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Title: Image motion analysis using inertial sensors
Author: Saunders, Thomas
ISNI:       0000 0004 5923 4039
Awarding Body: University of Bath
Current Institution: University of Bath
Date of Award: 2015
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Understanding the motion of a camera from only the image(s) it captures is a di cult problem. At best we might hope to estimate the relative motion between camera and scene if we assume a static subject, but once we start considering scenes with dynamic content it becomes di cult to di↵erentiate between motion due to the observer or motion due to scene movement. In this thesis we show how the invaluable cues provided by inertial sensor data can be used to simplify motion analysis and relax requirements for several computer vision problems. This work was funded by the University of Bath.
Supervisor: Hall, Peter Sponsor: Not available
Qualification Name: Thesis (Ph.D.) Qualification Level: Doctoral
EThOS ID:  DOI: Not available
Keywords: inertial sensors ; computer vision ; image segmentation ; cuda ; Image processing ; optical flow ; optical flow confidence