An Unsupervised Approach for Automatic Activity Recognition based on Hidden Markov Model Regression

no code implementations • 25 Dec 2013 • Dorra Trabelsi, Samer Mohammed, Faicel Chamroukhi, Latifa Oukhellou, Yacine Amirat

This paper presents a new unsupervised approach for human activity recognition from raw acceleration data measured using inertial wearable sensors.

General Classification Human Activity Recognition +4

Joint segmentation of multivariate time series with hidden process regression for human activity recognition

no code implementations • 25 Dec 2013 • Faicel Chamroukhi, Samer Mohammed, Dorra Trabelsi, Latifa Oukhellou, Yacine Amirat

The problem of human activity recognition is central for understanding and predicting the human behavior, in particular in a prospective of assistive services to humans, such as health monitoring, well being, security, etc.

Human Activity Recognition regression +2