Advancements in Human Action Recognition in Manual Material Handling using Machine Learning

Presenter Information

Jesus Jimenez, Texas State University - San MarcosFollow
Joni McCawley, Texas State University - San MarcosFollow
Francis A. Mendez Mediavilla, Texas State University - San MarcosFollow
Abhimanyu Sharotry, Texas State University - San MarcosFollow

Location

NTNU Verkstedteknisk, Room VE24

Start Date

25-6-2025 1:30 PM

Keywords

Human Action Recognition (HAR), Manual Material Handling (MMH), Machine Learning, Recurrent Neural Networks (RNN), Long Short-Term Memory (LSTM), Gated Recurrent Unit (GRU), Principal Component Analysis (PCA), Motion Capture, Skeleton-Based Action Recognition, Deep Learning, Human Factors Engineering

Type of Submission

Modeling manuscript

Creative Commons License

This work is licensed under a Creative Commons Attribution-Noncommercial-No Derivative Works 4.0 License.