Deep Metric Learning for Scalable Gait-Based Person Re-Identification Using Force Platform Data

Deep Metric Learning for Scalable Gait-Based Person Re-Identification Using Force Platform Data

Walking gait data acquired with force platforms may be used for person re-identification (re-ID) in various authentication, surveillance, and forensics applications. Current force platform-based re-ID systems classify a fixed set of identities (IDs), which presents a problem when IDs are added or re...

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Bibliographic Details
Main Authors: Kayne A. Duncanson, Simon Thwaites, David Booth, Gary Hanly, William S. P. Robertson, Ehsan Abbasnejad, Dominic Thewlis
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Sensors
Subjects:
gait recognition
biometric
ground reaction force
deep learning
zero-shot re-ID
center of pressure
Online Access:https://www.mdpi.com/1424-8220/23/7/3392

Internet

https://www.mdpi.com/1424-8220/23/7/3392

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