Automatic gait recognition by symmetry analysis

被引：124

作者：

Hayfron-Acquah, JB ^{[1
]}

Nixon, MS ^{[1
]}

Carter, JN ^{[1
]}

机构：

[1] Univ Southampton, Dept Elect & Comp Sci, Image Speech & Intelligent Syst Grp, Southampton SO17 1BJ, Hants, England

来源：

PATTERN RECOGNITION LETTERS | 2003年 / 24卷 / 13期

关键词：

biometrics; symmetry operator; gait recognition;

D O I：

10.1016/S0167-8655(03)00086-2

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We describe a new method for automatic gait recognition based on analysing the symmetry of human motion using the Generalised Symmetry Operator. This approach is reinforced by the psychologists' view that gait is a symmetrical pattern of motion and results show that gait can indeed be recognised by symmetry analysis. (C) 2003 Elsevier Science B.V. All rights reserved.

引用

页码：2175 / 2183

页数：9

共 14 条

[1]

BENABDELKADER C, 2001, 3 INT C AUD VID BAS, P289

[2]

CUNADO D, 1999, P AUT IEEE WORKSH AU, P27

[3] BIOMECHANICAL INVARIANT FOR GAIT PERCEPTION [J].

CUTTING, JE ;

PROFFITT, DR ;

KOZLOWSKI, LT .

JOURNAL OF EXPERIMENTAL PSYCHOLOGY-HUMAN PERCEPTION AND PERFORMANCE, 1978, 4 (03) :357-372

[4]

HAYFRONACQUAH J, 2001, 3 INT C AUD VID BAS, P272

[5]

HUANG PS, 1999, IEE P VISP APR, P93

[6]

JOHNSON AY, 2001, 3 INT C AUD VID BAS, P301

[7]

Kepp, 2000, P 4 IEEE SW S IM AN, P291, DOI DOI 10.1109/IAI.2000.839618

[8]

LITTLE J, 1998, VIDERE INT J COMPUT, V2, P83

[9] Moving object recognition in eigenspace representation: Gait analysis and lip reading [J].

Murase, H ;

Sakai, R .

PATTERN RECOGNITION LETTERS, 1996, 17 (02) :155-162

[10]

Murray M P, 1967, Am J Phys Med, V46, P290

← 1 2 →