Geodesic Paths for Image Segmentation with Implicit Region-based Homogeneity Enhancement

no code implementations • 16 Aug 2020 • Da Chen, Jian Zhu, Xinxin Zhang, Ming-Lei Shu, Laurent D. Cohen

Minimal paths are regarded as a powerful and efficient tool for boundary detection and image segmentation due to its global optimality and the well-established numerical solutions such as fast marching method.

Boundary Detection Image Segmentation +2

Trajectory Grouping with Curvature Regularization for Tubular Structure Tracking

no code implementations • 8 Mar 2020 • Li Liu, Da Chen, Ming-Lei Shu, Baosheng Li, Huazhong Shu, Michel Paques, Laurent D. Cohen

Tubular structure tracking is a crucial task in the fields of computer vision and medical image analysis.