Gait Appearance for Recognition
ECCV '02 Proceedings of the International ECCV 2002 Workshop Copenhagen on Biometric Authentication
Silhouette Analysis-Based Gait Recognition for Human Identification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Synchronization of oscillations for machine perception of gaits
Computer Vision and Image Understanding
The HumanID Gait Challenge Problem: Data Sets, Performance, and Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Background Subtraction Using Markov Thresholds
WACV-MOTION '05 Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02
Improved Gait Recognition by Gait Dynamics Normalization
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gait recognition using linear time normalization
Pattern Recognition
Human gait recognition at sagittal plane
Image and Vision Computing
Human gait recognition based on matching of body components
Pattern Recognition
Outdoor recognition at a distance by fusing gait and face
Image and Vision Computing
Towards a measure of deformability of shape sequences
Pattern Recognition Letters
General Tensor Discriminant Analysis and Gabor Features for Gait Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Electronic Security and Digital Forensics
Computer Vision and Image Understanding
Gait analysis for human identification through manifold learning and HMM
Pattern Recognition
A full-body layered deformable model for automatic model-based gait recognition
EURASIP Journal on Advances in Signal Processing
Fusing gait and face cues for human gender recognition
Neurocomputing
Gait Recognition by Applying Multiple Projections and Kernel PCA
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Automatic detection of abnormal gait
Image and Vision Computing
Frontal-view gait recognition by intra- and inter-frame rectangle size distribution
Pattern Recognition Letters
Dynamic Texture Based Gait Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Gender Recognition Based on Fusion of Face and Multi-view Gait
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Hybrid Dynamical Models of Human Motion for the Recognition of Human Gaits
International Journal of Computer Vision
Analyzing Human Gait Using Patterns of Translation and Rotation
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Social signal processing: Survey of an emerging domain
Image and Vision Computing
Automatic Gait Recognition Using Weighted Binary Pattern on Video
AVSS '09 Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance
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
A study on gait-based gender classification
IEEE Transactions on Image Processing
Gait recognition based on time-frequency analysis
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Person identification from human walking sequences using affine moment invariants
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Zernike velocity moments for sequence-based description of moving features
Image and Vision Computing
Improved gait recognition by multiple-projections normalization
Machine Vision and Applications
Gait recognition based on the feature fusion
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Uncorrelated discriminant simplex analysis for view-invariant gait signal computing
Pattern Recognition Letters
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
Radar micro-Doppler for long range front-view gait recognition
BTAS'09 Proceedings of the 3rd IEEE international conference on Biometrics: Theory, applications and systems
Gait analysis for human identification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Performance analysis of time-distance gait parameters under different speeds
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Gait shape estimation for identification
AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Human shape tracking for gait recognition using active contours with mean shift
HCI'07 Proceedings of the 12th international conference on Human-computer interaction: intelligent multimodal interaction environments
Gender classification based on fusion of multi-view gait sequences
ACCV'07 Proceedings of the 8th Asian conference on Computer vision - Volume Part I
Human gait recognition using temporal slices
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
Infrared gait recognition based on wavelet transform and support vector machine
Pattern Recognition
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Gender recognition from gait using radon transform and relevant component analysis
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Gait recognition using Hough transform and principal component analysis
ICIC'09 Proceedings of the 5th international conference on Emerging intelligent computing technology and applications
Dynamic textures for human movement recognition
Proceedings of the ACM International Conference on Image and Video Retrieval
Efficient human action and gait analysis using multiresolution motion energy histogram
EURASIP Journal on Advances in Signal Processing - Special issue on video analysis for human behavior understanding
Self-calibrating view-invariant gait biometrics
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
Recognition of affect based on gait patterns
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on gait analysis
Cyclic articulated human motion tracking by sequential ancestral simulation
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Studies on silhouette quality and gait recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
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
Modelling the effects of walking speed on appearance-based gait recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Human attributes from 3D pose tracking
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Gait recognition based on outermost contour
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Robust Gait Recognition by Learning and Exploiting Sub-gait Characteristics
International Journal of Computer Vision
On automated model-based extraction and analysis of gait
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
Gait analysis of gender and age using a large-scale multi-view gait database
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Human recognition based on gait poses
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Gait identification using a novel gait representation: Radon transform of mean gait energy image
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Gender classification using a novel gait template: radon transform of mean gait energy image
ICIAR'11 Proceedings of the 8th international conference on Image analysis and recognition - Volume Part II
Proceedings of the 13th international conference on Ubiquitous computing
International Journal of Communication Networks and Distributed Systems
Human gait recognition using extraction and fusion of global motion features
Multimedia Tools and Applications
An attempt to segment foreground in dynamic scenes
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
Gait recognition using Pose Kinematics and Pose Energy Image
Signal Processing
Combining neural networks for gait classification
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Gait recognition using principal curves and neural networks
ISNN'06 Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II
Integrating local action elements for action analysis
Computer Vision and Image Understanding
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
Mining gait pattern for clinical locomotion diagnosis based on clustering techniques
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
Modelling the time-variant covariates for gait recognition
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
2D and 3d full-body gesture database for analyzing daily human gestures
ICIC'05 Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I
Predicting creativity in the wild: experience sample and sociometric modeling of teams
Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work
Gait recognition using procrustes shape analysis and shape context
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Human attributes from 3D pose tracking
Computer Vision and Image Understanding
A new approach for human identification using gait recognition
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part III
Dual phase learning for large scale video gait recognition
MMM'10 Proceedings of the 16th international conference on Advances in Multimedia Modeling
Combining wavelet velocity moments and reflective symmetry for gait recognition
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Frontal gait recognition combining 2D and 3D data
Proceedings of the on Multimedia and security
Human gait recognition via deterministic learning
Neural Networks
Recognizing human gender in computer vision: a survey
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Gender classification from pose-based GEIs
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Ethnicity classification based on a hierarchical fusion
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
A framework for online gait recognition based on multilinear tensor analysis
The Journal of Supercomputing
Gait recognition based on shape and motion analysis of silhouette contours
Computer Vision and Image Understanding
Human Activity Recognition Using Gait Pattern
International Journal of Computer Vision and Image Processing
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This paper describes a representation of gait appearance for the purpose of person identification and classification. This gait representation is based on simple features such as moments extracted from orthogonal view video silhouettes of human walking motion. Despite its simplicity, the resulting feature vector contains enough information to perform well on human identification and gender classification tasks. We explore the recognition behaviors of two different methods to aggregate features over time under different recognition tasks. We demonstrate the accuracy of recognition using gait video sequences collected over different days and times and under varying lighting environments. In addition, we show results for gender classification based our gait appearance features using a support-vector machine.