Elif Sertel
0000-0003-4854-494X
Istanbul Technical University
94 papers found
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Evaluating the potential of multi-temporal Sentinel-1 and Sentinel-2 data for regional mapping of olive trees
A benchmark dataset for deep learning-based airplane detection: HRPlanes
A comprehensive analysis of different geometric correction methods for the Pleiades -1A and Spot-6 satellite images
Multi-frame super-resolution of remote sensing images using attention-based GAN models
Analysis of the association between image resolution and landscape metrics using multi-sensor LULC maps
Estimation of emissions from crop residue burning in Türkiye using remotely sensed data and the Google Earth Engine platform
Agricultural Land Abandonment in Bulgaria: A Long-Term Remote Sensing Perspective, 1950–1980
Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images
Comparative analysis of deep learning based building extraction methods with the new VHR Istanbul dataset
A comprehensive review on deep learning based remote sensing image super-resolution methods
VHRShips: An Extensive Benchmark Dataset for Scalable Deep Learning-Based Ship Detection Applications
Deep Learning Based Patch-Wise Land Cover Land Use Classification: A New Small Benchmark Sentinel-2 Image Dataset
Integrated usage of historical geospatial data and modern satellite images reveal long-term land use/cover changes in Bursa/Turkey, 1858–2020
Evaluation and comparison of MODIS and VIIRS aerosol optical depth (AOD) products over regions in the Eastern Mediterranean and the Black Sea
Assessing the performance of machine learning algorithms for soil salinity mapping in Google Earth Engine platform using Sentinel-2A and Landsat-8 OLI data
Deep Learning-Based Road Extraction From Historical Maps
High-resolution land use and land cover change analysis using GEOBIA and landscape metrics: A case of Istanbul, Turkey
Channel–spatial attention-based pan-sharpening of very high-resolution satellite images
Deep neural network ensembles for remote sensing land cover and land use classification
Automatic Road Extraction from Historical Maps Using Deep Learning Techniques: A Regional Case Study of Turkey in a German World War II Map
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