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An Exploration into Model-Free Online Visual Object Tracking

Zhu, Gao

Description

This thesis presents a thorough investigation of model-free visual object tracking, a fundamental computer vision task that is essential for practical video analytics applications. Given the states of the object in the rst frame, e.g., the position and size of the target, the computational methods developed and advanced in this thesis aim at determining target states in consecutive video frames automatically. In contrast to the tracking schemes that depend...[Show more]

CollectionsOpen Access Theses
Date published: 2016
Type: Thesis (PhD)
URI: http://hdl.handle.net/1885/112128

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