Driver drowsiness detection is an important safety task because fatigue-related impairment can reduce attention and reaction time before a driver becomes fully asleep. Vision-based systems are suitable for practical deployment because facial cues can be extracted using a camera without requiring wearable sensors. Howev...
Muhammad Shafwan Anis, N. Rusli, Chee-Kiang Lam et al.· 2026 2nd International Confe...· 0 citations
Low-light image enhancement (LLIE) is an im- portant component of visual sensing systems operating under degraded illumination, including nighttime surveillance, au- tonomous navigation, remote sensing, and inspection in poorly lit industrial environments. Most LLIE methods rely on output- level reconstruction losses t...
Farida Mohsen, Tala Zaim, Nurul Izni Rusli et al.· 0 citations
Mamba's selective state-space modeling is investigated as an alternative to causal self-attention within the action expert of the popular SmolVLA model, widely used as a reference model for its highly accurate yet low complexity nature.
Farida Mohsen, Thowayba M. Elkaffash, M. C. Qazani et al.· 0 citations
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