单图显著性检测+视频显著性检测

特征融合：边缘特征和图形特征的融合

Wu, Zhe, L. Su and Qingming Huang. “Stacked Cross Refinement Network for Edge-Aware Salient Object Detection.” 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (2019): 7263-7272.

用视频中的动态信息引导单图中的显著性检测

• CRF（条件随机场可以优化深度学习方法的显著性检测结果）
• MAG（Motion Guide Attention）

H. Li, G. Chen, G. Li and Y. Yu, "Motion Guided Attention for Video Salient Object Detection," 2019 IEEE/CVF International Conference on Computer Vision (ICCV), Seoul, Korea (South), 2019, pp. 7273-7282, doi: 10.1109/ICCV.2019.00737.