2 papers
physics.ao-ph2025
Sea ice floe segmentation in close-range optical imagery using active contour and foundation models
Giulio Passerotti, Alberto Alberello, Marcello Vichi +3
The size of sea ice floes in the marginal ice zone (MIZ) is a key factor influencing ice coverage, albedo, wave propagation, and ocean--atmosphere energy exchanges. Floe size can b…
cs.CV2025
Parsimonious Dataset Construction for Laparoscopic Cholecystectomy Structure Segmentation
Yuning Zhou, Henry Badgery, Matthew Read +2
Labeling has always been expensive in the medical context, which has hindered related deep learning application. Our work introduces active learning in surgical video frame selecti…