Browsing by Author "Doğan, Şengül"

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Ensemble residual network-based gender and activity recognition method with signals

Tuncer, Turker; Ertam, Fatih; Doğan, Şengül; Aydemir, Emrah; Pławiak, Paweł (Springer, 2020)

Nowadays, deep learning is one of the popular research areas of the computer sciences, and many deep networks have been proposed to solve artificial intelligence and machine learning problems. Residual networks (ResNet) ...
Hybrid Deep Feature Generation for Appropriate Face Mask Use Detection

Aydemir, Emrah; Yalçınkaya, Mehmet Ali; Barua, Prabal Datta; Baygın, Mehmet; Faust, Oliver; Doğan, Şengül; Chakraborty, Subrata; Tuncer, Türker; Acharya, U. Rajendra (Multidisciplinary Digital Publishing Institute, 2022)

Mask usage is one of the most important precautions to limit the spread of COVID-19. Therefore, hygiene rules enforce the correct use of face coverings. Automated mask usage classification might be used to improve compliance ...