Harita Mühendisliği

Prof. Dr. Taşkın KAVZOĞLU
Harita Mühendisliği

Taşkın  KAVZOĞLU
Telefon
(262) 6051801
E-Posta
kavzoglugtu.edu.tr
Ofis
F Blok, 109
Çalışma alanları
Uzaktan Algılama, Makine Öğrenme Algoritmaları, Veri Madenciliği, Dijital Görüntü İşleme, Heyelan Rsik Haritalama, Kent Bilgi Sİstemleri
Detaylı özgeçmiş
TK_özgeçmiş_yayın_liste_TR.pdf
  1. Kutlug Sahin, E., Colkesen, I., Kavzoglu, T., “A Comparative Assessment of Canonical Correlation Forest, Random Forest, Rotation Forest and Logistic Regression Methods for Landslide Susceptibility Mapping”, Geocarto International. doi: 10.1080/10106049.2018.1516248
  2. Kavzoglu, T., Colkesen, I. and Kutlug Sahin, E. (2019) “Machine Learning Techniques in Landslide Susceptibility Mapping: A Survey and A Case Study”, In T.N. Singh, V. Vishal and S.P. Pradhan (Eds), Landslides: Theory, Practice;and Modelling, NTHR series, Springer. Chapter 13, pp. 283-301.doi: 10.1007/978-3-319-77377-3_13
  3. Colkesen, I. and Kavzoglu, T. (2019) “Comparative Evaluation of Decision‐Forest Algorithms in Object‐Based Land Use and Land Cover Mapping”, In H.R. Pourghasemi and C. Gokceoglu (Eds.), Spatial Modeling in GIS and R for Earth and Environmental Science, Chapter 23, pp. 499-517. Elsevier, Academic Press.
  4. Colkesen, I., and Kavzoglu, T., 2018. “Selection of Optimal Object Features in Object-Based Image Analysis Using Filter-Based Algorithms”, Journal of the Indian Society of Remote Sensing. 46(8),1233-1242.doi:10.1007/s12524-018-0807-x
  5. Kavzoglu, T., Tonbul, H., Yildiz Erdemir, M., Colkesen, I., 2018. “Dimensionality Reduction and Classification of Hyperspectral Images Using Object-Based Image Analysis”, Journal of the Indian Society of Remote Sensing. 46(8), 1297-1306. doi: 10.1007/s12524-018-0803-1
  6. Kavzoglu, T., Tonbul, H., 2018. “An Experimental Comparison of Multi-Resolution Segmentation, SLIC and K-means Clustering for Object-Based Classification of VHR Imagery”, International Journal of Remote Sensing. 39(18), 6020-6036. doi: 10.1080/01431161.2018.1506592
  7. Kavzoglu, T.(2017) “Object-Oriented Random Forest for High Resolution Land Cover Mapping Using Quickbird-2 Imagery“ In Handbook of Neural Computation (ed. P. Samui, S.S. Roy, and V.E. Balas), Chapter 33, pp. 607-619.Elsevier, Academic Press.
  8. Colkesen, T. Kavzoglu,(2017)</span>“The Use of Logistic Model Tree (LMT) for Pixel- and Object-Based Classifications Using High Resolution WorldView-2 Imagery”. Geocarto International, 32(1), 71-86 .
  9. E. Kutlug Sahin, C. Ipbuker and T. Kavzoglu,(2017)</span>“Investigation of Automatic Feature Weighting Methods (Fisher, Chi-square and Relief-F) for Landslide Susceptibility Mapping”. Geocarto International. 32(9), 956-977.
  10. Colkesen, I., and Kavzoglu, T.,(2017)</span>“Ensemble-based canonical correlation forest (CCF) for land use and land cover classification using Sentinel-2 and Landsat OLI imagery”, Remote Sensing Letters, 8(11), 1082-1091.
  11. Kavzoglu, T., Yildiz Erdemir, M., Tonbul, H.,(2017)</span>“Classification of semiurban landscapes from very high-resolution satellite images using a regionalized multiscale segmentation approach,” Journal of Applied Remote Sensing, 11(3),035016.
  12. T. Kavzoglu and H. Tonbul,(2017)</span>“A Comparative Study of Segmentation Quality for Multi-resolution Segmentation and Watershed Transform”, Recent Advances in Space Technologies, Space Economy: Development and Sustainability, 19-22 June, Istanbul pp.113-117.
  13. T. Kavzoglu and H. Tonbul,(2017)</span>“An Experimental Comparison of Multi-Resolution Segmentation and K-Means Clustering For Object-Based Classification of VHR Imagery”, RSPSoc 2017 Annual Conference: Earth Planets: Making the Most of Our Observations. 5-8 September, London, UK.
  14. H. Tonbul and T. Kavzoglu,(2017)</span>“The Effect of Shape and Compactness Parameters on Segmentation Quality: A Case Study”, International Symposium on GIS Applications in GeographyGeosciences, 18-21 October, Çanakkale.
