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Efficient multi-level scene understanding in videos

Liu, Buyu


Automatic video parsing is a key step towards human-level dynamic scene understanding, and a fundamental problem in computer vision. A core issue in video understanding is to infer multiple scene properties of a video in an efficient and consistent manner. This thesis addresses the problem of holistic scene understanding from monocular videos, which jointly reason about semantic and geometric scene properties from multiple levels, including pixelwise annotation of video frames, object instance...[Show more]

CollectionsOpen Access Theses
Date published: 2016
Type: Thesis (PhD)
DOI: 10.25911/5d7635289bae2


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