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Local shape descriptors for neuron segmentation
We present an auxiliary learning task for the problem of neuron segmentation in electron microscopy volumes. The auxiliary task consists of the prediction of local shape descriptors (LSDs), which we combine with conventional voxel-wise direct neighbor affinities for neuron boundary detection. The sh...
Autores principales: | Sheridan, Arlo, Nguyen, Tri M., Deb, Diptodip, Lee, Wei-Chung Allen, Saalfeld, Stephan, Turaga, Srinivas C., Manor, Uri, Funke, Jan |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group US
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9911350/ https://www.ncbi.nlm.nih.gov/pubmed/36585455 http://dx.doi.org/10.1038/s41592-022-01711-z |
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