3 papers
cs.HC2025
Enhancing EEG Signal-Based Emotion Recognition with Synthetic Data: Diffusion Model Approach
Gourav Siddhad, Masakazu Iwamura, Partha Pratim Roy
Emotions are crucial in human life, influencing perceptions, relationships, behaviour, and choices. Emotion recognition using Electroencephalography (EEG) in the Brain-Computer Int…
cs.HC2024
Awake at the Wheel: Enhancing Automotive Safety through EEG-Based Fatigue Detection
Gourav Siddhad, Sayantan Dey, Partha Pratim Roy +1
Driver fatigue detection is increasingly recognized as critical for enhancing road safety. This study introduces a method for detecting driver fatigue using the SEED-VIG dataset, a…
cs.CV2024
Word-level Sign Language Recognition with Multi-stream Neural Networks Focusing on Local Regions and Skeletal Information
Mizuki Maruyama, Shrey Singh, Katsufumi Inoue +3
Word-level sign language recognition (WSLR) has attracted attention because it is expected to overcome the communication barrier between people with speech impairment and those who…