Asymmetric Windowing Recurrence Plots on Input Formulation for Human Emotion Recognition
Dwi Wahyu Prabowo,
Noor Akhmad Setiawan,
Johan Debayle
et al.
Abstract:<p>Our study delves into the challenges of emotion recognition through electroencephalogram (EEG) signals in brain-computer interface systems. Recognizing the limitations of existing methods in accurately capturing intricate emotional patterns in EEG data, we propose a novel approach using asymmetric windowing recurrence plots (AWRP). This technique was designed to enhance the efficiency and accuracy of emotion recognition by encoding EEG signals into detailed image representations that are suitable for … Show more
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