A hierarchical approach to line extraction based on the Hough transform
Computer Vision, Graphics, and Image Processing
Fourier principles for emotion-based human figure animation
SIGGRAPH '95 Proceedings of the 22nd annual conference on Computer graphics and interactive techniques
Moving object recognition in eigenspace representation: gait analysis and lip reading
Pattern Recognition Letters
The Active Recovery of 3D Motion Trajectories and Their Use in Prediction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Dynamic feature extraction via the velocity Hough transform
Pattern Recognition Letters
Human motion analysis: a review
Computer Vision and Image Understanding
A survey of computer vision-based human motion capture
Computer Vision and Image Understanding - Modeling people toward vision-based underatanding of a person's shape, appearance, and movement
Genetic Algorithms in Search, Optimization and Machine Learning
Genetic Algorithms in Search, Optimization and Machine Learning
Biometrics, Personal Identification in Networked Society: Personal Identification in Networked Society
Extending the Feature Vector for Automatic Face Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using Gait as a Biometric, via Phase-weighted Magnitude Spectra
AVBPA '97 Proceedings of the First International Conference on Audio- and Video-Based Biometric Person Authentication
A Genetic Algorithm with Sharing for the Detection of 2D Geometric Primitives in Images
AE '95 Selected Papers from the European conference on Artificial Evolution
Describing motion for recognition
ISCV '95 Proceedings of the International Symposium on Computer Vision
Synchronization of oscillations for machine perception of gaits
Computer Vision and Image Understanding
Curve spreads: a biometric from front-view gait video
Pattern Recognition Letters
A Model (In)Validation Approach to Gait Classification
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 using linear time normalization
Pattern Recognition
3D Periodic Human Motion Reconstruction from 2D Motion Sequences
Neural Computation
Generic temporal segmentation of cyclic human motion
Pattern Recognition
Biometric technologies and applications
AIAP'07 Proceedings of the 25th conference on Proceedings of the 25th IASTED International Multi-Conference: artificial intelligence and applications
Personal and Ubiquitous Computing
General Tensor Discriminant Analysis and Gabor Features for Gait Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Biometric daemons: authentication via electronic pets
CHI '08 Extended Abstracts on Human Factors in Computing Systems
International Journal of Electronic Security and Digital Forensics
A full-body layered deformable model for automatic model-based gait recognition
EURASIP Journal on Advances in Signal Processing
Biometric daemons: authentication via electronic pets
UPSEC'08 Proceedings of the 1st Conference on Usability, Psychology, and Security
Active-Vision System Reconfiguration for Form Recognition in the Presence of Dynamic Obstacles
AMDO '08 Proceedings of the 5th international conference on Articulated Motion and Deformable Objects
Human Motion Analysis Using Eroded and Restored Skeletons
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
Synchronization of oscillations for machine perception of gaits
Computer Vision and Image Understanding
A channel coding approach for human authentication from gait sequences
IEEE Transactions on Information Forensics and Security
Bio-inspired Connectionist Architecture for Visual Detection and Refinement of Shapes
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Extraction and Classification of Human Gait Features
IVIC '09 Proceedings of the 1st International Visual Informatics Conference on Visual Informatics: Bridging Research and Practice
Person identification from human walking sequences using affine moment invariants
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Representing cyclic human motion using functional analysis
Image and Vision Computing
Gait recognition based on the feature fusion
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Model-based feature extraction for gait analysis and recognition
MIRAGE'07 Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques
Movement identification analysis based on motion capture
EUROCAST'07 Proceedings of the 11th international conference on Computer aided systems theory
Relative Margin Support Tensor Machines for gait and action recognition
Proceedings of the ACM International Conference on Image and Video Retrieval
Vs-star: A visual interpretation system for visual surveillance
Pattern Recognition Letters
Action and gait recognition from recovered 3-D human joints
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
Model-based human gait recognition using leg and arm movements
Engineering Applications of Artificial Intelligence
What image information is important in silhouette-based gait recognition?
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
On automated model-based extraction and analysis of gait
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
3D tracking for gait characterization and recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Advances in automatic gait recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Gait style and gait content: bilinear models for gait recognition using gait re-sampling
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Combining histograms of oriented gradients with global feature for human detection
MMM'11 Proceedings of the 17th international conference on Advances in multimedia modeling - Volume Part II
Biometric system for person recognition using gait
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Improved gait recognition with automatic body joint identification
IVIC'11 Proceedings of the Second international conference on Visual informatics: sustaining research and innovations - Volume Part I
Person recognition using human head motion information
AMDO'06 Proceedings of the 4th international conference on Articulated Motion and Deformable Objects
A new method for human gait recognition using temporal analysis
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Matching gait image sequences in the frequency domain for tracking people at a distance
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
A novel gait recognition method via fusing shape and kinematics features
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I
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
Towards scalable view-invariant gait recognition: multilinear analysis for gait
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Modelling the time-variant covariates for gait recognition
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
ASB'03 Proceedings of the 1st international conference on Advanced Studies in Biometrics
Robustness of biometric gait authentication against impersonation attack
OTM'06 Proceedings of the 2006 international conference on On the Move to Meaningful Internet Systems: AWeSOMe, CAMS, COMINF, IS, KSinBIT, MIOS-CIAO, MONET - Volume Part I
Cyclostationary processes on shape spaces for gait-based recognition
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part II
Model-Based approaches for predicting gait changes over time
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
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
Identifying walk cycles for human recognition
PAISI'12 Proceedings of the 2012 Pacific Asia conference on Intelligence and Security Informatics
Frontal gait recognition combining 2D and 3D data
Proceedings of the on Multimedia and security
Pattern Recognition Letters
Human gait recognition via deterministic learning
Neural Networks
Gait identification using shadow biometrics
Pattern Recognition Letters
Walker recognition without gait cycle estimation
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Uniprojective features for gait recognition
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
An unobtrusive Android person verification using accelerometer based gait
Proceedings of the 10th International Conference on Advances in Mobile Computing & Multimedia
Gait recognition based on shape and motion analysis of silhouette contours
Computer Vision and Image Understanding
International Journal of Automation and Computing
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Using gait as a biometric is of emerging interest. We describe a new model-based moving feature extraction analysis is presented that automatically extracts and describes human gait for recognition. The gait signature is extracted directly from the evidence gathering process. This is possible by using a Fourier series to describe the motion of the upper leg and apply temporal evidence gathering techniques to extract the moving model from a sequence of images. Simulation results highlight potential performance benefits in the presence of noise. Classification uses the k-nearest neighbour rule applied to the Fourier components of the motion of the upper leg. Experimental analysis demonstrates that an improved classification rate is given by the phase-weighted Fourier magnitude information over the use of the magnitude information alone. The improved classification capability of the phase-weighted magnitude information is verified using statistical analysis of the separation of clusters in the feature space. Furthermore, the technique is shown to be able to handle high levels of occlusion, which is of especial importance in gait as the human body is self-occluding. As such, a new technique has been developed to automatically extract and describe a moving articulated shape, the human leg, and shown its potential in gait as a biometric.