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...

Descripción completa

Detalles Bibliográficos
Autores principales: Sheridan, Arlo, Nguyen, Tri M., Deb, Diptodip, Lee, Wei-Chung Allen, Saalfeld, Stephan, Turaga, Srinivas C., Manor, Uri, Funke, Jan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group US 2022
Materias:
Article
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

Internet

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

Ejemplares similares