Individual recognition using gait energy image

J Han, B Bhanu - IEEE transactions on pattern analysis and …, 2005 - ieeexplore.ieee.org
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 …

Gait recognition based on dynamic region analysis

X Yang, Y Zhou, T Zhang, G Shu, J Yang - Signal Processing, 2008 - Elsevier
Gait Energy Image (GEI) has been proved to be an effective identity signature in gait
recognition. But previous approaches only treat this 2D image representation as a holistic …

Human identification using temporal information preserving gait template

C Wang, J Zhang, L Wang, J Pu… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Gait Energy Image (GEI) is an efficient template for human identification by gait. However,
such a template loses temporal information in a gait sequence, which is critical to the …

Active energy image plus 2DLPP for gait recognition

E Zhang, Y Zhao, W Xiong - Signal Processing, 2010 - Elsevier
This paper proposes a novel active energy image (AEI) method for gait recognition. Existing
human gait feature representation methods, however, usually suffer from low quality of …

Gait recognition with shifted energy image and structural feature extraction

X Huang, NV Boulgouris - IEEE Transactions on Image …, 2011 - ieeexplore.ieee.org
In this paper, we present a novel and efficient gait recognition system. The proposed system
uses two novel gait representations, ie, the shifted energy image and the gait structural …

Chrono-gait image: A novel temporal template for gait recognition

C Wang, J Zhang, J Pu, X Yuan, L Wang - … 5-11, 2010, Proceedings, Part I …, 2010 - Springer
In this paper, we propose a novel temporal template, called Chrono-Gait Image (CGI), to
describe the spatio-temporal walking pattern for human identification by gait. The CGI …

Gait recognition using gait entropy image

K Bashir, T Xiang, S Gong - 2009 - IET
Gait as a behavioural biometric is concerned with how people walk. However, most existing
gait representations capture both motion and appearance information. They are thus …

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 …

Pose-based temporal-spatial network (PTSN) for gait recognition with carrying and clothing variations

R Liao, C Cao, EB Garcia, S Yu, Y Huang - Biometric Recognition: 12th …, 2017 - Springer
One of the most attractive biometric techniques is gait recognition, since its potential for
human identification at a distance. But gait recognition is still challenging in real applications …

Gait recognition using pose kinematics and pose energy image

A Roy, S Sural, J Mukherjee - Signal Processing, 2012 - Elsevier
Many of the existing gait recognition approaches represent a gait cycle using a single 2D
image called Gait Energy Image (GEI) or its variants. Since these methods suffer from lack of …