Orientation invariant gait matching

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United States of America Patent

PATENT NO 9877668
SERIAL NO

14944701

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Abstract

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Aspects of gait matching are described herein. In one embodiment, a method of gait matching includes identifying a gait cycle timing in a data sequence captured by an inertial sensor, splitting the data sequence into a gait cycle segment, resampling the gait cycle segment, and estimating a rotation matrix for the resampled gait cycle segment. The rotation matrix, in one embodiment, can be estimated by minimizing a root mean squared deviation between the resampled gait cycle segment and a reference gait cycle segment using the Kabsch algorithm, for example. The method further includes calculating an aligned gait cycle segment from the resampled gait cycle segment using the rotation matrix, and generating a similarity measure between the aligned gait cycle segment and the reference gait cycle segment. The Kabsch algorithm can be used to minimize error and reduce identity authentication errors.

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Patent Owner(s)

  • UNIVERSITY OF SOUTH FLORIDA

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Labrador, Miguel A Tampa, US 4 112
Sarkar, Sudeep Tampa, US 10 224
Subramanian, Ravichandran Tampa, US 2 11

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