FastMask: Segment Object Multi-scale Candidates in One Shot

arXiv: Computer Vision and Pattern Recognition, Volume abs/1612.08843, 2016.

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Abstract:

Objects appear to scale differently in natural images. This fact requires methods dealing with object-centric tasks e.g. object proposal to have robust performance over scale variances of objects. In the paper we present a novel segment proposal framework, namely FastMask, which takes advantage of the hierarchical structure in deep convol...More

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