Projects

Projects and research tracks

Project pages connect analytical context, participants, related papers, and supporting materials.

Active2025-present

Dirichlet-field segmentation with uncertainty estimation

Variational and neural segmentation methods that combine Dirichlet uncertainty fields with anisotropic spatial regularization.

Ongoing2026.0

Scale-consistent edge-aware regularization

Analysis of discrete weighted energies under mesh refinement and design of resolution-robust anisotropic regularizers.