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Consistent Video Instance Segmentation with Inter-Frame Recurrent Attention. (arXiv:2206.07011v1 [cs.CV])
cs.CV updates on arXiv.org arxiv.org
Video instance segmentation aims at predicting object segmentation masks for
each frame, as well as associating the instances across multiple frames. Recent
end-to-end video instance segmentation methods are capable of performing object
segmentation and instance association together in a direct parallel sequence
decoding/prediction framework. Although these methods generally predict higher
quality object segmentation masks, they can fail to associate instances in
challenging cases because they do not explicitly model the temporal instance
consistency for adjacent frames. We propose a consistent …
arxiv attention consistent cv segmentation video video instance segmentation