HD-SC-1:Hyperspectral Dataset for Stone Cultural Relics
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The spectral range of the dataset spans from 400 to 1000 nm, with an image resolution of 2048×2046 pixels. Additionally, the dataset contains 233 visible light spatial features, 466 visible light color features, and six simple deterioration classification tables. The primary objective of this study is to enhance the recognition accuracy of the deterioration modes of stone cultural relics and to deepen the related mechanism research.Due to the limitation of figshare space and transmission speed, some sample data were uploaded. The complete data is uploaded to Baidu (https://pan.baidu.com/s/1bFl87uriz97c-FulYFAFtQ?pwd=HDSC) Total 282GB.If the link fails, please contact the author directly.Lixin Peng:penglx001@gmail.com;Professional software can be downloaded through the following address: it is worth noting that the hyperspectral supporting software installation package needs to contact customer service to download.ENVI: https://envi.geoscene.cn/.If you use data, please indicate the following papers:Yang, H., Peng, L., Zhao, G. et al. Hyperspectral data set of stone cultural relics in high-precision machine vision scene. Sci Data 12, 1887 (2025). https://doi.org/10.1038/s41597-025-06158-3
本数据集的光谱范围覆盖400~1000纳米,图像分辨率为2048×2046像素。此外,数据集包含233项可见光空间特征、466项可见光颜色特征,以及6组简易劣化分类表。本研究的核心目标为提升石质文物劣化模式的识别准确率,并深化相关机理研究。 受限于figshare的存储空间与传输速率,本次仅上传了部分样本数据。完整数据集总容量达282GB,已上传至百度网盘(https://pan.baidu.com/s/1bFl87uriz97c-FulYFAFtQ?pwd=HDSC)。若链接失效,请直接联系作者:彭立欣,邮箱:penglx001@gmail.com。 专业软件可通过以下途径获取:需特别说明的是,高光谱(hyperspectral)配套软件安装包需联系客服下载。ENVI软件的下载地址为:https://envi.geoscene.cn/。 若使用本数据集,请引用以下论文:Yang, H., Peng, L., Zhao, G. 等. 高精密机器视觉场景下的石质文物高光谱数据集. Sci Data 12, 1887 (2025). https://doi.org/10.1038/s41597-025-06158-3



