Elif Sertel

Orcid: 0000-0003-4854-494X

According to our database1, Elif Sertel authored at least 31 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2023
Multi-frame super-resolution of remote sensing images using attention-based GAN models.
Knowl. Based Syst., April, 2023

Deep Learning-Based Land Use Land Cover Segmentation of Historical Aerial Images.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

ForestMap: Mapping Forest Attributes Across the Globe - First Case Study.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

Forest Biophysical Parameter Estimation via Machine Learning and Neural Network Approaches.
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.
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.
Remote. Sens., 2022

Deep Learning-Based Road Extraction From Historical Maps.
IEEE Geosci. Remote. Sens. Lett., 2022

VHRShips: An Extensive Benchmark Dataset for Scalable Deep Learning-Based Ship Detection Applications.
ISPRS Int. J. Geo Inf., 2022

Comparative analysis of deep learning based building extraction methods with the new VHR Istanbul dataset.
Expert Syst. Appl., 2022

HRPlanes: High Resolution Airplane Dataset for Deep Learning.
CoRR, 2022

Deep Learning Based Patch-Wise Land Cover Land Use Classification: A New Small Benchmark Sentinel-2 Image Dataset.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021
Rethinking CNN-Based Pansharpening: Guided Colorization of Panchromatic Images via GANs.
IEEE Trans. Geosci. Remote. Sens., 2021

Channel-spatial attention-based pan-sharpening of very high-resolution satellite images.
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.
ISPRS Int. J. Geo Inf., 2021

Deep neural network ensembles for remote sensing land cover and land use classification.
Int. J. Digit. Earth, 2021

A Multi-Task Deep Learning Framework for Building Footprint Segmentation.
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.
Remote. Sens., 2020

2019
Separating Built-Up Areas from Bare Land in Mediterranean Cities Using Sentinel-2A Imagery.
Remote. Sens., 2019

Crop Mapping Improvement by Combination of Optical and SAR datasets.
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.
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.
Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Drought Monitoring using MODIS derived indices and Google Earth Engine Platform.
Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

Determination of Olive Trees with Multi-sensor Data Fusion.
Proceedings of the 8th International Conference on Agro-Geoinformatics, 2019

2018
Comparison of Landscape Metrics for Three Different Level Land Cover/Land Use Maps.
ISPRS Int. J. Geo Inf., 2018

Automated Orthorectification of VHR Satellite Images by SIFT-Based RPC Refinement.
ISPRS Int. J. Geo Inf., 2018

Accuracy Assessment of Different Digital Surface Models.
ISPRS Int. J. Geo Inf., 2018

2017
Automatic building detection based on CIE LUV color space using very high resolution pleiades images.
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.
Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

2012
DEM Accuracy of High Resolution Satellite Images.
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.
Sensors, 2009

2007
Use of Semivariograms to Identify Earthquake Damage in an Urban Area.
IEEE Trans. Geosci. Remote. Sens., 2007


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