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cs.CV2026
Skeleton-Guided Progressive Test-Time Adaptation for Thin Curvilinear Structures
Boa Jang, JunGyu Lee, Gwanho Lee +2
Accurate segmentation of thin curvilinear structures is vital for various real-world applications, from vessel analysis to road extraction. Yet their intricate geometry makes even…
cs.CV2026
Distilling Temporal Coherence into 2D Networks for Transrectal Ultrasound Prostate Video Segmentation
Dong Yeong Kim, JunGyu Lee, Jaewon Choi +5
Real-time video segmentation of the prostate in Transrectal Ultrasound (TRUS) is essential for image-guided interventions. While conventional 2D methods suffer from inter-frame inc…
cs.CV2026
PSCT-Net: Geometry-Aware Pediatric Skull CT Reconstruction via Differentiable Back-Projection and Attention-Guided Refinement
Dong Yeong Kim, Jaewon Choi, Youmin Shin +5
Computed Tomography (CT) is essential for diagnosing pediatric craniofacial abnormalities, yet poses radiation risks to developing anatomies. Reconstructing 3D CT from sparse bi-pl…