遇见数据集

Dataset of microscope images of prefrontal cortex from wistar rat tissue after an induced stroke

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Mendeley Data2026-04-18 收录
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Microscopic images were captured with the Leica ICC50HD camera mounted on the Leica DM500 microscope, performed with fixed parameters in magnification 20x, and 56% horizontal and 40% vertical overlap. The rows and high-resolution images was generated using the captured images and an stitched algorithm using the homography matrices. The homography matrices were obtained from a small number of correspondences manually selected between each pair of images horizontal displacements and between pair of rows in vertical displacement. Raw microscope images PNG format format. High-resolution image PNG format , pixel size 0.3 µm, area 92.48 mm2. Homography matrices HDF5 files Dataset organization Folder -> Filename -> Description \rawImages\ -> image_Row_RR_XX.png -> Images of tissue numbered as XX (varies each row: 01 up to 45) of images rows numbered as RR (01-36) \stitched\tissue\ -> brainTissueImage.png -> High-resolution obtained. \stitched\rows -> image_Row_XX.png -> Images for each row numbered as RR (01-36). \homographies\ -> homography_images_Row_RR.h5 \homographies\ -> homography_Rows.h5 -> Homography matrices between each pair of images per row numbered as RR (01-36).

本数据集的显微图像通过搭载于徕卡DM500显微镜的徕卡ICC50HD相机拍摄,拍摄参数固定为20倍放大倍率,水平重叠率56%、垂直重叠率40%。利用拍摄得到的单幅图像与基于单应矩阵(homography)的拼接算法,生成了单排拼接图像与高分辨率整体图像。 上述单应矩阵通过手动选取每幅图像间水平位移对应点、以及每排图像间垂直位移对应点的少量匹配点对得到。 原始显微图像采用PNG格式存储;高分辨率图像同样为PNG格式,像素尺寸0.3 µm,成像面积92.48 mm²;单应矩阵以HDF5文件格式存储。 数据集组织规范如下: - awImages 目录下的 image_Row_RR_XX.png:对应编号为RR(01至36)的图像排中,编号为XX(01至45,每排编号范围各有不同)的组织显微图像。 - stitched issue 目录下的 brainTissueImage.png:最终生成的高分辨率脑组织拼接图像。 - stitched ows 目录下的 image_Row_RR.png:对应编号为RR(01至36)的单排拼接图像。 - homographies 目录下的 homography_images_Row_RR.h5:对应编号为RR(01至36)的单排内各图像间的单应矩阵文件。 - homographies 目录下的 homography_Rows.h5:各排图像之间的单应矩阵文件。

创建时间:
2020-10-09
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