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Author

Ilyas Aydin

Observed name: İlyas AYDIN
Observed institution: Gebze Technical University
ORCID: 0000-0002-4071-8063
Observed ORCID: 0000-0002-4071-8063
OpenAlex ID: A5067668700
Comparative analyses for determining shallow water bathymetry potential of multispectral UAVs: case study in Tavşan Island, Sea of Marmara
2024 · Umut Gunes Sefercik, Mertcan Nazar, et al. · Frontiers in Marine Science · 11
Multispectral UAV-based LULC mapping performance improvement by integrating precise NDSM data and machine learning algorithms
2025 · Ilyas Aydin, Umut Gunes Sefercik · Earth Science Informatics · 10
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NDVI Prediction with RGB UAV Imagery Utilizing Advanced Machine Learning Regression Models
2025 · Ilyas Aydin, Umut Gunes Sefercik · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 4
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Generation of precise 3D building models for digital twin projects using multi-source data fusion and integration into virtual tours
2025 · Umut Gunes Sefercik, Ilyas Aydin, et al. · ISPRS Open Journal of Photogrammetry and Remote Sensing · 3
Estimation of Ground-Level NO2 Concentrations Over Megacities Using Sentinel-5P and Machine Learning Models: A Case Study of Istanbul
2025 · Nur Yagmur Aydin, Ilyas Aydin · The international archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 3
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A novel NDSM fusion approach to improve UAV-Based LCC accuracy in sloping urban areas
2025 · Umut Gunes Sefercik, Ilyas Aydin, et al. · European Journal of Remote Sensing · 3
Developing and Validating RGB UAV-Based NDVI Estimation Maps in a Heterogeneous Landscape Using Multiple Machine and Deep Learning Algorithms
2026 · Ilyas Aydin, Umut Gunes Sefercik · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 1
Visual-Inertial Perception for UAVs Using Hybrid Optical Flow and Feature Depth Estimation
2026 · Mohammad Khaneghaei, Seyed-Yaser Nabavi-Chashmi, et al. · International Artificial Intelligence and Data Processing Symposium (IDAP)
Leveraging AutoML and Deep Learning for Object-Based LULC Classification from Multispectral UAV Imagery
2026 · Ilyas Aydin, Umut Gunes Sefercik, et al. · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences
Kamera Opti̇mi̇zasyonunun Poli̇gonal İha Uçuşlarindan 3b Modelleme Kali̇tesi̇ne Etki̇si̇
2022 · Umut Güneş SEFERCİK, İlyas AYDIN, et al. · Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZAL-CBS)
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Opti̇k İha İle 3b Model Üreti̇mi̇nde Problemati̇k Noktalar Ve Çözüm Öneri̇leri̇
2022 · Umut Güneş SEFERCİK, Mertcan NAZAR, et al. · Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZAL-CBS)
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Works count: 11
Citation count: 35
H-index: 3
I10-index: 2
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