Meta Learning with Differentiable Closed-form Solver for Fast Video Object Segmentation

Yu Liu,Lingqiao Liu,Haokui Zhang,Hamid Rezatofighi,Qingsen Yan,Ian Reid,Yu Liu,Lingqiao Liu,Haokui Zhang,Hamid Rezatofighi,Qingsen Yan,Ian Reid

Video object segmentation plays a vital role to many robotic tasks, beyond the satisfied accuracy, quickly adapt to the new scenario with very limited annotations and conduct a quick inference are also important. In this paper, we are specifically concerned with the task of fast segmenting all pixels of a target object in all frames, given the annotation mask in the first frame. Even when such ann...