Search Results for author: M Tanjid Hasan Tonmoy

Found 2 papers, 2 papers with code

Hierarchical Self Attention Based Autoencoder for Open-Set Human Activity Recognition

1 code implementation7 Mar 2021 M Tanjid Hasan Tonmoy, Saif Mahmud, A K M Mahbubur Rahman, M Ashraful Amin, Amin Ahsan Ali

Wearable sensor based human activity recognition is a challenging problem due to difficulty in modeling spatial and temporal dependencies of sensor signals.

Decoder Human Activity Recognition +1

Human Activity Recognition from Wearable Sensor Data Using Self-Attention

2 code implementations17 Mar 2020 Saif Mahmud, M Tanjid Hasan Tonmoy, Kishor Kumar Bhaumik, A K M Mahbubur Rahman, M Ashraful Amin, Mohammad Shoyaib, Muhammad Asif Hossain Khan, Amin Ahsan Ali

In this regard, the existing recurrent or convolutional or their hybrid models for activity recognition struggle to capture spatio-temporal context from the feature space of sensor reading sequence.

Human Activity Recognition Time Series +1

Cannot find the paper you are looking for? You can Submit a new open access paper.