Robust Foreground-Background Separation for Severely-Degraded Videos Using Convolutional Sparse Representation Modeling

Kazuki Naganuma, Shunsuke Ono

This paper proposes a foreground-background separation (FBS) method with a novel foreground model based on convolutional sparse representation (CSR). In order to analyze the dynami…