A Dictionary-Based Generalization of Robust PCA with Applications to Target Localization in Hyperspectral Imaging

Sirisha Rambhatla, Xingguo Li, Jineng Ren +1

We consider the decomposition of a data matrix assumed to be a superposition of a low-rank matrix and a component which is sparse in a known dictionary, using a convex demixing met…