Image segmentation is one of the fundamental steps toward scene understanding of machines. By doing image segmentation, machines transit from the abstract image categorization toward more grounded pixel-level classification, in which each pixel is labeled by considering its local neighborhood, image context, scene composition as well as available low-level (pixel…