A First Approach to Contact-Based Biometrics for User Authentication
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
Multilinear Tensor-Based Non-parametric Dimension Reduction for Gait Recognition
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
A channel coding approach for human authentication from gait sequences
IEEE Transactions on Information Forensics and Security
Gait analysis for human walking paths and identities recognition
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
Gait recognition based on multiple views fusion of wavelet descriptor and human skeleton model
VECIMS'09 Proceedings of the 2009 IEEE international conference on Virtual Environments, Human-Computer Interfaces and Measurement Systems
Wavelet analysis of cyclic human gait for recognition
DSP'09 Proceedings of the 16th international conference on Digital Signal Processing
Uncorrelated discriminant simplex analysis for view-invariant gait signal computing
Pattern Recognition Letters
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
An efficient gait recognition with backpack removal
EURASIP Journal on Advances in Signal Processing
Enhanced gait recognition based on weighted dynamic feature
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
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
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
DTW for matching radon features: a pattern recognition and retrieval method
ACIVS'11 Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems
Human gait recognition using extraction and fusion of global motion features
Multimedia Tools and Applications
A survey of advances in biometric gait recognition
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Orthogonal vs. uncorrelated least squares discriminant analysis for feature extraction
Pattern Recognition Letters
Gait verification using knee acceleration signals
Expert Systems with Applications: An International Journal
Exploring trace transform for robust human action recognition
Pattern Recognition
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A new feature extraction process is proposed for gait representation and recognition. The new system is based on the Radon transform of binary silhouettes. For each gait sequence, the transformed silhouettes are used for the computation of a template. The set of all templates is subsequently subjected to linear discriminant analysis and subspace projection. In this manner, each gait sequence is described using a low-dimensional feature vector consisting of selected Radon template coefficients. Given a test feature vector, gait recognition and verification is achieved by appropriately comparing it to feature vectors in a reference gait database. By using the new system on the Gait Challenge database, very considerable improvements in recognition performance are seen in comparison to state-of-the-art methods for gait recognition