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Analysis and recognition of walking movements | IEEE Conference Publication | IEEE Xplore

Analysis and recognition of walking movements


Abstract:

We present an approach for recognizing human walking movements using low-level motion regularities and constraints. Biomechanical features for classification are automati...Show More

Abstract:

We present an approach for recognizing human walking movements using low-level motion regularities and constraints. Biomechanical features for classification are automatically extracted from video sequences of walkers. A multiplicative classification rule using statistical distances is then used to determine whether an unknown motion is consistent with normal walking patterns. Recognition results are shown distinguishing walking examples across multiple speeds from other nonwalking locomotions.
Date of Conference: 11-15 August 2002
Date Added to IEEE Xplore: 10 December 2002
Print ISBN:0-7695-1695-X
Print ISSN: 1051-4651
Conference Location: Quebec City, QC, Canada

References

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