Elif Sertel

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 31

Top Topics

Satellite Images

Top Venues

Agro-Geoinformatics

ISPRS Int. J. Geo Inf.

Publications

Samet Aksoy, Elif Sertel, Ribana Roscher, Aysegul Tanik, Nikou Hamzehpour
Assessment of soil salinity using explainable machine learning methods and Landsat 8 images. Int. J. Appl. Earth Obs. Geoinformation 130 (2024)
Peijuan Wang, Elif Sertel
Multi-frame super-resolution of remote sensing images using attention-based GAN models. Knowl. Based Syst. 266 (2023)
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)
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)
Elif Sertel, Cengiz Avci, Mustafa Erdem Kabadayi
Deep Learning-Based Land Use Land Cover Segmentation of Historical Aerial Images. IGARSS (2023)
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)
Tolga Bakirman, Elif Sertel
HRPlanes: High Resolution Airplane Dataset for Deep Learning. CoRR (2022)
Cengiz Avci, Elif Sertel, Mustafa Erdem Kabadayi
Deep Learning-Based Road Extraction From Historical Maps. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
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) (2022)
Gülsan Alp, Elif Sertel
Deep Learning Based Patch-Wise Land Cover Land Use Classification: A New Small Benchmark Sentinel-2 Image Dataset. IGARSS (2022)
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) (2022)
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 (2022)
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) (2021)
Burak Ekim, Elif Sertel
A Multi-Task Deep Learning Framework for Building Footprint Segmentation. CoRR (2021)
Burak Ekim, Elif Sertel
Deep neural network ensembles for remote sensing land cover and land use classification. Int. J. Digit. Earth 14 (12) (2021)
Peijuan Wang, Elif Sertel
Channel-spatial attention-based pan-sharpening of very high-resolution satellite images. Knowl. Based Syst. 229 (2021)
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) (2021)
Burak Ekim, Elif Sertel
A Multi-Task Deep Learning Framework for Building Footprint Segmentation. IGARSS (2021)
Furkan Ozcelik, Ugur Alganci, Elif Sertel, Gözde B. Ünal
Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs. CoRR (2020)
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) (2020)
Rouhollah Nasirzadehdizaji, Fusun Balik Sanli, Ziyadin Çakir, Elif Sertel
Crop Mapping Improvement by Combination of Optical and SAR datasets. Agro-Geoinformatics (2019)
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)
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)
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) (2019)
Samet Aksoy, Ozge Gorucu, Elif Sertel
Drought Monitoring using MODIS derived indices and Google Earth Engine Platform. Agro-Geoinformatics (2019)
Haydar Akcay, Sinasi Kaya, Elif Sertel, Ugur Alganci
Determination of Olive Trees with Multi-sensor Data Fusion. Agro-Geoinformatics (2019)
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) (2018)
Ugur Alganci, Baris Besol, Elif Sertel
Accuracy Assessment of Different Digital Surface Models. ISPRS Int. J. Geo Inf. 7 (3) (2018)
Hakan Kartal, Ugur Alganci, Elif Sertel
Automated Orthorectification of VHR Satellite Images by SIFT-Based RPC Refinement. ISPRS Int. J. Geo Inf. 7 (6) (2018)
Alireza Rahimzadeganasl, Elif Sertel
Automatic building detection based on CIE LUV color space using very high resolution pleiades images. SIU (2017)
Baris Besol, Ugur Alganci, Elif Sertel
The use of object based classification with nDSM to increase the accuracy of building detection. SIU (2017)
Mustafa Yanalak, Nebiye Musaoglu, Cengizhan Ipbuker, Elif Sertel, Sinasi Kaya
DEM Accuracy of High Resolution Satellite Images. ICCSA (3) (2012)
Elif Sertel
Identification of Earthquake Induced Damage Areas Using Fourier Transform and SPOT HRVIR Pan Images. Sensors 9 (3) (2009)
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) (2007)