Elif Sertel - RankMe

43 papers C 9Journal 23Unranked 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Comparative analysis of deep learning approaches for forest stand type classification: insights from the new VHRTreeSpecies benchmark dataset. Int. J. Digit. Earth Elif Sertel, Sule Nur Topgül
2025	J	`jnl`	Exploring You Only Look Once v8 and v9 for efficient airplane detection in very high resolution remote sensing imagery. Eng. Appl. Artif. Intell. Dogu Ilmak, Tolga Bakirman, Elif Sertel
2024	C	`conf`	Analyzing Historical Land Cover Change at the Interplay of Urbanization, Rural Depopulation, and Agricultural Land Abandonment in Bulgaria and Turkey Since the 1950s. IGARSS M. Erdem Kabadayi, Elif Sertel, Ilay Nur Tumer, Gafur Semi Sengul
2024	C	`conf`	Applying Machine Learning for Forest Attribute Mapping in Latvia - Sharing Insights from the Swedish Approach. IGARSS 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
2024	J	`jnl`	Assessment of soil salinity using explainable machine learning methods and Landsat 8 images. Int. J. Appl. Earth Obs. Geoinformation Samet Aksoy, Elif Sertel, Ribana Roscher, Aysegul Tanik, Nikou Hamzehpour
2024	C	`conf`	Automatic Building Extraction From VHR Remote Sensing Images Using Geoai Methods. IGARSS Gafur Semi Sengül, Elif Sertel
2024	J	`jnl`	Automatic Road Extraction from Historical Maps Using Transformer-Based SegFormers. ISPRS Int. J. Geo Inf. Elif Sertel, Can Michael Hucko, Mustafa Erdem Kabadayi
2024	—	`conf`	Design of GIS-Based Spatial Decision Support System For Hazelnut Cultivation: A Case Study Part of Sakarya, Türkiye. Agro-Geoinformatics Beyza Ustaoglu, Elif Sertel, Sinasi Kaya, Yasemin Ezber, Samet Aksoy, Hüseyin Irfan Balik, Orhan Karakaya, Cercis Ikiel, Derya Evrim Koç, Neriman Beyhan
2024	—	`conf`	Object-Based Detection of Hazelnut Orchards Using Very High Resolution Aerial Photographs. Agro-Geoinformatics Ilay Nur Tumer, Gafur Semi Sengul, Elif Sertel, Beyza Ustaoglu
2024	C	`conf`	The Biophysical Engine: A Global Biophysical Processor in the Google Earth Engine & Assessment of Leaf Area Index. IGARSS Samet Aksoy, Haydar Akcay, Elif Sertel
2023	—	`conf`	Assessing the Accuracy of the Esa Worldcover 2021 for the Local Region of Lalapasa/Edirne, Turkey and Recommending Possible Accuracy Improvement Strategies. Agro-Geoinformatics Paria Ettehadi Osgouei, Elif Sertel, M. Erdem Kabadayi
2023	C	`conf`	Deep Learning-Based Land Use Land Cover Segmentation of Historical Aerial Images. IGARSS Elif Sertel, Cengiz Avci, Mustafa Erdem Kabadayi
2023	C	`conf`	Forest Biophysical Parameter Estimation via Machine Learning and Neural Network Approaches. IGARSS 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
2023	C	`conf`	ForestMap: Mapping Forest Attributes Across the Globe - First Case Study. IGARSS Johan E. S. Fransson, Elif Sertel, Cem Ünsalan, Jari Salo, Anton Holmström, Jörgen Wallerman, Mats Nilsson
2023	J	`jnl`	Multi-frame super-resolution of remote sensing images using attention-based GAN models. Knowl. Based Syst. Peijuan Wang, Elif Sertel
2022	J	`jnl`	Comparative analysis of deep learning based building extraction methods with the new VHR Istanbul dataset. Expert Syst. Appl. Tolga Bakirman, Irem Komurcu, Elif Sertel
2022	C	`conf`	Deep Learning Based Patch-Wise Land Cover Land Use Classification: A New Small Benchmark Sentinel-2 Image Dataset. IGARSS Gülsan Alp, Elif Sertel
