Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Recognition of Human Movement Using Temporal Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Silhouette-Based Human Identification from Body Shape and Gait
FGR '02 Proceedings of the Fifth IEEE International Conference on Automatic Face and Gesture Recognition
The HumanID Gait Challenge Problem: Data Sets, Performance, and Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Performance prediction for individual recognition by gait
Pattern Recognition Letters
Statistical feature fusion for gait-based human recognition
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Physical models for moving shadow and object detection in video
IEEE Transactions on Pattern Analysis and Machine Intelligence
Flexible test-bed for unusual behavior detection
Proceedings of the 6th ACM international conference on Image and video retrieval
Feature fusion of side face and gait for video-based human identification
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
Frame difference energy image for gait recognition with incomplete silhouettes
Pattern Recognition Letters
Multilinear Tensor-Based Non-parametric Dimension Reduction for Gait Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Quantifying Gait Similarity: User Authentication and Real-World Challenge
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
A channel coding approach for human authentication from gait sequences
IEEE Transactions on Information Forensics and Security
Factorial HMM and parallel HMM for gait recognition
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A study on gait-based gender classification
IEEE Transactions on Image Processing
Rate-invariant recognition of humans and their activities
IEEE Transactions on Image Processing
Biometric Gait Recognition with Carrying and Clothing Variants
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Gait analysis for human walking paths and identities recognition
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Wavelet analysis of cyclic human gait for recognition
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
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
Distance approximating dimension reduction of Riemannian manifolds
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Boosting discriminant learners for gait recognition using MPCA features
Journal on Image and Video Processing - Special issue on video-based modeling, analysis, and recognition of human motion
Variable silhouette energy image representations for recognizing human actions
Image and Vision Computing
Fast communication: Active energy image plus 2DLPP for gait recognition
Signal Processing
Gait identification based on multi-view observations using omnidirectional camera
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
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
An efficient gait recognition with backpack removal
EURASIP Journal on Advances in Signal Processing
Relative Margin Support Tensor Machines for gait and action recognition
Proceedings of the ACM International Conference on Image and Video Retrieval
Enhanced gait recognition based on weighted dynamic feature
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Human action recognition using ordinal measure of accumulated motion
EURASIP Journal on Advances in Signal Processing - Special issue on video analysis for human behavior understanding
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
Gait recognition without subject cooperation
Pattern Recognition Letters
Low-resolution gait recognition
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
Chrono-gait image: a novel temporal template for gait recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Gait recognition based on improved dynamic Bayesian networks
Pattern Recognition
Gait flow image: A silhouette-based gait representation for human identification
Pattern Recognition
Gait-based human age estimation
IEEE Transactions on Information Forensics and Security
The human action image and its application to motion recognition
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
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
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
Frontal view gait based recognition using PCA
ACAI '11 Proceedings of the International Conference on Advances in Computing and Artificial Intelligence
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
The online gait measurement for characteristic gait animation synthesis
Proceedings of the 2011 international conference on Virtual and mixed reality: new trends - Volume Part I
Gait recognition using Pose Kinematics and Pose Energy Image
Signal Processing
Integrating local action elements for action analysis
Computer Vision and Image Understanding
Gait recognition using procrustes shape analysis and shape context
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Pattern Recognition Letters
Robust gait recognition using gait energy image and band-limited phase-only correlation
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Gait-based action recognition via accelerated minimum incremental coding length classifier
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
A cascade fusion scheme for gait and cumulative foot pressure image recognition
Pattern Recognition
Higher rank Support Tensor Machines for visual recognition
Pattern Recognition
Depth information in human gait analysis: an experimental study on gender recognition
ICIAR'12 Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II
An adaptive system for gait recognition in multi-view environments
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
Partitioning gait cycles adaptive to fluctuating periods and bad silhouettes
ICB'07 Proceedings of the 2007 international conference on Advances in Biometrics
Recognizing human gender in computer vision: a survey
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
Person identification using full-body motion and anthropometric biometrics from kinect videos
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
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
Gait recognition based on partitioned weighting gait energy image
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Gait recognition via optimally interpolated deformable contours
Pattern Recognition Letters
Robust gait recognition via discriminative set matching
Journal of Visual Communication and Image Representation
Two-layer dual gait generative models for human motion estimation from a single camera
Image and Vision Computing
Feature subset selection applied to model-free gait recognition
Image and Vision Computing
Gait recognition using description of shape synthesized by planar homography
The Journal of Supercomputing
Gait recognition based on shape and motion analysis of silhouette contours
Computer Vision and Image Understanding
Pose Depth Volume extraction from RGB-D streams for frontal gait recognition
Journal of Visual Communication and Image Representation
Journal of Visual Communication and Image Representation
Active Rare Class Discovery and Classification Using Dirichlet Processes
International Journal of Computer Vision
A speed invariant human identification system using gait biometrics
International Journal of Computational Vision and Robotics
Editor's Choice Article: A survey of approaches and trends in person re-identification
Image and Vision Computing
Hi-index | 0.14 |
In this paper, we propose a new spatio-temporal gait representation, called Gait Energy Image (GEI), to characterize human walking properties for individual recognition by gait. To address the problem of the lack of training templates, we also propose a novel approach for human recognition by combining statistical gait features from real and synthetic templates. We directly compute the real templates from training silhouette sequences, while we generate the synthetic templates from training sequences by simulating silhouette distortion. We use a statistical approach for learning effective features from real and synthetic templates. We compare the proposed GEI-based gait recognition approach with other gait recognition approaches on USF HumanID Database. Experimental results show that the proposed GEI is an effective and efficient gait representation for individual recognition, and the proposed approach achieves highly competitive performance with respect to the published gait recognition approaches.