Arş. Gör. Furkan BİLÜCAN
Harita Mühendisliği

Furkan BİLÜCAN
Telefon
(262) 605 20 42
E-Posta
f.bilucan2020@gtu.edu.tr
Ofis
E Blok, 217
Çalışma alanları
Fotogrametri, Uzaktan Algılama, Dijital Görüntü İşleme, Makine Öğrenme Algoritmaları, Öznitelik Seçimi

Google Scholar

ResearchGate

SCI, SCI-Expanded Uluslararası Hakemli Dergilerde Yayınlanan Makaleler

  1. Şahin, C., Ergün, B., Bilücan F., (2024). A new method with C-means segmentation for non-uniform image coordinate system definition in panoramic imaging employing Ladybug2 camera. Scientific Reports, 14, 17970. https://doi.org/10.1038/s41598-024-68777-x (Link)
  2. Sahin, C., Ergun, B., Bilucan, F., (2024). Landmark Base Point Approach to Positional and Coastal Accuracy Analysis for Historical Map Before WWI: A Case Study 1836 Moltke and 1914 German Blue about in Historical Peninsula of İstanbul. Arabian Journal for Science and Engineering. https://doi.org/10.1007/s13369-024-09074-7 (Link)
  3. Ergun, B., Sahin, C., Bilucan. F., (2023). Level of detail (LoD) geometric analysis of relief mapping employing 3D modeling via UAV images in cultural heritage studies. Heritage Science, 11, 194. https://doi.org/10.1186/s40494-023-01041-z (Link)
  4. Kavzoglu, T., Bilucan. F., (2023). Effects of auxiliary and ancillary data on LULC classification in a heterogeneous environment using optimized random forest algorithm. Earth Science Informatics, 16, 415-435. https://doi.org/10.1007/s12145-022-00874-9 (Link)

Uluslararası Özgün Bilimsel Kitaplarda Bölüm Yazarlığı

  1. Sahin, C., Ergun, B., Bilucan, F., (2024). Terrestrial Backpack Laser Scanner Usage in Mobile Surveying: A Case Study for Cadastral Surveying. In: Sahin, C. (Eds.) Point Cloud Generation and Its Applications, IntechOpen. doi: 10.5772/intechopen.1006158 (Link)

Uluslararası Bildiriler

  1. Bilucan, F., Teke, A., Kavzoglu, T. (2024). Susceptibility Mapping of Wildfires Using XGBoost, Random Forest and AdaBoost: A Case Study of Mediterranean Ecosystem. In: Bezzeghoud, M., et al. Recent Research on Geotechnical Engineering, Remote Sensing, Geophysics and Earthquake Seismology. MedGU 2022. Advances in Science, Technology Innovation. Springer, Cham. https://doi.org/10.1007/978-3-031-48715-6_22 (Link)
  2. Ergun, B., Sahin, C.,Bilucan, F., (2024). Digital Twin Base Model Study by Means of UAV Photogrammetry for Library of Gebze Technical University. In: Ben Ahmed, M., Boudhir, A.A., El Meouche, R., Karaș, İ.R. (eds) Innovations in Smart Cities Applications Volume 7. SCA 2023. Lecture Notes in Networks and Systems, vol 938. Springer, Cham. https://doi.org/10.1007/978-3-031-54376-0_21. (Link)
  3. Ergun, B., Sahin, C., Bilucan, F., (2023). 3D Modeling of Gebze Technical University Electronics Engineering Building with UAV Photogrammetry Method for Integration to Smart City Applications, 17th International Scientific Research Congress (UBAK), 19-20 August 2023, Ankara, Türkiye. (Link)
  4. Bilucan, F., and Kavzoglu, T., (2021). Contribution of auxiliary and ancillary data to land use/land cover classification performance using Sentinel-2A images. International Symposium on Applied Geoinformatics (ISAG), 2-3 December 2021, Riga, Latvia. (Link)
  5. Bilucan, F., and Kavzoglu, T., (2021). The Effect of Auxiliary Data (Slope, Aspect and Elevation) on Land Use/Land Cover Classification Accuracy of Sentinel–2A Image Using Random Forest Classifier. 2nd Intercontinental Geoinformation Days (IGD), 5-6 May 2021, Mersin, Türkiye (Link)
  6. Kavzoglu,T.,Bilucan, F., Teke, A., (2020) Comparison of Support Vector Machines, Random Forest and Decision Tree Methods for Classification of Sentinel - 2A Image Using Different Band Combinations, The 41th Asian Conference on Remote Sensing (ACRS), 9-11 November, Deqinq, China. (Link)
  7. Kavzoglu, T., Teke., A.,Bilucan, F., (2020) Effectiveness of Machine Learning Algorithms in Landslide Susceptibility Mapping: A Case Study of Trabzon Province, Turkey, The 41th Asian Conference on Remote Sensing (ACRS), 9-11 November, Deqinq, China.(Link)

Ulusal Bildiriler

  1. Bilucan, F., Teke, A., Kavzoglu, T. (2022). Topluluk Tabanlı Makine Öğrenmesi Algoritmaları ile Orman Yangını Duyarlılık Haritalaması: Hatay Örneği, VIII. Uzaktan Algılama ve Coğrafi Bilgi Sistemleri Sempozyumu (UZAL- CBS 2022), 17-19 Kasım 2022, Ankara, Türkiye. (Link)

SCI Uluslararası Dergilerde Hakemlik

  1. Arabian Journal of Geosciences

Bilücan, F., "Uydu Görüntülerinin İşlenmesinde Kullanılan Yardımcı Veriler ve Sınıflandırma Doğruluğuna Etkileri", Gebze Teknik Üniversitesi, Fen Bilimleri Enstitüsü, Yüksek Lisans Tezi, 2021. (Link)

  • Doktora: Gebze Teknik Üniversitesi, Harita Mühendisliği (2021-Devam ediyor)
  • Yüksek lisans: Gebze Teknik Üniversitesi, Harita Mühendisliği (2020-2021)
    İstanbul Teknik Üniversitesi, Geomatik Mühendisliği (2018-2020)
  • Lisans: İstanbul Teknik Üniversitesi, Geomatik Mühendisliği (2018)