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AMFG
2007
IEEE

Human Perambulation as a Self Calibrating Biometric

13 years 10 months ago
Human Perambulation as a Self Calibrating Biometric
Abstract. This paper introduces a novel method of single camera gait reconstruction which is independent of the walking direction and of the camera parameters. Recognizing people by gait has unique advantages with respect to other biometric techniques: the identification of the walking subject is completely unobtrusive and the identification can be achieved at distance. Recently much research has been conducted into the recognition of frontoparallel gait. The proposed method relies on the very nature of walking to achieve the independence from walking direction. Three major assumptions have been done: human gait is cyclic; the distances between the bone joints are invariant during the execution of the movement; and the articulated leg motion is approximately planar, since almost all of the perceived motion is contained within a single limb swing plane. The method has been tested on several subjects walking freely along six different directions in a small enclosed area. The results show...
Michela Goffredo, Nicholas Spencer, Daniel Pearce,
Added 02 Jun 2010
Updated 02 Jun 2010
Type Conference
Year 2007
Where AMFG
Authors Michela Goffredo, Nicholas Spencer, Daniel Pearce, John N. Carter, Mark S. Nixon
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