Real-Time Driver Sleepiness Detection and Classification Using Fusion Deep Learning Algorithm

AS Rajawat, SB Goyal, P Bhaladhare, P Bedi… - … Conference on Recent …, 2023 - Springer
In the past few years, driving while tired has become one of the main causes of car
accidents. This kind of dangerous driving can cause serious injuries or even death and huge …

Association of visual-based signals with electroencephalography patterns in enhancing the drowsiness detection in drivers with obstructive sleep apnea

R Minhas, NY Peker, MA Hakkoz, S Arbatli, Y Celik… - Sensors, 2024 - mdpi.com
Individuals with obstructive sleep apnea (OSA) face increased accident risks due to
excessive daytime sleepiness. PERCLOS, a recognized drowsiness detection method …

D3CNet: Integrating Cascade Networks for Enhanced Driver Fatigue Monitoring

J Preethi, V Rahul Chiranjeevi, K Surya… - … Intelligence in Data …, 2024 - Springer
Abstract The Real-time Drowsy Driver Recognition System is a technological breakthrough
that uses the power of machine the driver's state and caution them when indications of …

Enhancing road safety: machine learning-based driver drowsiness detection

A Sellyana - Jurnal Mantik, 2023 - iocscience.org
Cars are a means of land transportation commonly used by humans. With cars, human
activities can become more efficient and save time, especially when traveling. When driving …

Sürücülerde uykululuk hali tespit sistemi tasarımı ve uygulaması= Design and implementation of drowsiness detection system for drivers

NY Peker - 2022 - acikerisim.sakarya.edu.tr
Uykululuk halinin önceden tespit edilmesi, uykululuğa bağlı trafik kazalarını önlemek, fiziksel
ve ekonomik kayıpların önüne geçmek açısından önemlidir. Bir kamera yardımı ile kişilerin …

Drowsy driver detection using Viola-Jones Algorithm

WNA Wan Sallehuddin, S Mohamed Hatim… - Mathematical …, 2021 - ir.uitm.edu.my
Drowsy driving is one of the factors that lead to road accidents which can cause dead. This
is because driver does not able to give fully attention while driving. There are many factors …

Deteksi Kantuk Pengemudi Menggunakan Deep Learning

SN Himawan, R Sohiburroyan… - … Nasional Industri dan …, 2022 - snit-polbeng.org
One of the causes of driving accidents is driver fatigue. Driver fatigue can be measured by
the level of sleepiness of the driver. In this study, a deep learning model was developed to …

ASAP: Anti-Sleep Alarm and Prompter System using Image Processing for Drowsy Drivers

J Cuñado, KG Corpus, K Bernales, PJ Rabaha - The Pendulum, 2022 - ieesjournals.com
As the number of accidents due to driver's drowsiness grows significantly, demand for
drowsiness detection and anti-collision with automatic braking mechanism arises. In this …

Optimization of manipulation logistics using data matrix codes

E Pivarčiová, L Karrach, Z Tučková - Advances in Science and …, 2018 - publikace.k.utb.cz
In the paper we deal with optimization of manipulation logistics using Data Matrix codes. Our
goal is scanning and decoding Data Matrix codes in real-time. We have designed and …