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CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing [article]

Kevin Duarte, Yogesh S Rawat, Mubarak Shah
2019 arXiv   pre-print
In this work we propose a capsule-based approach for semi-supervised video object segmentation.  ...  To this end, we propose a video based capsule network, CapsuleVOS, which can segment several frames at once conditioned on a reference frame and segmentation mask.  ...  Introduction Semi-supervised video object segmentation aims to segment objects in a video, given their segmentation masks for the first frame.  ... 
arXiv:1910.00132v1 fatcat:jyubyxoppbfv5emolwinao664e