Semantic segmentation is a task that covers most of the perception needs intelligent vehicles in an unified way. Recent studies witnessed attention mechanisms achieve impressive performance computer vision task. Current based methods differ with each other position and form mechanism, perform differently practice. This paper firstly introduces effectiveness multi-scale context features tasks. W...