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Robust motion segmentation with subspace constraints

Ji, Pan

Description

Motion segmentation is an important task in computer vision with many applications such as dynamic scene understanding and multi-body structure from motion. When the point correspondences across frames are given, motion segmentation can be addressed as a subspace clustering problem under an affine camera model. In the first two parts of this thesis, we target the general subspace clustering problem and propose two novel methods, namely Efficient Dense Subspace...[Show more]

CollectionsOpen Access Theses
Date published: 2016
Type: Thesis (PhD)
URI: http://hdl.handle.net/1885/111079

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