An automatic image segmentation algorithm based on GrabCut

An automatic segmentation algorithm which combine visual attention mechanism and GrabCut is presented, in order to meet the automation needs of image segmentation. Firstly, using visual attention mechanism to get the initial target areas, and then compensate the edge of the areas, finally using GrabCut to get accurate segmentation results. The experimental results show that this method can finish the image segmentation automatically and has good accuracy.