Moving Object Detection Through Robust Matrix Completion Augmented With Objectness

Volume: 12, Issue: 6, Pages: 1313 - 1323
Published: Dec 1, 2018
Abstract
We present a novel approach for unsupervised detection of moving objects with nonsalient movements (e.g., rodents in their home cage). The proposed approach starts with separating the moving object from its background by modeling the background in a computationally efficient way. The background modeling is based on the assumption that background in natural videos lies on a low-dimensional subspace. We formulated and solved this problem using a...
Paper Details
Title
Moving Object Detection Through Robust Matrix Completion Augmented With Objectness
Published Date
Dec 1, 2018
Volume
12
Issue
6
Pages
1313 - 1323
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