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cs.CV2026
Mask Proposal Voting Based on Geodesic Framework for Robust Image Segmentation
Li Liu, Mingzhu Wang, Zhenjiang Li +2
Despite great advances, finding accurate segmentation remains a challenging task, especially in scenarios with cluttered backgrounds, complex intensity variations and topology appe…
cs.CV2026
Geodesics with Unified Tangent-constrained Priors and Curvature Regularization
Chong Di, Li Liu, Jinglin Zhang +3
Curvature-penalized geodesic models have proven their effectiveness in image segmentation by computing globally optimal curves. Unfortunately, these models remain susceptible to sh…
cs.CV2025
Dynamic Exploration on Segment-Proposal Graphs for Tubular Centerline Tracking
Chong Di, Jinglin Zhang, Zhenjiang Li +3
Optimal curve methods provide a fundamental framework for tubular centerline tracking. Point-wise approaches, such as minimal paths, are theoretically elegant but often suffer from…