566 citations · 839 across the 37 of their papers we have counts for
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Deep Architectures for Content Moderation and Movie Content Rating
Fatih Cagatay Akyon, Alptekin Temizel
Rating a video based on its content is an important step for classifying video age categories. Movie content rating and TV show rating are the two most common rating systems establ…
Sequence Models for Drone vs Bird Classification
Fatih Cagatay Akyon, Erdem Akagunduz, Sinan Onur Altinuc +1
Drone detection has become an essential task in object detection as drone costs have decreased and drone technology has improved. It is, however, difficult to detect distant drones…
Evaluation and Analysis of Different Aggregation and Hyperparameter Selection Methods for Federated Brain Tumor Segmentation
Ece Isik-Polat, Gorkem Polat, Altan Kocyigit +1
Availability of large, diverse, and multi-national datasets is crucial for the development of effective and clinically applicable AI systems in the medical imaging domain. However,…
Slicing Aided Hyper Inference and Fine-tuning for Small Object Detection
Fatih Cagatay Akyon, Sinan Onur Altinuc, Alptekin Temizel
Detection of small objects and objects far away in the scene is a major challenge in surveillance applications. Such objects are represented by small number of pixels in the image…
Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation
Gorkem Polat, Ilkay Ergenc, Haluk Tarik Kani +3
In scoring systems used to measure the endoscopic activity of ulcerative colitis, such as Mayo endoscopic score or Ulcerative Colitis Endoscopic Index Severity, levels increase wit…