Before revision:  Although pixel-wise motion segmentation has been studied in the literature, it is not dealt with at instance level, which would help separate connected segments of moving objects leading to better trajectory planning.
After revision:  Although pixel-wise motion segmentation has been studied in autonomous driving literature, it is not dealt with at instance level, which would help separate connected segments of moving objects leading to better trajectory planning.