Nicholas P. Bertrand

Sparse Dynamic Filtering via Earth Mover's Distance Regularization

Tracking time-varying signals is an important task for practical systems working with large discretized domains. Under such settings, sparsity-based approaches improve tracking accuracy since typically few targets appear in the scene (i.e. few locations in the discretized space are occupied). Discre…