Get started
Author

Elif Özlem Yılmaz

Observed names: E. O. Yilmaz, ELİF ÖZLEM YILMAZ, Elif Ozlem Yilmaz, Elif Özlem YILMAZ, Yilmaz, Elif Ozlem
ORCID: 0000-0002-6853-2148
Observed ORCID: 0000-0002-6853-2148
OpenAlex ID: A5100608781
Shared Blocks-Based Ensemble Deep Learning for Shallow Landslide Susceptibility Mapping
2021 · Taskin Kavzoglu, Alihan Teke, et al. · Remote Sensing · 55
PDF
Detection of illegal constructions in urban cities: comparing LIDAR data and stereo KOMPSAT-3 images with development plans
2019 · Beril Varol, Elif Özlem Yılmaz, et al. · European Journal of Remote Sensing · 40
Marine mucilage mapping with explained deep learning model using water-related spectral indices: a case study of Dardanelles Strait, Turkey
2023 · Elif Ozlem Yilmaz, Hasan Tonbul, et al. · Stochastic Environmental Research and Risk Assessment · 20
Analysis of patch and sample size effects for 2D-3D CNN models using multiplatform dataset: hyperspectral image classification of ROSIS and Jilin-1 GP01 imagery
2022 · TAŞKIN KAVZOĞLU, ELİF ÖZLEM YILMAZ · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES · 17
PDF
Object-Based Classification of Izmir Metropolitan City by Using Sentinel-2 Images
2019 · Elif Ozlem Yilmaz, Beril Varol, et al. · International Conference on Recent Advances in Space Technologies · 10
DeepSwinLite: A Swin Transformer-Based Light Deep Learning Model for Building Extraction Using VHR Aerial Imagery
2025 · Elif Ozlem Yilmaz, Taskin Kavzoglu · Remote Sensing · 9
PDF
Burned Area Detection with Sentinel-2A Data: Using Deep Learning Techniques with eXplainable Artificial Intelligence
2024 · Elif Ozlem Yilmaz, Taskin Kavzoglu · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 8
PDF
Construction and implementation of a poplar spectral library based on phenological stages for land cover classification using high-resolution satellite images
2024 · Taskin Kavzoglu, Ismail Colkesen, et al. · International Journal of Remote Sensing · 7
Performance Evaluation of Depthwise Separable CNN and Random Forest Algorithms for Landslide Susceptibility Prediction
2022 · Elif Ozlem Yilmaz, Alihan Teke, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 7
Quality Assessment for Multi-resolution Segmentation and Segment-anything Model Using Worldview-3 Imagery
2024 · E. O. Yilmaz, T. Kavzoglu · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 6
PDF
Comparative Analysis of Deep Learning and Machine Learning Models for Burned Area Estimation Using Sentinel-2 Image: A Case Study in Muğla-Bodrum, Turkey
2023 · Hasan Tonbul, Elif Ozlem Yilmaz, et al. · International Conference on Recent Advances in Space Technologies · 5
Türkiye'de Hızlı Büyüyen Türlere Ait Spektral Kütüphane Kurulması: Kavak Türleri Çalışması
2022 · Ayhan ATEŞOĞLU, Taşkın KAVZOĞLU, et al. · Bartın Orman Fakültesi Dergisi · 5
PDF
Analysis of consumer expectations, preferences and concerns on deployment of demand response in Turkey
2017 · Mustafa Alparslan Zehir, S. Erpaytoncu, et al. · Istanbul Technical University Academic Open Archive (Istanbul Technical University) · 3
An In-depth Investigation of OBIA Classification with High-Resolution Imagery: Unravelling the Explanations Behind Deep Learning and Machine Learning
2025 · Elif Ozlem Yilmaz, Taskin Kavzoglu · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2
PDF
A Performance Analysis of U-Net and U-Net++ in Building Footprint Extraction Using XAI
2025 · Elif Özlem Yılmaz, Alihan Teke, et al. · Signal Processing and Communications Applications Conference (SIU) · 1
Integration of LIME with segmentation techniques for SVM classification in Sentinel-2 imagery
2025 · Elif Ozlem Yilmaz, Yakup Kaan Uzun, et al. · Advances in Geodesy and Geoinformation · 1
Poplar Tree Index (PTI): A New Vegetation Index for Monitoring Poplar Cultivated Areas
2022 · Ismail Colkesen, Taskin Kavzoglu, et al. · IEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 1
Accuracy assessment of digital elevation models obtained from different data and methods
2017 · B. Varol, A. Tuzcu, et al. · International Conference on Recent Advances in Space Technologies · 1
Evaluating the Effectiveness of XAI Techniques in Building Footprint Extraction Through Quantitative and Qualitative Measures
2026 · Taskin Kavzoglu, Elif Ozlem Yilmaz · IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
Towards Global Interpretability: Evaluating XAI Metrics in Building Footprint Extraction
2026 · Elif Ozlem Yilmaz, Taskin Kavzoglu · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences
PDF
Global-scale explainable AI assessment for OBIA-based classification using Deep Learning and Machine Learning methods
2025 · Taskin Kavzoglu, Yakup Kaan Uzun, et al. · Advances in Geodesy and Geoinformation
PDF
USGS FIREMON ve Akdeniz’e Özgü dNBR’leri Kullanarak Orman Yanma Şiddeti İçin Piksel ve Nesne Tabanlı Topluluk Algoritmaların Kullanımı
2025 · Taşkın KAVZOĞLU, Alihan TEKE, et al.
Methodology For Extracting Poplar Planted Fields From Very High-Resolution Imagery Using Object-Based Image Analysis and Feature Selection Strategy
2024 · Elif Ozlem Yilmaz, Taskin Kavzoglu, et al. · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences
PDF
Comparative Assessment of Deep Learning and Machine Learning Models in Shallow Landslide Susceptibility Zonation
2022 · Alihan Teke, Elif Ozlem Yilmaz, et al. · International Symposium on Applied Geoinformatics (ISAG)
PDF
Yasadışı Yapılaşmanın Lidar Verileri ve İmar Planlarının Karşılaştırılması ile Tespiti
2018 · BERİL VAROL, ELİF ÖZLEM YILMAZ, et al. · VII. UZAKTAN ALGILAMA VE CBS SEMPOZYUMU UZAL-CBS2018
PDF
Works count: 26
Citation count: 198
H-index: 7
I10-index: 5
Year
Topic
Type