2022	J	`jnl`	Deep Learning-Based Road Extraction From Historical Maps. IEEE Geosci. Remote. Sens. Lett. Cengiz Avci, Elif Sertel, Mustafa Erdem Kabadayi
2022	J	`jnl`	HRPlanes: High Resolution Airplane Dataset for Deep Learning. CoRR Tolga Bakirman, Elif Sertel
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`	VHRShips: An Extensive Benchmark Dataset for Scalable Deep Learning-Based Ship Detection Applications. ISPRS Int. J. Geo Inf. Serdar Kizilkaya, Ugur Alganci, Elif Sertel
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`	Channel-spatial attention-based pan-sharpening of very high-resolution satellite images. Knowl. Based Syst. Peijuan Wang, Elif Sertel
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`	Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs. IEEE Trans. Geosci. Remote. Sens. Furkan Ozcelik, Ugur Alganci, Elif Sertel, Gozde Unal
2020	J	`jnl`	Comparative Research on Deep Learning Approaches for Airplane Detection from Very High-Resolution Satellite Images. Remote. Sens. Ugur Alganci, Mehmet Soydas, Elif Sertel
2020	J	`jnl`	Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs. CoRR Furkan Ozcelik, Ugur Alganci, Elif Sertel, Gözde B. Ünal
2019	—	`conf`	Characterizing the spatial variability of soil salinity in Lake Urmia Basin by applying geo-statistical methods. Agro-Geoinformatics Taha Gorji, Aylin Yildirim, Nikou Hamzehpour, Elif Sertel, Aysegul Tanik
2019	—	`conf`	Crop Mapping Improvement by Combination of Optical and SAR datasets. Agro-Geoinformatics Rouhollah Nasirzadehdizaji, Fusun Balik Sanli, Ziyadin Çakir, Elif Sertel
2019	—	`conf`	Determination of Olive Trees with Multi-sensor Data Fusion. Agro-Geoinformatics Haydar Akcay, Sinasi Kaya, Elif Sertel, Ugur Alganci
2019	—	`conf`	Determination of the Flooded Agricultural Lands with Spot 6 High Resolution Satellite Images: A Case Study of Menderes Plain, Turkey. Agro-Geoinformatics Ugur Alganci, Elif Sertel, Sinasi Kaya
2019	—	`conf`	Drought Monitoring using MODIS derived indices and Google Earth Engine Platform. Agro-Geoinformatics Samet Aksoy, Ozge Gorucu, Elif Sertel
2019	J	`jnl`	Separating Built-Up Areas from Bare Land in Mediterranean Cities Using Sentinel-2A Imagery. Remote. Sens. Paria Ettehadi Osgouei, Sinasi Kaya, Elif Sertel, Ugur Alganci
2018	J	`jnl`	Accuracy Assessment of Different Digital Surface Models. ISPRS Int. J. Geo Inf. Ugur Alganci, Baris Besol, Elif Sertel
2018	J	`jnl`	Automated Orthorectification of VHR Satellite Images by SIFT-Based RPC Refinement. ISPRS Int. J. Geo Inf. Hakan Kartal, Ugur Alganci, Elif Sertel
2018	J	`jnl`	Comparison of Landscape Metrics for Three Different Level Land Cover/Land Use Maps. ISPRS Int. J. Geo Inf. Elif Sertel, Raziye Hale Topaloglu, Betül Salli, Irmak Yay Algan, Gül Asli Aksu
2017	—	`conf`	Automatic building detection based on CIE LUV color space using very high resolution pleiades images. SIU Alireza Rahimzadeganasl, Elif Sertel
2017	—	`conf`	The use of object based classification with nDSM to increase the accuracy of building detection. SIU Baris Besol, Ugur Alganci, Elif Sertel
2012	—	`conf`	DEM Accuracy of High Resolution Satellite Images. ICCSA (3) Mustafa Yanalak, Nebiye Musaoglu, Cengizhan Ipbuker, Elif Sertel, Sinasi Kaya
2009	J	`jnl`	Identification of Earthquake Induced Damage Areas Using Fourier Transform and SPOT HRVIR Pan Images. Sensors Elif Sertel
2007	J	`jnl`	Use of Semivariograms to Identify Earthquake Damage in an Urban Area. IEEE Trans. Geosci. Remote. Sens. Elif Sertel, Sinasi Kaya, Paul J. Curran