3 papers
cs.LG2022
MoRSE: Deep Learning-based Arm Gesture Recognition for Search and Rescue Operations
Panagiotis Kasnesis, Christos Chatzigeorgiou, Dimitrios G. Kogias +3
Efficient and quick remote communication in search and rescue operations can be life-saving for the first responders. However, while operating on the field means of communication b…
eess.SP2022
Multi-Head Cross-Attentional PPG and Motion Signal Fusion for Heart Rate Estimation
Panagiotis Kasnesis, Lazaros Toumanidis, Alessio Burrello +2
Nowadays, Hearth Rate (HR) monitoring is a key feature of almost all wrist-worn devices exploiting photoplethysmography (PPG) sensors. However, arm movements affect the performance…
cs.LG2018
PerceptionNet: A Deep Convolutional Neural Network for Late Sensor Fusion
Panagiotis Kasnesis, Charalampos Z. Patrikakis, Iakovos S. Venieris
Human Activity Recognition (HAR) based on motion sensors has drawn a lot of attention over the last few years, since perceiving the human status enables context-aware applications…