4 papers
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…
Computing Smooth Geodesics under Two-Sided Curvature Bounds with Applications to Robotics and Image Analysis
Da Chen, Zhenjiang Li, Jean-Marie Mirebeau +4
Curvature of planar curves serves as a key regularization term for computing second-order minimal paths, due to its tight relevance to desirable geometric properties such as smooth…
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…
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…