Search Results for author: Elif Sertel

Found 3 papers, 2 papers with code

HRPlanes: High Resolution Airplane Dataset for Deep Learning

no code implementations22 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.

object-detection Object Detection +2

A Multi-Task Deep Learning Framework for Building Footprint Segmentation

1 code implementation19 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.

Boundary Detection Image Reconstruction +4

Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs

1 code implementation30 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.

Colorization Pansharpening +2

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