Elif Sertel

According to our database, Elif Sertel authored at least 38 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Assessment of soil salinity using explainable machine learning methods and Landsat 8 images.

Samet Aksoy, Elif Sertel, Ribana Roscher, Aysegul Tanik, Nikou Hamzehpour

Int. J. Appl. Earth Obs. Geoinformation, 2024

Automatic Building Extraction From VHR Remote Sensing Images Using Geoai Methods.

Gafur Semi Sengül, Elif Sertel

Proceedings of the IGARSS 2024, 2024

Analyzing Historical Land Cover Change at the Interplay of Urbanization, Rural Depopulation, and Agricultural Land Abandonment in Bulgaria and Turkey Since the 1950s.

M. Erdem Kabadayi, Elif Sertel, Ilay Nur Tumer, Gafur Semi Sengul

Proceedings of the IGARSS 2024, 2024

Applying Machine Learning for Forest Attribute Mapping in Latvia - Sharing Insights from the Swedish Approach.

Johan E. S. Fransson, Dag Björnberg, Anton Holmström, Jorge F. Lazo, Welf Löve, Mats Nilsson, Jari Salo, Maurizio Santoro, Elif Sertel, Shafiullah Soomro, Jörgen Wallerman, Cem Ünsalan, Juris Zarins

Proceedings of the IGARSS 2024, 2024

The Biophysical Engine: A Global Biophysical Processor in the Google Earth Engine & Assessment of Leaf Area Index.

Samet Aksoy, Haydar Akcay, Elif Sertel

Proceedings of the IGARSS 2024, 2024

Design of GIS-Based Spatial Decision Support System For Hazelnut Cultivation: A Case Study Part of Sakarya, Türkiye.

Beyza Ustaoglu, Elif Sertel, Sinasi Kaya, Yasemin Ezber, Samet Aksoy, Hüseyin Irfan Balik, Orhan Karakaya, Cercis Ikiel, Derya Evrim Koç, Neriman Beyhan

Proceedings of the 12th International Conference on Agro-Geoinformatics, 2024

Object-Based Detection of Hazelnut Orchards Using Very High Resolution Aerial Photographs.

Ilay Nur Tumer, Gafur Semi Sengul, Elif Sertel, Beyza Ustaoglu

Proceedings of the 12th International Conference on Agro-Geoinformatics, 2024

2023

Multi-frame super-resolution of remote sensing images using attention-based GAN models.

Peijuan Wang, Elif Sertel

Knowl. Based Syst., April, 2023

Deep Learning-Based Land Use Land Cover Segmentation of Historical Aerial Images.

Elif Sertel, Cengiz Avci, Mustafa Erdem Kabadayi

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

ForestMap: Mapping Forest Attributes Across the Globe - First Case Study.

Johan E. S. Fransson, Elif Sertel, Cem Ünsalan, Jari Salo, Anton Holmström, Jörgen Wallerman, Mats Nilsson

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Forest Biophysical Parameter Estimation via Machine Learning and Neural Network Approaches.

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Assessing the Accuracy of the Esa Worldcover 2021 for the Local Region of Lalapasa/Edirne, Turkey and Recommending Possible Accuracy Improvement Strategies.

Paria Ettehadi Osgouei, Elif Sertel, M. Erdem Kabadayi

Proceedings of the 11th International Conference on Agro-Geoinformatics, 2023

2022

Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images.

Elif Sertel, Burak Ekim, Paria Ettehadi Osgouei, M. Erdem Kabadayi

Remote. Sens., 2022

Deep Learning-Based Road Extraction From Historical Maps.

Cengiz Avci, Elif Sertel, Mustafa Erdem Kabadayi

IEEE Geosci. Remote. Sens. Lett., 2022

VHRShips: An Extensive Benchmark Dataset for Scalable Deep Learning-Based Ship Detection Applications.

Serdar Kizilkaya, Ugur Alganci, Elif Sertel

ISPRS Int. J. Geo Inf., 2022

Comparative analysis of deep learning based building extraction methods with the new VHR Istanbul dataset.

