Links to Project Pages
An extension of low-rank matrix completion to the case where the data lies on a low-dimensional algebraic variety. This includes data belonging to a union of low-dimensional subspaces, and other low-dimensional algebraic curves and surfaces.
Code
An extension of the finite-rate-of-innovation (FRI) framework to a class of multi-dimensional piecewise smooth image models.
(project page coming soon)
An efficient extension of the total variation regularization penalty to higher order derivatives for use in inverse problems in imaging.
Link to CBIG Project Page
Github Code