Total variation based tensor decomposition for multi-dimensional data with time dimension

Chuan Chen, Xutao Li, Michael K. Ng, Xiaoming Yuan

Abstract: In this paper, we study tensors with time dimension which arises in many scientific and engineering applications such as time series gene expression analysis and video analysis. In these applications...