Silhouette-based gait recognition using Procrustes shape analysis and elliptic Fourier descriptors

SD Choudhury, T Tjahjadi - Pattern Recognition, 2012 - Elsevier
This paper presents a gait recognition method which combines spatio-temporal motion
characteristics, statistical and physical parameters (referred to as STM–SPP) of a human …

Gait recognition based on shape and motion analysis of silhouette contours

SD Choudhury, T Tjahjadi - Computer Vision and Image Understanding, 2013 - Elsevier
This paper presents a three-phase gait recognition method that analyses the spatio-
temporal shape and dynamic motion (STS-DM) characteristics of a human subject's …

Human gait recognition by the fusion of motion and static spatio-temporal templates

THW Lam, RST Lee, D Zhang - Pattern Recognition, 2007 - Elsevier
In this paper, we propose a gait recognition algorithm that fuses motion and static spatio-
temporal templates of sequences of silhouette images, the motion silhouette contour …

Automatic gait recognition based on statistical shape analysis

L Wang, T Tan, W Hu, H Ning - IEEE transactions on image …, 2003 - ieeexplore.ieee.org
Gait recognition has recently gained significant attention from computer vision researchers.
This interest is strongly motivated by the need for automated person identification systems at …

Spatiotemporal features of human motion for gait recognition

MH Khan, MS Farid, M Grzegorzek - Signal, Image and Video Processing, 2019 - Springer
Gait is a novel biometric feature that offers human identification at a distance and without
physical interaction with the imaging device. Moreover, it performs well even in low …

Gait flow image: A silhouette-based gait representation for human identification

THW Lam, KH Cheung, JNK Liu - Pattern recognition, 2011 - Elsevier
In this paper, we propose a novel gait representation—gait flow image (GFI) for use in gait
recognition. This representation will further improve recognition rates. The basis of GFI is the …

Human gait recognition based on kernel PCA using projections

M Ekinci, M Aykut - Journal of Computer Science and Technology, 2007 - Springer
This paper presents a novel approach for human identification at a distance using gait
recognition. Recognition of a person from their gait is a biometric of increasing interest. The …

Silhouette analysis-based gait recognition for human identification

L Wang, T Tan, H Ning, W Hu - IEEE transactions on pattern …, 2003 - ieeexplore.ieee.org
Human identification at a distance has recently gained growing interest from computer vision
researchers. Gait recognition aims essentially to address this problem by identifying people …

Uniprojective features for gait recognition

D Tan, K Huang, S Yu, T Tan - … , ICB 2007, Seoul, Korea, August 27-29 …, 2007 - Springer
Recent studies have shown that shape cues should dominate gait recognition. This
motivates us to perform gait recognition through shape features in 2D human silhouettes. In …

Silhouette-based gait recognition via deterministic learning

W Zeng, C Wang, F Yang - Pattern recognition, 2014 - Elsevier
In this paper, we present a new silhouette-based gait recognition method via deterministic
learning theory, which combines spatio-temporal motion characteristics and physical …