计算机视觉技术的应用,用于3D匹配和检索考古物品
Diego Jiménez-Badillo1, Omar Mendoza-Montoya2,3, Salvador Ruiz-Correa4
1Museo del Templo Mayor, Instituto Nacional de Antropologia e Historia (INAH), Mexico City, CDMX, 06060, Mexico.
F1000Research
|August 30, 2024
概括
本研究介绍了使用形状识别的3D考古模型的无关键字搜索引擎. 它可以有效地检索和分析文化遗产收藏品.
科学领域:
- 计算机视觉 计算机视觉
- 数字遗产是数字遗产的一部分.
- 考古信息学 考古信息学
背景情况:
- 文化机构越来越多地在3D中将艺术和考古收藏数字化.
- 在没有关键字的情况下访问和搜索这些3D模型是一个重大挑战.
研究的目的:
- 开发一个搜索引擎,从考古数据库中检索3D模型.
- 为了实现基于内容的3D文化遗产资产的获取.
主要方法:
- 实施三个形状描述器:形状分布,反射对称性和球体波.
- 为3D考古模型数据库开发搜索引擎.
- 使用计算机视觉技术进行形状识别.
主要成果:
- 一个功能性原型搜索引擎,能够根据形状检索3D模型.
- 证明了形状描述符在基于内容的检索中的有效性.
结论:
- 开发的系统提供了对考古和艺术收藏的自动访问,这对文化遗产机构至关重要.
- 这项工作有助于为学者和学生创建用于文化对象形状分析的用户友好的工具.
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