ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors

International Conference on Computer Vision, pp. 9207-9216, 2019.

Cited by: 9|Views132
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Abstract:

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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