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电子显微镜三维分割,EPFL CVLab 数据集

电子显微镜三维分割,EPFL CVLab 数据集

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Earth and Nature,Neuroscience Classification

The dataset available for download on this webpage represents a 5x5x5µm section taken from the CA1 hippocampus region o......

数据结构 ? 495.6M

    Data Structure ?

    * 以上分析是由系统提取分析形成的结果,具体实际数据为准。

    README.md

    The dataset available for download on this webpage represents a 5x5x5µm section taken from the CA1 hippocampus region of the brain, corresponding to a 1065x2048x1536 volume. The resolution of each voxel is approximately 5x5x5nm.

    Content

    Two image datasets in 3D of Electron Microscopy data with accompanying labels. The data is provided as multipage TIF files that can be loaded in Fiji, R, KNIME, or Python

    Acknowledgements

    The dataset was copied from http://cvlab.epfl.ch/data/em directly and only placed here to utilize the Kaggle's kernel and forum capabilities.  Please acknowledge the CV group dataset for publication or any other uses

    Data Citations

    • A. Lucchi Y. Li and P. Fua, Learning for Structured Prediction Using Approximate Subgradient Descent with Working Sets, Conference on Computer Vision and Pattern Recognition, 2013.

    • A. Lucchi, K.Smith, R. Achanta, G. Knott, P. Fua, Supervoxel-based
      Segmentation of Mitochondria in EM Image Stacks with Learned Shape
      Features, IEEE Transactions on Medical Imaging, Vol. 30, Nr. 11,
      October 2011.


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