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Delay compensation in mobile face tracking

Spil, Gino van (2017) Delay compensation in mobile face tracking.

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Abstract:Facial landmark localization is not possible in real-time using only facial landmark detectors. A tracker can be used to follow the landmarks in real-time. When a tracker is used the computation time of the landmark detector still has an influence on the results of the tracker since it will use older data. In this paper a method is proposed to handle this delay that is created by the detector. A buffer will be used to store images during the detection time, which will then be used by a tracking algorithm to catch up with the real-time incoming frames. An experiment has been performed to compare the performance of this method with other methods. The proposed method does outperform the other methods in some occasions.
Item Type:Essay (Bachelor)
Faculty:EEMCS: Electrical Engineering, Mathematics and Computer Science
Subject:50 technical science in general, 53 electrotechnology, 54 computer science
Programme:Electrical Engineering BSc (56953)
Link to this item:http://purl.utwente.nl/essays/76034
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