Search Results for author: Joao Pereira

Found 4 papers, 0 papers with code

Zero-Shot Action Recognition in Surveillance Videos

no code implementations28 Oct 2024 Joao Pereira, Vasco Lopes, David Semedo, Joao Neves

The growing demand for surveillance in public spaces presents significant challenges due to the shortage of human resources.

Action Recognition Video Understanding +1

Spatial Adaptation Layer: Interpretable Domain Adaptation For Biosignal Sensor Array Applications

no code implementations12 Sep 2024 Joao Pereira, Michael Alummoottil, Dimitrios Halatsis, Dario Farina

Machine learning offers promising methods for processing signals recorded with wearable devices such as surface electromyography (sEMG) and electroencephalography (EEG).

Domain Adaptation EEG +1

Tackling Electrode Shift In Gesture Recognition with HD-EMG Electrode Subsets

no code implementations5 Jan 2024 Joao Pereira, Dimitrios Chalatsis, Balint Hodossy, Dario Farina

sEMG pattern recognition algorithms have been explored extensively in decoding movement intent, yet are known to be vulnerable to changing recording conditions, exhibiting significant drops in performance across subjects, and even across sessions.

Gesture Recognition

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