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Multi-scalar 3D digitization of Cultural Heritage using a low-cost integrated approach

机译:使用低成本综合方法的文化遗产多标量3D数字化

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In the architectural survey field, one of the main aspects to consider during a 3D digitization is the multi-scalar geometrical complexity of the artifact to acquire, besides other fundamental factors connected with the different aims of communication. Since the widespread of range-sensors has provided extremely versatile instruments able to easily acquire huge amount of data that can be processed for different uses and users and changing communication aims, the possibility to survey and restore high-quality 3D multi-resolution models has become an urgent need. Despite these developments, these technologies are still very expensive, need expertise and present persistent bottlenecks both in the reverse modeling process and in time consuming. In order to overcome these critical aspects and taking advantage of recent improvements of automated image-based technologies based on the Structure from Motion approach, this contribution presents some first results of investigations on the reliability of these low-cost technologies for the 3D digitization of Cultural Heritage. One of the main aims of these investigations rely on developing a procedure that could ease the work of surveyors called to represent artifacts at an architectural scale using fast and low-cost technologies. 3D models derived using the selected low-cost image-based technologies were compared among each other and with a 3D laser scanner gold standard acquisition. These investigations led to qualitative and quantitative evaluations and to considerations on times and skills required by all tested technologies. Strengths and weaknesses are highlighted, suggesting the best solution with respect to the optimization of all considered aspects. Finally, integration of different technologies are presented, as it represents the best solution in multi-scalar contexts.
机译:在架构调查领域,3D数字化期间考虑的主要方面之一是伪像以获取的多标量几何复杂性,除了与不同的沟通目的相关的其他基本因素。由于范围传感器的广泛提供了能够轻松获取大量数据的极其多功能的仪器,可以为不同的用途和用户处理和改变通信目标,调查和恢复高质量3D多分辨率模型的可能性已成为迫切需要。尽管有这些发展,这些技术仍然非常昂贵,需要专业知识和呈现逆向建模过程中的持续瓶颈,并耗时。为了克服这些关键方面并利用基于运动方法的结构的基于自动图像的技术的最新改进,这一贡献提出了一些关于这些低成本技术对文化的3D数字化的可靠性的研究结果遗产。这些调查的主要目的之一依赖于制定一个可以缓解调查师的工作的程序,以使用快速和低成本技术以建筑规模代表措施的工作。使用所选择的基于低成本图像的技术导出的3D模型在彼此中进行了比较,并使用3D激光扫描仪金标准采集。这些调查导致了定性和定量评估,并考虑所有测试技术所需的时间和技能。强度和弱点突出显示,暗示了关于所有考虑方面的优化的最佳解决方案。最后,提出了不同技术的集成,因为它代表了多标量上下文中的最佳解决方案。

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