113 citations · 144 across the 3 of their papers we have counts for
3 papers
cs.CV2022★ 26 cited
A benchmark dataset for deep learning-based airplane detection: HRPlanes
Tolga Bakirman, Elif Sertel
Airplane detection from satellite imagery is a challenging task due to the complex backgrounds in the images and differences in data acquisition conditions caused by the sensor geo…
cs.CV2021★ 5 cited
A Multi-Task Deep Learning Framework for Building Footprint Segmentation
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 b…
cs.CV2020★ 113 cited
Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs
Furkan Ozcelik, Ugur Alganci, Elif Sertel +1
Convolutional Neural Networks (CNN)-based approaches have shown promising results in pansharpening of satellite images in recent years. However, they still exhibit limitations in p…