The visual analysis of human movement: a survey
Computer Vision and Image Understanding
Human motion analysis: a review
Computer Vision and Image Understanding
Automatic Gait Recognition by Symmetry Analysis
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Extended Model-Based Automatic Gait Recognition of Walking and Running
AVBPA '01 Proceedings of the Third International Conference on Audio- and Video-Based Biometric Person Authentication
Gait-Based Recognition of Humans Using Continuous HMMs
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
Fourier Descriptors for Plane Closed Curves
IEEE Transactions on Computers
Improved Gait Recognition by Gait Dynamics Normalization
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feasibility analysis of human motion identification using motion capture
MIC'06 Proceedings of the 25th IASTED international conference on Modeling, indentification, and control
Gait recognition for human identification based on ICA and fuzzy SVM through multiple views fusion
Pattern Recognition Letters
Frontal-view gait recognition by intra- and inter-frame rectangle size distribution
Pattern Recognition Letters
Gait recognition based on time-frequency analysis
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Movement identification analysis based on motion capture
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Magnitude and phase spectra of foot motion for gait recognition
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Gait recognition using wavelet descriptors and independent component analysis
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Gait recognition using a view transformation model in the frequency domain
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Gait recognition using spectral features of foot motion
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
ICNC'05 Proceedings of the First international conference on Advances in Natural Computation - Volume Part I
The different possibilities for gait identification based on motion capture
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part II
Reducing the effect of noise on human contour in gait recognition
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Gait recognition via optimally interpolated deformable contours
Pattern Recognition Letters
Gait recognition based on shape and motion analysis of silhouette contours
Computer Vision and Image Understanding
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We describe a new method for Automatic Gait Recognition based around the use of Fourier descriptors that model the periodic deformation of human gait. Fourier descriptors have been used successfully in the past to model the boundary of static or moving, rigid-bodied objects, but many objects actually deform in some way as they move. Here we use Fourier descriptors to model not only the object's boundary, but also the spatio-temporal deformations under which the object's boundary is subjected. We applied this new method to the Large Gait Database, compiled at the University of Southampton, and found that the Fourier descriptors obtained for each person appear to be unique and can be used for recognition. Successful recognition rates of over 85% were obtained from the Large Gait Database using only a small set of descriptors.