphics
|April 16, 2024
概括
这项研究引入了一种分析中国手卷的来源的新方法,集成图像处理和语言模型,以创建文化文物详细的历史传记.
科学领域:
- 艺术史 艺术史 艺术史
- 数字人文学科 数字人文学科
- 计算考古学 计算考古学
背景情况:
- 文化文物来源对考古学和艺术史至关重要,但在数据集成和自动化方面面临挑战.
- 传统的中国手卷提供了丰富的历史数据,但需要先进的分析方法.
- 现有的技术与多样化的证据来源和社会文化背景整合作斗争.
研究的目的:
- 开发一个全面的方法来创建详细的历史"传记"的中国手卷.
- 通过技术整合,加强对文化文物来源的分析.
- 为艺术史学家提供交互式工具来探索手卷历史.
主要方法:
- 一种三层方法,分析文物,上下文和来源等级.
- 图像处理和语言模型的应用用于数据提取和验证.
- 开发一个独特的布局来分析非连续的数据元素.
- 介绍ScrollTimes,这是一个用于交互来源研究的视觉分析系统.
主要成果:
- 使用文化遗产数据库成功提取,验证和增强手卷元素.
- 展示了一种全面的方法来理解手卷的来源和历史意义.
- 通过案例研究和专家采访验证了有效的方法,证实了它的有用性.
结论:
- 开发的方法和ScrollTimes系统为文化文物来源分析提供了一种新的方法.
- 这种跨学科的方法通过文物促进了对历史的更深入,更互动的理解.
- 该系统使艺术史学家能够创建量身定制的传记,推进对中国手稿的研究.
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