Automatic gait recognition using area-based metrics
Pattern Recognition Letters
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
Matching Shape Sequences in Video with Applications in Human Movement Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Individual Recognition Using Gait Energy Image
IEEE Transactions on Pattern Analysis and Machine Intelligence
Improved Gait Recognition by Gait Dynamics Normalization
IEEE Transactions on Pattern Analysis and Machine Intelligence
Soft biometrics-combining body weight and fat measurements with fingerprint biometrics
Pattern Recognition Letters
Multiview fusion for canonical view generation based on homography constraints
Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks
Gait recognition using linear time normalization
Pattern Recognition
Human gait recognition at sagittal plane
Image and Vision Computing
Outdoor recognition at a distance by fusing gait and face
Image and Vision Computing
Gait recognition using image self-similarity
EURASIP Journal on Applied Signal Processing
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
Unobtrusive multimodal biometric authentication: the HUMABIO project concept
EURASIP Journal on Advances in Signal Processing
Contour graph based human tracking and action sequence recognition
Pattern Recognition
A New Combined Fractal Scale Descriptor for Gait Sequence
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
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
Performance analysis for gait in camera networks
AREA '08 Proceedings of the 1st ACM workshop on Analysis and retrieval of events/actions and workflows in video streams
Action Recognition Using a Bio-Inspired Feedforward Spiking Network
International Journal of Computer Vision
Dynamic Texture Based Gait Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
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
Extraction and Classification of Human Gait Features
IVIC '09 Proceedings of the 1st International Visual Informatics Conference on Visual Informatics: Bridging Research and Practice
Identification of humans using infrared gait recognition
VECIMS'09 Proceedings of the 2009 IEEE international conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems
Person identification from human walking sequences using affine moment invariants
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
Detecting load conditions in human walking using expectation maximization and neural networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Representing cyclic human motion using functional analysis
Image and Vision Computing
Improved gait recognition by multiple-projections normalization
Machine Vision and Applications
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
Human perambulation as a self calibrating biometric
AMFG'07 Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures
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
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
Performance analysis for automated gait extraction and recognition in multi-camera surveillance
Multimedia Tools and Applications
On efficient use of multi-view data for activity recognition
Proceedings of the Fourth ACM/IEEE International Conference on Distributed Smart Cameras
Model-based human gait recognition using leg and arm movements
Engineering Applications of Artificial Intelligence
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
Statistical feature fusion for gait-based human recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
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
Amplitude spectrum-based gait 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
Face contour construction with multiple information
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
Human recognition based on gait poses
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Human gait recognition using extraction and fusion of global motion features
Multimedia Tools and Applications
Gait recognition using Pose Kinematics and Pose Energy Image
Signal Processing
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
HMM-Based gait recognition with human profiles
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Gait recognition using hidden markov model
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I
Contour construction based on adaptive grids
ICNC'06 Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II
Gesture signature for ambient intelligence applications: a feasibility study
PERVASIVE'06 Proceedings of the 4th international conference on Pervasive Computing
A new combinatorial approach to supervised learning: application to gait recognition
AMFG'05 Proceedings of the Second international conference on Analysis and Modelling of Faces and Gestures
Gait recognition using view distance vectors
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I
Reconstruction of 3d human body pose for gait recognition
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Automatic gait recognition by multi-projection analysis
IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems
A novel approach on silhouette based human motion analysis for gait recognition
ISVC'05 Proceedings of the First international conference on Advances in Visual Computing
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
Gait recognition by combining classifiers based on environmental contexts
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
A new approach to human motion sequence recognition with application to diving actions
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
LLE based gait analysis and recognition
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
Person de-identification in videos
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Silhouette-Based method for object classification and human action recognition in video
ECCV'06 Proceedings of the 2006 international conference on Computer Vision in Human-Computer Interaction
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
A new attempt to silhouette-based gait recognition for human identification
AI'06 Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence
Combining wavelet velocity moments and reflective symmetry for gait recognition
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Model-Based approaches for predicting gait changes over time
IWBRS'05 Proceedings of the 2005 international conference on Advances in Biometric Person Authentication
Human gait recognition via deterministic learning
Neural Networks
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
Gender classification from pose-based GEIs
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Robust gait recognition via discriminative set matching
Journal of Visual Communication and Image Representation
A framework for online gait recognition based on multilinear tensor analysis
The Journal of Supercomputing
A semantic framework for intelligent matchmaking for clinical trial eligibility criteria
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
An Analysis of Different Approaches to Gait Recognition Using Cell Phone Based Accelerometers
Proceedings of International Conference on Advances in Mobile Computing & Multimedia
Gait recognition based on shape and motion analysis of silhouette contours
Computer Vision and Image Understanding
Journal of Visual Communication and Image Representation
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Our goal is to establish a simple baseline method for human identification based on body shape and gait. This baseline recognition method provides a lower bound against which to evaluate more complicated procedures. We present a viewpoint dependent technique based on template matching of body silhouettes. Cyclic gait analysis is performed to extract key frames from a test sequence. These frames are compared to training frames using normalized correlation, and subject classification is performed by nearest neighbor matching among correlation scores. The approach implicitly captures biometric shape cues such as body height, width, and body-part proportions, as well as gait cues such as stride length and amount of arm swing. We evaluate the method on four databases with varying viewing angles, background conditions (indoors and outdoors), walk styles and pixels on target.