13 citations · 29 across the 6 of their papers we have counts for
3 papers · 1 filter
DrowzEE-G-Mamba: Leveraging EEG and State Space Models for Driver Drowsiness Detection
Gourav Siddhad, Sayantan Dey, Partha Pratim Roy
Driver drowsiness is identified as a critical factor in road accidents, necessitating robust detection systems to enhance road safety. This study proposes a driver drowsiness detec…
Neural Networks Meet Neural Activity: Utilizing EEG for Mental Workload Estimation
Gourav Siddhad, Partha Pratim Roy, Byung-Gyu Kim
Electroencephalography (EEG) offers non-invasive, real-time mental workload assessment, which is crucial in high-stakes domains like aviation and medicine and for advancing brain-c…
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…