Burak Ekim

16 papers C 4Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Advancing Earth Observation Through Machine Learning: A TorchGeo Tutorial.
CoRR
Caleb Robinson, Nils Lehmann, Adam J. Stewart, Burak Ekim, Heng Fang, Isaac A. Corley, Mauricio Cordeiro
2025 — conf
Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation.
CVPR Workshops
Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Michael Schmitt, Rahul Dodhia, Juan M. Lavista Ferres
2024 J jnl
Deep Occlusion Framework for Multimodal Earth Observation Data.
IEEE Geosci. Remote. Sens. Lett.
Burak Ekim, Michael Schmitt
2024 J jnl
Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation.
CoRR
Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Michael Schmitt, Rahul Dodhia, Juan M. Lavista Ferres
2024 J jnl
Mapping Land Naturalness from Sentinel-2 using Deep Contextual and Geographical Priors.
CoRR
Burak Ekim, Michael Schmitt
2024 C conf
Multi-Scale Context Fusion for Pixel-Level Naturalness Mapping Using Sentinel-2 Imagery.
IGARSS
Burak Ekim, Michael Schmitt
2023 C conf
Explaining Multimodal Data Fusion: Occlusion Analysis for Wilderness Mapping.
IGARSS
Burak Ekim, Michael Schmitt
2023 J jnl
Explaining Multimodal Data Fusion: Occlusion Analysis for Wilderness Mapping.
CoRR
Burak Ekim, Michael Schmitt
2022 J jnl
Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images.
Remote. Sens.
Elif Sertel, Burak Ekim, Paria Ettehadi Osgouei, M. Erdem Kabadayi
2022 J jnl
MapInWild: A Remote Sensing Dataset to Address the Question What Makes Nature Wild.
CoRR
Burak Ekim, Timo T. Stomberg, Ribana Roscher, Michael Schmitt
2022 C conf
Mapinwild: A Dataset for Global Wilderness Mapping.
IGARSS
Burak Ekim, Michael Schmitt
2021 C conf
A Multi-Task Deep Learning Framework for Building Footprint Segmentation.
IGARSS
Burak Ekim, Elif Sertel
2021 J jnl
A Multi-Task Deep Learning Framework for Building Footprint Segmentation.
CoRR
Burak Ekim, Elif Sertel
2021 J jnl
Automatic Road Extraction from Historical Maps Using Deep Learning Techniques: A Regional Case Study of Turkey in a German World War II Map.
ISPRS Int. J. Geo Inf.
Burak Ekim, Elif Sertel, M. Erdem Kabadayi
2021 J jnl
Deep neural network ensembles for remote sensing land cover and land use classification.
Int. J. Digit. Earth
Burak Ekim, Elif Sertel
2021 J jnl
The naturalness index for the identification of natural areas on regional scale.
Int. J. Appl. Earth Obs. Geoinformation
Burak Ekim, Zeyu Dong, Dmitry Rashkovetsky, Michael Schmitt