CoordinatesTable
收藏Figshare2022-01-13 更新2026-04-08 收录
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https://figshare.com/articles/dataset/CoordinatesTable/15044247/1
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资源简介:
<i>CoordinatesTable</i> is a CSV table for use in e.g. the Python database library Pandas. The table contains the LBP PCA coordinates for each image. The relative path and image file from data record <i>ImageData</i> are included as the first two columns to allow for identification with images. For simplicity, the timestamp of the photograph is separated from the filename and included as a separate column. Finally, the values of the yeast colony image as measured in the coordinates of the 3 LBP PCA modes are provided. This table will allow the user to by-pass the data processing pipeline for image extraction and LBP calculation needed to produce the LBP PCA modes used for dimensionality reduction and trajectory analysis.
<i>坐标表(CoordinatesTable)</i>是一种可应用于Python数据库库Pandas的CSV格式表格。该表格存储了每张图像的局部二值模式-主成分分析(LBP PCA)坐标。表格的前两列纳入了数据记录<i>ImageData</i>中的相对路径与图像文件名,以便匹配关联原始图像。为简化操作,照片拍摄时间戳已从文件名中分离,作为单独的一列存储。此外,该表格还提供了酵母菌落图像在3种LBP PCA模态下的坐标测量值。本表格可使用户绕过为生成用于降维和轨迹分析的LBP PCA模态,所需执行的图像提取与LBP计算数据处理流程。
提供机构:
PNRI, Yeast
创建时间:
2022-01-13



