2 papers
cs.CV2026
CTFS : Collaborative Teacher Framework for Forward-Looking Sonar Image Semantic Segmentation with Extremely Limited Labels
Ping Guo, Chengzhou Li, Guanchen Meng +6
As one of the most important underwater sensing technologies, forward-looking sonar exhibits unique imaging characteristics. Sonar images are often affected by severe speckle noise…
eess.IV2025
SAM-Guided Robust Representation Learning for One-Shot 3D Medical Image Segmentation
Jia Wang, Yunan Mei, Jiarui Liu +1
One-shot medical image segmentation (MIS) is crucial for medical analysis due to the burden of medical experts on manual annotation. The recent emergence of the segment anything mo…