Tracking Faces in Grayscale Video Sequences with \"Binary Direction Vectors\" : Introduction and Evaluation of Binary Direction Vectors as a New Local Structural Feature for Tracking Faces with the "OpenCV CAMSHIFT Tracker"

Language: English

Published by VDM Verlag Dr. Müller, VDM Verlag Dr. Müller E.K., 2008

3836499320 / 9783836499323

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Neuware - This diploma thesis introduces a novel, color-independent feature for image analysis.Furthermore, it describes an application prototypeusing this feature for face-tracking and itsextensive evaluation.The main achievement of this thesis is thedevelopment of an alternative, simple and robustbasis for face-tracking solutions and other imageprocessing purposes. This novel method allows theencoding of local, structural features that arerecognizeable in gray-scale images as so-calledBinary Direction Vectors (BDVs). Thisrepresentationof structural information is successfully combinedwith the existing tracking algorithm 'OpenCVCAMSHIFT Tracker', to demonstrate the simplehandling of BDVs. The tracking precision of theCAMSHIFT/BDV combination is increased by modifyingthe statistical analysis that is used by thetracking algorithm.The supremacy of the modified version of thetracking algorithm over the original version isproved with an extensive empirical evaluation.Theseevaluation series also demonstrate how trackingsystems can be compared in a precise andscientifically founded way.…

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Title
Tracking Faces in Grayscale Video Sequences with \"Binary Direction Vectors\" : Introduction and Evaluation of Binary Direction Vectors as a New Local Structural Feature for Tracking Faces with the "OpenCV CAMSHIFT Tracker"
Author
Hajo Hoffmann
Publisher
VDM Verlag Dr. Müller, VDM Verlag Dr. Müller E.K.
Publication year
2008
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3836499320
ISBN 13
9783836499323
Item weight
173 grams
Dimensions
220x150x6 mm

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