Browsing Faculty of Engineering by OzU Authors "Ateş, Hasan Fehmi"
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Deep learning based event recognition in aerial imagery
Şahin, A. H.; Ateş, Hasan Fehmi (IEEE, 2023)In this paper, we investigate event recognition for aerial surveillance. This is a significant task especially when we consider the growing popularity of UAVs. The main purpose of the paper is to detect events both at the ... -
Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimation
Ateş, Hasan Fehmi; Yildirim, S.; Gunturk, B. K. (Elsevier, 2023-08)Blind single image super-resolution (SISR) is a challenging task in image processing due to the ill-posed nature of the inverse problem. Complex degradations present in real life images make it difficult to solve this ... -
Improved homographic adaptation for keypoint generation in cross-spectral registration of thermal and optical imagery
Yağmur, İsmail Can; Ateş, Hasan Fehmi (SPIE, 2023)Autonomous navigation is an important area of research for aerial vehicles. Visual odometry and simultaneous localization and mapping algorithms are critical for the three-dimensional understanding of the environment. For ... -
Swin transformer based siamese network for thermal and optical image registration
Elsaeidy, M.; Yağmur, İsmail Can; Ateş, Hasan Fehmi; Güntürk, B. K. (IEEE, 2023)The process of multi-modal image registration is fundamental in remote sensing and visual navigation applications. However, existing image registration methods that are designed for single modality images do not provide ...
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