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Elif Sertel
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Journal Articles
- 2023
- [j16]Peijuan Wang
, Elif Sertel
:
Multi-frame super-resolution of remote sensing images using attention-based GAN models. Knowl. Based Syst. 266: 110387 (2023) - 2022
- [j15]Tolga Bakirman
, Irem Komurcu, Elif Sertel
:
Comparative analysis of deep learning based building extraction methods with the new VHR Istanbul dataset. Expert Syst. Appl. 202: 117346 (2022) - [j14]Serdar Kizilkaya, Ugur Alganci
, Elif Sertel
:
VHRShips: An Extensive Benchmark Dataset for Scalable Deep Learning-Based Ship Detection Applications. ISPRS Int. J. Geo Inf. 11(8): 445 (2022) - [j13]Cengiz Avci
, Elif Sertel
, Mustafa Erdem Kabadayi
:
Deep Learning-Based Road Extraction From Historical Maps. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j12]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) - 2021
- [j11]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) - [j10]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) - [j9]Peijuan Wang
, Elif Sertel
:
Channel-spatial attention-based pan-sharpening of very high-resolution satellite images. Knowl. Based Syst. 229: 107324 (2021) - [j8]Furkan Ozcelik
, Ugur Alganci
, Elif Sertel
, Gozde Unal
:
Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs. IEEE Trans. Geosci. Remote. Sens. 59(4): 3486-3501 (2021) - 2020
- [j7]Ugur Alganci
, Mehmet Soydas, Elif Sertel
:
Comparative Research on Deep Learning Approaches for Airplane Detection from Very High-Resolution Satellite Images. Remote. Sens. 12(3): 458 (2020) - 2019
- [j6]Paria Ettehadi Osgouei
, Sinasi Kaya
, Elif Sertel
, Ugur Alganci
:
Separating Built-Up Areas from Bare Land in Mediterranean Cities Using Sentinel-2A Imagery. Remote. Sens. 11(3): 345 (2019) - 2018
- [j5]Ugur Alganci
, Baris Besol, Elif Sertel
:
Accuracy Assessment of Different Digital Surface Models. ISPRS Int. J. Geo Inf. 7(3): 114 (2018) - [j4]Hakan Kartal, Ugur Alganci
, Elif Sertel
:
Automated Orthorectification of VHR Satellite Images by SIFT-Based RPC Refinement. ISPRS Int. J. Geo Inf. 7(6): 229 (2018) - [j3]Elif Sertel
, Raziye Hale Topaloglu
, Betül Salli, Irmak Yay Algan, Gül Asli Aksu
:
Comparison of Landscape Metrics for Three Different Level Land Cover/Land Use Maps. ISPRS Int. J. Geo Inf. 7(10): 408 (2018) - 2009
- [j2]Elif Sertel
:
Identification of Earthquake Induced Damage Areas Using Fourier Transform and SPOT HRVIR Pan Images. Sensors 9(3): 1471-1484 (2009) - 2007
- [j1]Elif Sertel
, Sinasi Kaya
, Paul J. Curran:
Use of Semivariograms to Identify Earthquake Damage in an Urban Area. IEEE Trans. Geosci. Remote. Sens. 45(6-1): 1590-1594 (2007)
Conference and Workshop Papers
- 2023
- [c14]Paria Ettehadi Osgouei, Elif Sertel, M. Erdem Kabadayi:
Assessing the Accuracy of the Esa Worldcover 2021 for the Local Region of Lalapasa/Edirne, Turkey and Recommending Possible Accuracy Improvement Strategies. Agro-Geoinformatics 2023: 1-4 - [c13]Elif Sertel, Cengiz Avci, Mustafa Erdem Kabadayi:
Deep Learning-Based Land Use Land Cover Segmentation of Historical Aerial Images. IGARSS 2023: 2622-2625 - [c12]Samet Aksoy, Shouq Zuhter Hasan Al Shwayyat, Sule Nur Topgül, Elif Sertel, Cem Ünsalan, Jari Salo
, Anton Holmström, Jörgen Wallerman, Mats Nilsson, Johan E. S. Fransson:
Forest Biophysical Parameter Estimation via Machine Learning and Neural Network Approaches. IGARSS 2023: 2661-2664 - [c11]Johan E. S. Fransson, Elif Sertel, Cem Ünsalan, Jari Salo
, Anton Holmström, Jörgen Wallerman, Mats Nilsson:
ForestMap: Mapping Forest Attributes Across the Globe - First Case Study. IGARSS 2023: 3395-3397 - 2022
- [c10]Gülsan Alp, Elif Sertel
:
Deep Learning Based Patch-Wise Land Cover Land Use Classification: A New Small Benchmark Sentinel-2 Image Dataset. IGARSS 2022: 3179-3182 - 2021
- [c9]Burak Ekim
, Elif Sertel
:
A Multi-Task Deep Learning Framework for Building Footprint Segmentation. IGARSS 2021: 2500-2503 - 2019
- [c8]Haydar Akcay
, Sinasi Kaya
, Elif Sertel
, Ugur Alganci
:
Determination of Olive Trees with Multi-sensor Data Fusion. Agro-Geoinformatics 2019: 1-6 - [c7]Samet Aksoy
, Ozge Gorucu, Elif Sertel
:
Drought Monitoring using MODIS derived indices and Google Earth Engine Platform. Agro-Geoinformatics 2019: 1-6 - [c6]Ugur Alganci
, Elif Sertel
, Sinasi Kaya
:
Determination of the Flooded Agricultural Lands with Spot 6 High Resolution Satellite Images: A Case Study of Menderes Plain, Turkey. Agro-Geoinformatics 2019: 1-4 - [c5]Taha Gorji, Aylin Yildirim
, Nikou Hamzehpour
, Elif Sertel
, Aysegul Tanik
:
Characterizing the spatial variability of soil salinity in Lake Urmia Basin by applying geo-statistical methods. Agro-Geoinformatics 2019: 1-5 - [c4]Rouhollah Nasirzadehdizaji, Fusun Balik Sanli
, Ziyadin Çakir
, Elif Sertel
:
Crop Mapping Improvement by Combination of Optical and SAR datasets. Agro-Geoinformatics 2019: 1-6 - 2017
- [c3]Baris Besol, Ugur Alganci
, Elif Sertel
:
The use of object based classification with nDSM to increase the accuracy of building detection. SIU 2017: 1-4 - [c2]Alireza Rahimzadeganasl, Elif Sertel
:
Automatic building detection based on CIE LUV color space using very high resolution pleiades images. SIU 2017: 1-4 - 2012
- [c1]Mustafa Yanalak
, Nebiye Musaoglu
, Cengizhan Ipbuker, Elif Sertel
, Sinasi Kaya
:
DEM Accuracy of High Resolution Satellite Images. ICCSA (3) 2012: 471-480
Informal and Other Publications
- 2022
- [i3]Tolga Bakirman, Elif Sertel:
HRPlanes: High Resolution Airplane Dataset for Deep Learning. CoRR abs/2204.10959 (2022) - 2021
- [i2]Burak Ekim
, Elif Sertel
:
A Multi-Task Deep Learning Framework for Building Footprint Segmentation. CoRR abs/2104.09375 (2021) - 2020
- [i1]Furkan Ozcelik, Ugur Alganci, Elif Sertel, Gözde B. Ünal:
Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs. CoRR abs/2006.16644 (2020)
Coauthor Index
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