Yazar "Temiz, Hakan" için Borçka Acarlar Meslek Yüksekokulu Yayın Koleksiyonu listeleme
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A comparative study on super resolution with deep learning
Temiz, Hakan; Tüfekçi, Aslıhan; Bilge, Hasan Şakir (IEEE, 2018)Deep learning architectures are applied in the solution of many problems and give very successful results compared to other methods. One of these problems is the Super Resolution problem. In this study, we tried to solve ... -
An experimental study on hyper parameters for training deep convolutional networks
Temiz, Hakan (Institute of Electrical and Electronics Engineers Inc., 2020)When training deep networks, it is crucial to obtain a network that offers optimum performance by trying different values of many hyper parameters and combinations of these values. Theoretically, the optimal set of ... -
Super resolution of B-mode ultrasound images with deep learning
Temiz, Hakan; Bilge, Hasan Şakir (Institute of Electrical and Electronics Engineers Inc., 2020)Ultrasound offers a safe, non-invasive, and inexpensive way of imaging. However, due to its natural intrinsic imaging characteristics, it produces poor quality images with low resolution (LR) compared to other medical ...