3 citations · 6 across the 2 of their papers we have counts for
5 papers · 1 filter
Analysis of Visual Reasoning on One-Stage Object Detection
Tolga Aksoy, Ugur Halici
Current state-of-the-art one-stage object detectors are limited by treating each image region separately without considering possible relations of the objects. This causes dependen…
Self-training Guided Adversarial Domain Adaptation For Thermal Imagery
Ibrahim Batuhan Akkaya, Fazil Altinel, Ugur Halici
Deep models trained on large-scale RGB image datasets have shown tremendous success. It is important to apply such deep models to real-world problems. However, these models suffer…
GAIT: Gradient Adjusted Unsupervised Image-to-Image Translation
Ibrahim Batuhan Akkaya, Ugur Halici
Image-to-image translation (IIT) has made much progress recently with the development of adversarial learning. In most of the recent work, an adversarial loss is utilized to match…
Attentive Deep Regression Networks for Real-Time Visual Face Tracking in Video Surveillance
Safa Alver, Ugur Halici
Visual face tracking is one of the most important tasks in video surveillance systems. However, due to the variations in pose, scale, expression, and illumination it is considered…
False Positive Reduction in Lung Computed Tomography Images using Convolutional Neural Networks
Gorkem Polat, Ugur Halici, Yesim Serinagaoglu Dogrusoz
Recent studies have shown that lung cancer screening using annual low-dose computed tomography (CT) reduces lung cancer mortality by 20% compared to traditional chest radiography.…