no code implementations • 22 Apr 2022 • Tolga Bakirman, Elif Sertel
Moreover, proposed architectures and results of this study could be used for transfer learning of different datasets and models for airplane detection.
1 code implementation • 19 Apr 2021 • Burak Ekim, Elif Sertel
The task of building footprint segmentation has been well-studied in the context of remote sensing (RS) as it provides valuable information in many aspects, however, difficulties brought by the nature of RS images such as variations in the spatial arrangements and in-consistent constructional patterns require studying further, since it often causes poorly classified segmentation maps.
1 code implementation • 30 Jun 2020 • Furkan Ozcelik, Ugur Alganci, Elif Sertel, Gozde Unal
Convolutional Neural Networks (CNN)-based approaches have shown promising results in pansharpening of satellite images in recent years.