2 papers
cs.CV2025
OFL-SAM2: Prompt SAM2 with Online Few-shot Learner for Efficient Medical Image Segmentation
Meng Lan, Lefei Zhang, Xiaomeng Li
The Segment Anything Model 2 (SAM2) has demonstrated remarkable promptable visual segmentation capabilities in video data, showing potential for extension to medical image segmenta…
cs.CV2025
Geometric-Guided Few-Shot Dental Landmark Detection with Human-Centric Foundation Model
Anbang Wang, Marawan Elbatel, Keyuan Liu +4
Accurate detection of anatomic landmarks is essential for assessing alveolar bone and root conditions, thereby optimizing clinical outcomes in orthodontics, periodontics, and impla…