Before revision:  We propose a novel way to solve this problem on visual and inertial data simultaneously in a statistical sense , by casting it into the renormalization scheme of Kanatani.
After revision:  We propose a novel way to solve this problem on visual and inertial data simultaneously , by casting it into the renormalization scheme of Kanatani.