Elektrik Elektronik Mühendisliği Bölümü Yayın Koleksiyonu by Institution Author "Avcı, Adem"
Now showing items 1-4 of 4
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Convolutional Neural Network Designs for Finger-vein-based Biometric Identification
Avcı, Adem; Kocakulak, Mustafa; Acır, Nurettin (Ieee, 2019)With the increase in the number of publicly available finger-vein datasets, most of the recent studies on finger-vein biometrics have started to use Convolutional Neural Networks (CNNs). Since it is not an easy task to ... -
Driver Drowsiness Detection using MobileNets and Long Short-term Memory
Aydemir, Gürkan; Kurnaz, Oguzhan; Bekiryazıcı, Tahir; Avcı, Adem; Kocakulak, Mustafa (Institute of Electrical and Electronics Engineers Inc., 2021)Deep learning has been studied extensively for driver drowsiness detection using video data. However, since the proposed deep learning methods are computationally cumbersome, the commercial driver drowsiness detection ... -
Quality Determination by Using Support Vector Machine in Gas Welding Applications
Avcı, Adem; Acır, Nurettin; Gunes, Emrah; Turan, Sertan (Ieee, 2019)The robots used in the manufacturing industry and the sensors from the automation system can be used to automatically perform quality checks. Gas welding robots can operate autonomously, but quality controls are carried ... -
Remaining Useful Life Estimation with Parallel Convolutional Neural Networks on Predictive Maintenance Applications
Avcı, Adem; Acır, Nurettin (Institute of Electrical and Electronics Engineers Inc., 2020)Maintenance work in the industry is performed as failure based corrective maintenance and calendar based preventive maintenance strategies. These strategies cannot meet the demands of the industry in terms of maintenance ...
