Benchmarking HEp-2 Cell Segmentation Methods in Indirect Immuno-Fluorescence (IIF) Images - Standard Models to Deep Learning


Abstract:

In this work, we provide a comparison of different HEp-2 cell segmentation methods. Human epithelial (HEp-2) cell segmentation benchmark of ML/DL models...TBA...

Cell segmentation


For cell segmentation, we benchmarked ML/DL models.


Example segmentations

(Top to bottom: Input, ground-truth (GT), ML, DL)



Reference:

Iyer et al., Benchmarking HEp-2 Cell Segmentation Methods in Indirect Immunofluorescence Images - Standard Models to Deep Learning. Submitted, 2021.


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