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ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors.
International Conference on Computer Vision, (2019): 9207-9216
Instance segmentation aims to detect and segment individual objects in a scene. Most existing methods rely on precise mask annotations of every category. However, it is difficult and costly to segment objects in novel categories because a large number of mask annotations is required. We introduce ShapeMask, which learns the intermediate c...More
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