A training-free Lagrangian motion magnification framework with periodic reference resetting and tissue-aware dual-mask control improves vascular pulsation visibility in endoscopic surgery videos.
Surgnet: Self- supervised pretraining with semantic consistency for vessel and instru- ment segmentation in surgical images
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EndoControlMag: Robust Endoscopic Vascular Motion Magnification with Periodic Reference Resetting and Hierarchical Tissue-aware Dual-Mask Control
A training-free Lagrangian motion magnification framework with periodic reference resetting and tissue-aware dual-mask control improves vascular pulsation visibility in endoscopic surgery videos.