Using a Deep Learning Method and Data from Two-Dimensional (2D) Marker-Less Video-Based Images for Walking Speed Classification

Using a Deep Learning Method and Data from Two-Dimensional (2D) Marker-Less Video-Based Images for Walking Speed Classification

Human body measurement data related to walking can characterize functional movement and thereby become an important tool for health assessment. Single-camera-captured two-dimensional (2D) image sequences of marker-less walking individuals might be a simple approach for estimating human body measurem...

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Bibliographic Details
Main Authors: Tasriva Sikandar, Mohammad F. Rabbi, Kamarul H. Ghazali, Omar Altwijri, Mahdi Alqahtani, Mohammed Almijalli, Saleh Altayyar, Nizam U. Ahamed
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Sensors
Subjects:
2D image
marker-less video
walking speed pattern
walking speed classification
quasi-periodic pattern
LSTM
Online Access:https://www.mdpi.com/1424-8220/21/8/2836

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https://www.mdpi.com/1424-8220/21/8/2836

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