ReGround-Surg: Reliability-Guided Anchor Grounding for Referring Surgical Video Segmentation
Referring surgical video segmentation requires segmenting a target instrument or tissue region across video frames according to a natural language expression. Recent Segment Anything Model 2 (SAM2) based two-stage methods (e.g., ReSurgSAM2) first ground the referred target in an initial or selected frame, then propagate the selected mask via tracking. Although effective, their performance is highly sensitive to the quality of the initial grounded mask: once an incorrect anchor is selected, subsequent tracking tends to propagate the error. This issue is especially challenging in surgical videos
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- FuzzyOverlapping authors or contributors · 62%modular/modular →
“Shared author/contributor keys: liu”
- FuzzyOverlapping authors or contributors · 62%rasbt/LLMs-from-scratch →
“Shared author/contributor keys: yin”
- FuzzySimilar title/name (fuzzy) · 59%Developer-Y/cs-video-courses →
“Fuzzy title match (0.73): “ReGround-Surg: Reliability-Guided Anchor Grounding for Refer” ≈ “Developer-Y/cs-video-courses””
- LinkedLinked via arxiv author · 85%Jiaxin Wen →
“ReGround-Surg: Reliability-Guided Anchor Grounding for Referring Surgical Video Segmentation”
- LinkedLinked via arxiv author · 85%Ming Yin →
“ReGround-Surg: Reliability-Guided Anchor Grounding for Referring Surgical Video Segmentation”
- LinkedLinked via arxiv author · 85%Lu Liu →
“ReGround-Surg: Reliability-Guided Anchor Grounding for Referring Surgical Video Segmentation”
- LinkedLinked via arxiv author · 85%Zeyu Fu →
“ReGround-Surg: Reliability-Guided Anchor Grounding for Referring Surgical Video Segmentation”