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 …

Inter frame statistical feature fusion for human gait recognition

K Sugandhi, FF Wahid, G Raju - 2019 International Conference …, 2019 - ieeexplore.ieee.org
Researches showed that gait is unique for individuals and human gait recognition gained
much attention nowadays. The sequence of gait silhouettes extracted from the video …

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 …

Gait recognition via gait period set

R Wang, Y Shi, H Ling, Z Li, P Li, B Liu… - … and Identity Science, 2023 - ieeexplore.ieee.org
Gait recognition has promising application prospects in surveillance applications, with the
recently proposed video-based gait recognition methods affording huge progress. However …

GSI: efficient spatio-temporal template for human gait recognition

MH Ghaeminia, SB Shokouhi - International Journal of …, 2018 - inderscienceonline.com
Human gait recognition is a challenging task in computer vision community. In order to
represent the gait, the most common feature is a gait template. Many efficient templates have …

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 …

[PDF][PDF] Conditional-sorting local binary pattern based on gait energy image for human identification

CH Hsia, JS Chiang, YJ Dai, TA Lin - Proceedings of the International …, 2013 - core.ac.uk
Gait recognition systems have recently attracted much interest from biometric researchers.
This work proposes a new feature extraction method for gait representation and recognition …

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 …

Fusion of multiple gait cycles for human identification

S Hong, H Lee, E Kim - 2009 ICCAS-SICE, 2009 - ieeexplore.ieee.org
In this paper, a gait recognition system fusing multiple gait cycles is presented for human
identification. First, the cycle length is estimated by calculating the autocorrelation of the …