Vision-based approaches towards person identification using gait

MH Khan, MS Farid, M Grzegorzek - Computer Science Review, 2021 - Elsevier
Visual surveillance has exponentially increased the growth of security devices and systems
in the digital era. Gait-based person identification is an emerging biometric modality for …

Gait recognition with self-supervised learning of gait features based on vision transformers

D Pinčić, D Sušanj, K Lenac - Sensors, 2022 - mdpi.com
Gait is a unique biometric trait with several useful properties. It can be recognized remotely
and without the cooperation of the individual, with low-resolution cameras, and it is difficult to …

Multimodal few-shot learning for gait recognition

J Moon, NA Le, NH Minaya, SI Choi - Applied Sciences, 2020 - mdpi.com
A person's gait is a behavioral trait that is uniquely associated with each individual and can
be used to recognize the person. As information about the human gait can be captured by …

Survey: gait recognition based on image energy

DM Ahmed, BS Mahmood - 2023 IEEE 14th Control and System …, 2023 - ieeexplore.ieee.org
Gait, a biometric trait, is a highly valuable indicator that enables the identification of an
individual from a significant distance and without requiring direct physical contact. Due to its …

Open set user identification using gait pattern analysis based on ensemble deep neural network

J Moon, J Jung, E Kang, SI Choi - IEEE Sensors Journal, 2022 - ieeexplore.ieee.org
The human gait is a unique biological characteristic of human beings and can be used for
recognition task. Collecting gait information using wearable devices and identifying people …

Gait Recognition as an Approach for People Identification

A Ramakić, Z Bundalo - … on Innovative and Interdisciplinary Applications of …, 2022 - Springer
In this paper we analyzed gait recognition approach for people identification. A gait
recognition represents an interesting way for people identification or verification. Many …

An Example of Solution for Data Preparation Required for Some Purposes of People Identification or Re-Identification

A Ramakić, Z Bundalo, D Bundalo - Journal of Circuits, Systems and …, 2023 - World Scientific
In this paper, we present an example of solution for obtaining some key elements required
for people identification or re-identification. During an identification or re-identification …

Feature extraction for person gait recognition applications

A Ramakić, Z Bundalo… - Facta Universitatis, Series …, 2021 - casopisi.junis.ni.ac.rs
In this paper we present some features that may be used in person gait recognition
applications. Gait recognition is an interesting way of people identification. During a gait …

[PDF][PDF] An Approach to Gait Recognition Using Deep Neural Network

A Ramakić, D Bundalo, Z Bundalo - Acta Technica Corviniensis …, 2023 - acta.fih.upt.ro
In this paper, an analysis was performed in the context of gait recognition. Gait recognition is
an approach for people identification based on the gait characteristics of a person. Gait …

Advancements in Gait Recognition: A Study on Gait Energy Images and Gait Entropy Images.

S Dumenčić, D Pinčić, D Sušanj… - Electrotechnical …, 2024 - search.ebscohost.com
Gait recognition is a promising biometric modality due to its non-invasive nature and
difficulty to disguise. However, the performance still lacks compared to other, well …