51 citations · 153 across the 17 of their papers we have counts for
18 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…
Computing Geodesic Paths Encoding a Curvature Prior
Da Chen, Jean-Marie Mirebeau, Minglei Shu +1
In this paper, we introduce an efficient method for computing curves minimizing a variant of the Euler-Mumford elastica energy, with fixed endpoints and tangents at these endpoints…
Fast Marching Energy CNN
Nicolas Makaroff, Théo Bertrand, Laurent D. Cohen
Leveraging geodesic distances and the geometrical information they convey is key for many data-oriented applications in imaging. Geodesic distance computation has been used for lon…
Chan-Vese Attention U-Net: An attention mechanism for robust segmentation
Nicolas Makaroff, Laurent D. Cohen
When studying the results of a segmentation algorithm using convolutional neural networks, one wonders about the reliability and consistency of the results. This leads to questioni…