Improved gait recognition through gait energy image partitioning

G Premalatha, PV Chandramani - Computational Intelligence, 2020 - Wiley Online Library
Recently, human gait pattern has turned into an essential biometric feature to recognize an
individual remotely. Gait as a feature becomes challenging owing to variation in appearance …

Human gait analysis using gait energy image

SC Bakchy, MR Islam, MR Mahmud, F Imran - arXiv preprint arXiv …, 2022 - arxiv.org
Gait recognition is one of the most recent emerging techniques of human biometric which
can be used for security based purposes having unobtrusive learning method. In …

Statistical features from frame aggregation and differences for human gait recognition

FF Wahid - Multimedia Tools and Applications, 2021 - Springer
Human gait recognition, an alternate biometric technique, received significant attention in
the last decade. As many gait recognition applications require real-time response, the …

Comprehensive framework to gait recognition

C Nandini, CNR Kumar - International Journal of Biometrics, 2008 - inderscienceonline.com
Human gait is a spatio-temporal phenomenon and typifies the motion characteristics of an
individual. The gait of a person is easily recognisable when extracted from a side view of the …

A partition approach for robust gait recognition based on gait template fusion

K Wang, L Liu, X Ding, K Yu, G Hu - Frontiers of Information Technology & …, 2021 - Springer
Gait recognition has significant potential for remote human identification, but it is easily
influenced by identity-unrelated factors such as clothing, carrying conditions, and view …

An efficient descriptor for gait recognition using spatio-temporal cues

SK Gupta, GM Sultaniya, P Chattopadhyay - Emerging Technology in …, 2020 - Springer
In this paper, we introduce a new efficient feature for gait recognition, namely the boundary
energy image (BEI). To construct this feature, the contours of the binary silhouettes in a gait …

Average gait differential image based human recognition

J Chen, J Liu - The Scientific World Journal, 2014 - Wiley Online Library
The difference between adjacent frames of human walking contains useful information for
human gait identification. Based on the previous idea a silhouettes difference based human …

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 …

An appearance invariant gait recognition technique using dynamic gait features

H Masood, H Farooq - International Journal of Optics, 2021 - Wiley Online Library
Gait recognition‐based person identification is an emerging trend in visual surveillance due
to its uniqueness and adaptability to low‐resolution video. Existing gait feature extraction …

Human gait recognition based on Haralick features

AO Lishani, L Boubchir, E Khalifa… - Signal, Image and Video …, 2017 - Springer
This paper proposes a supervised feature extraction approach that is capable of selecting
distinctive features for the recognition of human gait under clothing and carrying conditions …