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Alexey Vorobyov

2 accepted papers

2018

Instance Embedding Transfer to Unsupervised Video Object Segmentation

CVPR 2018poster

We propose a method for unsupervised video object segmentation by transferring the knowledge encapsulated in image-based instance embedding networks. The instance embedding network produces an embedding vector for each pixel that enables identifying all pixels belonging to the same object. Though tr…

Cited by 132SourcePDFScholar
2018

Unsupervised Video Object Segmentation with Motion-based Bilateral Networks

ECCV 2018poster

In this work, we study the unsupervised video object segmentation problem where moving objects are segmented without prior knowledge of these objects. First, we propose a motion-based bilateral network to estimate the background based on the motion pattern of non-object regions. The bilateral networ…

Cited by 157SourcePDFScholar