Browsing Elektrik Elektronik Mühendisliği Bölümü by Subject "Convolutional Neural Networks"

Now showing items 1-3 of 3

An Analysis On the Effect of Skip Connections in Fully Convolutional Networks for License Plate Localization [Tam Evrişimli Aǧlardaki Atlama Baǧlantilarinin Plaka Konumu Bulmaya Etkisi Üzerine Bir İnceleme]

Akagündüz, Erdem; Uzun, Engin (Institute of Electrical and Electronics Engineers Inc., 2019)

In this study, the effect of the skip connections, which are seen in fully convolutional networks, on object localization is analyzed. For this purpose, a local data set for plate detection is created. Experiments are ...
Ear semantic segmentation in natural images with Tversky loss function supported DeepLabv3+ convolutional neural network

İnan, Tolga; Kaçar, Ümit (2022)

Semantic segmentation is a fundamental problem for computer vision. On the other hand, for studies in the field of biometrics, semantic segmentation is gaining more importance. Many successful biometric recognition systems ...
Filter design for small target detection on infrared imagery using normalized-cross-correlation layer

Demir, H. Seçkin; Akagündüz, Erdem (2020)

In this paper, we introduce a machine learning approach to the problem of infrared small target detection filter design. For this purpose, similar to a convolutional layer of a neural network, the normalized-cross-correlational ...

Now showing items 1-3 of 3

Search DSpace