revise：In order to effectively carry out multi-task learning we use an end-to-end method combined with IIL to jointly supervise and learn the two branches In particular both the edge feature map and t

To effectively implement multi-task learning, we employ an end-to-end approach that combines IIL to provide joint supervision and learning for both branches. Specifically, we represent both the edge feature map and the segmented feature map using binary values.