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Burak Ekim
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2020 – today
- 2024
- [j5]Burak Ekim, Michael Schmitt:
Deep Occlusion Framework for Multimodal Earth Observation Data. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [c4]Burak Ekim, Michael Schmitt:
Multi-Scale Context Fusion for Pixel-Level Naturalness Mapping Using Sentinel-2 Imagery. IGARSS 2024: 403-406 - [i5]Burak Ekim, Michael Schmitt:
Mapping Land Naturalness from Sentinel-2 using Deep Contextual and Geographical Priors. CoRR abs/2406.19302 (2024) - [i4]Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme, Michael Schmitt, Rahul Dodhia, Juan M. Lavista Ferres:
Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation. CoRR abs/2412.13394 (2024) - 2023
- [c3]Burak Ekim, Michael Schmitt:
Explaining Multimodal Data Fusion: Occlusion Analysis for Wilderness Mapping. IGARSS 2023: 962-965 - [i3]Burak Ekim, Michael Schmitt:
Explaining Multimodal Data Fusion: Occlusion Analysis for Wilderness Mapping. CoRR abs/2304.02407 (2023) - 2022
- [j4]Elif Sertel, Burak Ekim, Paria Ettehadi Osgouei, M. Erdem Kabadayi:
Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images. Remote. Sens. 14(18): 4558 (2022) - [c2]Burak Ekim, Michael Schmitt:
Mapinwild: A Dataset for Global Wilderness Mapping. IGARSS 2022: 231-234 - [i2]Burak Ekim, Timo T. Stomberg, Ribana Roscher, Michael Schmitt:
MapInWild: A Remote Sensing Dataset to Address the Question What Makes Nature Wild. CoRR abs/2212.02265 (2022) - 2021
- [j3]Burak Ekim, Zeyu Dong, Dmitry Rashkovetsky, Michael Schmitt:
The naturalness index for the identification of natural areas on regional scale. Int. J. Appl. Earth Obs. Geoinformation 105: 102622 (2021) - [j2]Burak Ekim, Elif Sertel:
Deep neural network ensembles for remote sensing land cover and land use classification. Int. J. Digit. Earth 14(12): 1868-1881 (2021) - [j1]Burak Ekim, Elif Sertel, M. Erdem Kabadayi:
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. 10(8): 492 (2021) - [c1]Burak Ekim, Elif Sertel:
A Multi-Task Deep Learning Framework for Building Footprint Segmentation. IGARSS 2021: 2500-2503 - [i1]Burak Ekim, Elif Sertel:
A Multi-Task Deep Learning Framework for Building Footprint Segmentation. CoRR abs/2104.09375 (2021)
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