Tolga Bakirman, Irem Komurcu, Elif Sertel

Expert Syst. Appl., 2022

HRPlanes: High Resolution Airplane Dataset for Deep Learning.

Tolga Bakirman, Elif Sertel

CoRR, 2022

Deep Learning Based Patch-Wise Land Cover Land Use Classification: A New Small Benchmark Sentinel-2 Image Dataset.

Gülsan Alp, Elif Sertel

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

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

Furkan Ozcelik, Ugur Alganci, Elif Sertel, Gozde Unal

IEEE Trans. Geosci. Remote. Sens., 2021

Channel-spatial attention-based pan-sharpening of very high-resolution satellite images.

Peijuan Wang, Elif Sertel

Knowl. Based Syst., 2021

Automatic Road Extraction from Historical Maps Using Deep Learning Techniques: A Regional Case Study of Turkey in a German World War II Map.

Burak Ekim, Elif Sertel, M. Erdem Kabadayi

ISPRS Int. J. Geo Inf., 2021

Deep neural network ensembles for remote sensing land cover and land use classification.

Burak Ekim, Elif Sertel

Int. J. Digit. Earth, 2021

A Multi-Task Deep Learning Framework for Building Footprint Segmentation.

Burak Ekim, Elif Sertel

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Comparative Research on Deep Learning Approaches for Airplane Detection from Very High-Resolution Satellite Images.

Ugur Alganci, Mehmet Soydas, Elif Sertel

Remote. Sens., 2020

2019

Separating Built-Up Areas from Bare Land in Mediterranean Cities Using Sentinel-2A Imagery.

Paria Ettehadi Osgouei, Sinasi Kaya, Elif Sertel, Ugur Alganci

Remote. Sens., 2019

Crop Mapping Improvement by Combination of Optical and SAR datasets.

Rouhollah Nasirzadehdizaji, Fusun Balik Sanli, Ziyadin Çakir, Elif Sertel

Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Characterizing the spatial variability of soil salinity in Lake Urmia Basin by applying geo-statistical methods.

Taha Gorji, Aylin Yildirim, Nikou Hamzehpour, Elif Sertel, Aysegul Tanik

Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Determination of the Flooded Agricultural Lands with Spot 6 High Resolution Satellite Images: A Case Study of Menderes Plain, Turkey.

Ugur Alganci, Elif Sertel, Sinasi Kaya

Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Drought Monitoring using MODIS derived indices and Google Earth Engine Platform.

Samet Aksoy, Ozge Gorucu, Elif Sertel

Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Determination of Olive Trees with Multi-sensor Data Fusion.

Haydar Akcay, Sinasi Kaya, Elif Sertel, Ugur Alganci

Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

2018

Comparison of Landscape Metrics for Three Different Level Land Cover/Land Use Maps.

Elif Sertel, Raziye Hale Topaloglu, Betül Salli, Irmak Yay Algan, Gül Asli Aksu

ISPRS Int. J. Geo Inf., 2018

Automated Orthorectification of VHR Satellite Images by SIFT-Based RPC Refinement.

Hakan Kartal, Ugur Alganci, Elif Sertel

ISPRS Int. J. Geo Inf., 2018

Accuracy Assessment of Different Digital Surface Models.

Ugur Alganci, Baris Besol, Elif Sertel

ISPRS Int. J. Geo Inf., 2018

2017

Automatic building detection based on CIE LUV color space using very high resolution pleiades images.

Alireza Rahimzadeganasl, Elif Sertel

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

The use of object based classification with nDSM to increase the accuracy of building detection.

Baris Besol, Ugur Alganci, Elif Sertel

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2012

DEM Accuracy of High Resolution Satellite Images.

Mustafa Yanalak, Nebiye Musaoglu, Cengizhan Ipbuker, Elif Sertel, Sinasi Kaya

Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012

2009

Identification of Earthquake Induced Damage Areas Using Fourier Transform and SPOT HRVIR Pan Images.

Elif Sertel

Sensors, 2009

2007

Use of Semivariograms to Identify Earthquake Damage in an Urban Area.

Elif Sertel, Sinasi Kaya, Paul J. Curran

IEEE Trans. Geosci. Remote. Sens., 2007