Frontal view gait recognition with fusion of depth features from a time of flight camera

TMA Zulcaffle, F Kurugollu, D Crookes… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Frontal view gait recognition for people identification has been carried out using single RGB,
stereo RGB, Kinect 1.0, and Doppler radar. However, existing methods based on these …

Comparative performance of machine learning models for the classification of human gait

D Thakur, P Lalwani - Biomedical Physics & Engineering Express, 2024 - iopscience.iop.org
The efficacy of human activity recognition (HAR) models mostly relies on the characteristics
derived from domain expertise. The input of the classification algorithm consists of many …

Modified kNN algorithm for improved recognition accuracy of biometrics system based on gait

M Derlatka - IFIP international conference on computer information …, 2013 - Springer
The k-nearest neighbors classifier is one of the most frequently used. It has several
interesting properties, though it cannot be used in utilitarian biometric systems. This paper …

A frontal view gait recognition based on 3D imaging using a time of flight camera

T Afendi, F Kurugollu, D Crookes… - 2014 22nd European …, 2014 - ieeexplore.ieee.org
Studies have been carried out to recognize individuals from a frontal view using their gait
patterns. In previous work, gait sequences were captured using either single or stereo RGB …

Human gait recognition based on signals from two force plates

M Derlatka - Artificial Intelligence and Soft Computing: 11th …, 2012 - Springer
This paper presents a practical approach to person recognition by gait. The biometric system
is based on ground reaction forces and positions of the center of pressure generated during …

[PDF][PDF] The Capture of Moving Object in Video Image.

W Fu, Z Xu, S Liu, X Wang, H Ke - Journal of Multimedia, 2011 - researchgate.net
Nowadays, video is a primary information carrier in www (world wild web) and moving
objects are often carrying more information. But it is hard to catch these objects in video …

Human gait characteristics from unconstrained walks and viewpoints

F Jean, R Bergevin, AB Albu - 2011 IEEE International …, 2011 - ieeexplore.ieee.org
We propose a new method for view-invariant gait modeling using a single calibrated
camera. Piecewise-continuous body parts trajectories extracted from a video sequence are …

[PDF][PDF] Examination of the effect of psychophysical factors on the quality of human gait recognition

M Derlatka - acta mechanica et automatica, 2014 - sciendo.com
The paper presents an analysis concerning the influence of selected psychophysical
parameters on the quality of human gait recognition. The following factors have been taken …

Biometric system for person recognition using gait

M Derlatka - Foundations of Intelligent Systems: 19th International …, 2011 - Springer
This paper presents a practical approach to person recognition by gait. The biometric system
is based on ground reaction force (GRF) and positions of the center of pressure (COP) …

[PDF][PDF] Stain detection in video with background restructured

J Wang, X Li, S Liu - Journal of Multimedia, 2014 - Citeseer
Nowadays, multimedia, especially video, is used widely in many domains. But camera lens
are easily stained because they are always outside, such as in traffic and monitoring …