Browsing by Author "Varlı, Songül"

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Nuclei segmentation in colon histology images by using the deep CNNs: A U-Net based multi-class segmentation analysis

Yıldız, Serdar; Memiş, Abbas; Varlı, Songül (Institute of Electrical and Electronics Engineers Inc., 2022)

As is known, pathologists visually examine the tissue distributions by using microscopes traditionally. The rise in digital image processing and machine learning also allows high-performance computerized analysis of histology ...
A turnaround control system to automatically detect and monitor the time stamps of ground service actions in airports: A deep learning and computer vision based approach

Yıldız, Serdar; Aydemir, Onur; Memiş, Abbas; Varlı, Songül (Elsevier, 2022)

As it is widely known, several ground services are provided by the airports for the domestic and internationalflights of the commercial passenger aircraft. Some of these services are conducted during the period calledas ...