Lightweight Vision Transformer for Frame-Level Ergonomic Posture Classification in Industrial Workflows

Lightweight Vision Transformer for Frame-Level Ergonomic Posture Classification in Industrial Workflows

Work-related musculoskeletal disorders (WMSDs) are a leading concern in industrial ergonomics, often stemming from sustained non-neutral postures and repetitive tasks. This paper presents a vision-based framework for real-time, frame-level ergonomic risk classification using a lightweight Vision Tra...

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Bibliographic Details
Main Authors: Luca Cruciata, Salvatore Contino, Marianna Ciccarelli, Roberto Pirrone, Leonardo Mostarda, Alessandra Papetti, Marco Piangerelli
Format: Article
Language:English
Published: MDPI AG 2025-08-01
Series:Sensors
Subjects:
computer vision
deep learning
ergonomic risks
human-centered manufacturing
posture recognition
work-related musculoskeletal disorders
Online Access:https://www.mdpi.com/1424-8220/25/15/4750
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