Memory-SAM retrieves similar prior cases via DINOv3 features and FAISS to generate point prompts for SAM2, achieving mIoU 0.9863 on 600 tongue images without training or human prompts.
U2-net: Going deeper with nested u-structure for salient object detection.Pattern recognition, 106:107404
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Memory-SAM: Human-Prompt-Free Tongue Segmentation via Retrieval-to-Prompt
Memory-SAM retrieves similar prior cases via DINOv3 features and FAISS to generate point prompts for SAM2, achieving mIoU 0.9863 on 600 tongue images without training or human prompts.