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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 132Source ↗PDF ↗Scholar ↗
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 157Source ↗PDF ↗Scholar ↗