Hiroki Kuhara

Separating background and foreground optical flow fields by low-rank and sparse regularization

We present a method for separating background and foreground optical flow fields induced by observer's egomotion and motion of objects, respectively. Optical flow is a vector field of instantaneous apparent motion computed from successive images. An optical flow field can be assumed as a linear comb…