2 papers
cs.CV2015
Fast and Robust Fixed-Rank Matrix Recovery
German Ros, Julio Guerrero
We address the problem of efficient sparse fixed-rank (S-FR) matrix decomposition, i.e., splitting a corrupted matrix into an uncorrupted matrix of rank and a sparse ma…
cs.CV2014
Motion Estimation via Robust Decomposition with Constrained Rank
German Ros, Jose Alvarez, Julio Guerrero
In this work, we address the problem of outlier detection for robust motion estimation by using modern sparse-low-rank decompositions, i.e., Robust PCA-like methods, to impose glob…