Machine Learning.
objects move This recent paper (April 2017) trains unsupervised models by looking at motion of objects in videos. Motion is extracted as optical flow, and used as a segmentation mask for moving objects. Even though optical flow signal does not give anywhere close to a good segmentation mask, the