microscopy 1object classification 1pixel classification 1shallow learning 1vision foundation models 1
From the 1 of 2 linked papers with an AI index.
2 papers
cs.CV2026
Evaluating Vision Foundation Models for Pixel and Object Classification in Microscopy
Carolin Teuber, Anwai Archit, Tobias Boothe +3
The paper evaluates several vision foundation models, including SAM variants and domain‑specific models, for pixel‑level and object‑level classification tasks in microscopy, showin…
cs.CV2025
Parameter Efficient Fine-Tuning of Segment Anything Model for Biomedical Imaging
Carolin Teuber, Anwai Archit, Constantin Pape
Segmentation is an important analysis task for biomedical images, enabling the study of individual organelles, cells or organs. Deep learning has massively improved segmentation me…