The i-Treasures Intangible Cultural Heritage dataset

N. Grammalidis, K. Dimitropoulos, F. Tsalakanidou, A. Kitsikidis, P. Roussel-Ragot, B. Denby, P. Chawah, L. Buchman, S. Dupont, S. Laraba, B. Picart, M. Tits, J. Tilmanne, S. Hadjidimitriou, L. Hadjileontiadis, V. Charisis, C. Volioti, A. Stergiaki, A. Manitsaris, Odysseas Bouzos, S. Manitsaris
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引用次数: 17

Abstract

In this paper, we introduce the i-Treasures Intangible Cultural Heritage (ICH) dataset, a freely available collection of multimodal data captured from different forms of rare ICH. More specifically, the dataset contains video, audio, depth, motion capture data and other modalities, such as EEG or ultrasound data. It also includes (manual) annotations of data, while in some cases additional features and metadata are provided, extracted using algorithms and modules developed within the i-Treasures project. We describe the creation process (sensors, capture setups and modules used), the dataset content and the associated annotations. An attractive feature of this ICH Database is that it's the first of its kind, providing annotated multimodal data for a wide range of rare ICH types. Finally, some conclusions are drawn and the future development of the dataset is discussed.
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i-Treasures非物质文化遗产数据集
在本文中,我们介绍了i-Treasures非物质文化遗产(ICH)数据集,这是一个免费的多模式数据集,收集了不同形式的稀有非物质文化遗产。更具体地说,数据集包含视频,音频,深度,动作捕捉数据和其他模式,如脑电图或超声数据。它还包括(手动)数据注释,而在某些情况下,提供了额外的功能和元数据,使用i-Treasures项目中开发的算法和模块提取。我们描述了创建过程(传感器、捕获设置和使用的模块)、数据集内容和相关的注释。该非遗数据库的一个吸引人的特点是,它是同类数据库中的第一个,为广泛的稀有非遗类型提供了带注释的多模态数据。最后,得出了一些结论,并对数据集的未来发展进行了讨论。
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