Maybe you don't need a U-Net: convolutional feature upsampling for materials micrograph segmentation

Ronan Docherty, Antonis Vamvakeros, Samuel J. Cooper

Feature foundation models - usually vision transformers - offer rich semantic descriptors of images, useful for downstream tasks such as (interactive) segmentation and object detec…