  15. T. Kavzoglu and H. Tonbul,(2017)</span>“Selecting Optimal Parameters of SLIC Superpixels by Using Discrepancy Measures”, 38th Asian Conference on Remote Sensing (ACRS 2017), October 23-27, New Delhi, India.
  16. Colkesen, E.K. Sahin and T. Kavzoglu,(2017)</span>“Performance Analysis of IWSS Hybrid Filter-Wrapper Feature Selection Method in Object-Based Crop-Type Classification”, AGU Fall Meeting, 11-15 December 2017, New Orleans, USA.
  17. E.K. Sahin, I. Colkesen and T. Kavzoglu,(2017)</span>“Multi-Collinearity Based Model Selection for Landslide Susceptibility Mapping: A Case Study from Ulus District of Karabuk, Turkey”, AGU Fall Meeting, 11-15 December 2017, New Orleans, USA.
  18. H. Tonbul and T. Kavzoglu,(2017)</span>“Object-based Forest Fire Analysis for Pedrógão Grande Fire Using Landsat 8 OLI and Sentinel-2A Imagery”, AGU Fall Meeting, 11-15 December 2017, New Orleans, USA .
  19. T. Kavzoglu, M. Yildiz Erdemir and H. Tonbul,(2016)</span>“Evaluating Performances of Spectral Indices for Burned Area Mapping Using Object-Based Image Analysis”, International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, 5-8 July, Montpellier, France.
  20. T. Kavzoglu, and M. Yildiz Erdemir,(2016)</span>“A Hierarchical Scale Setting Strategy for Improved Segmentation Performance Using Very High Resolution Images”, International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences, 5-8 July, Montpellier, France.
  21. T. Kavzoglu, M. Yildiz Erdemir and H. Tonbul,(2016)</span>“A Region-Based Multi-Scale Approach For Object-Based Image Analysis”, XXIII Congress of International Society of Photogrammetry and Remote Sensing (ISPRS’2016), Prague, Czech Republic, 12-19 July.
  22. H. Tonbul, T. Kavzoglu and S. Kaya,(2016)</span>“Assessment of Fire Severity and Post-Fire Regeneration Based on Topographical Features Using Multitemporal Landsat Imagery: A Case Study in Mersin, Turkey”, XXIII Congress of International Society of Photogrammetry and Remote Sensing (ISPRS’2016), Prague, Czech Republic, 12-19 July.
  23. Colkesen and T. Kavzoglu,(2016)</span>“Performance Evaluation of Rotation Forest for SVM-Based Recursive Feature Elimination Using Hyperspectral Imagery”. 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 21-24 Augıust, Los Angeles, USA.
  24. H. Tonbul and T. Kavzoglu,(2016)</span>“Performance Evaluation of Shape/Compactness Segmentation Parameters in Image Classification Using Quickbird-2 Imagery”. AGU Fall Meeting, 12-16 December 2016, San Francisco, USA.
  25. Colkesen, E.K. Sahin and T. Kavzoglu,(2016)</span>“Susceptibility mapping of shallow landslides using kernel-based Gaussian process, support vector machines and logistic regression”, Journal of African Earth Sciences, 118, 53-64.
  1. Emlak Ve Çevre Temizlik Vergi Gelirlerinin KBS İle Takibinin Yapılmasına Yönelik Proje Tasarımı ve Uygulaması, Ruhi ERMİŞOĞLU, 2002. Yüksek Lisans Tezi.
  2. Maksimum Likehood Sınıflandırıcısı ve Yapay Sinir Ağları Yöntemiyle Uydu Fotoğraflarından Gebze ilçesinin Tematik Haritasının Elde Edilmesi, Cem GÜZEL, 2003. Yüksek Lisans Tezi.
  3. İstanbul Haliç Bölgesindeki Su Kirliliği Değişiminin Uzaktan Algılama Yöntemi İle Analizi, Mehmet Zeki İMAMOĞLU, 2004. Yüksek Lisans Tezi.
  4. Hava Alanı Coğrafi Bilgi Sistemi Tasarımı, Eşref YILMAZ, 2005. Yüksek Lisans Tezi.
  5. Uydu Görüntüleri Kullanarak Hidrokarbon Sızıntılarının Belirlenmesi: Batman Örneği, Mehmet Baha DİNİBÜTÜN , 2005. Yüksek Lisans Tezi.
  6. Hazine arazileri yönetim bilgi sistemi tasarımı: Çankaya Örneği, Ahmet Arslan , 2006. Yüksek Lisans Tezi.
  7. Uydu görüntüleri yardımıyla yol üst yapısında meydana gelen değişimlerin otomatik tespiti ve yol bakım planlaması, Yunus Emre Şen, 2006. Yüksek Lisans Tezi.
  8. Diyarbakır İlinin Kentsel Dönüşüm Analizinin Uzaktan Algılanmış Görüntüler Kullanılarak Yapılması, Abdullah USLU, 2007. Yüksek Lisans Tezi.
  9. Şereflikoçhisar İlçesindeki Tarım Arazilerinde Uzaktan Algılama Yöntemiyle Ekili Alanların Tespiti ve Rekolte Tahmini. Ahmet Süslü. Yüksek Lisans Tezi.
  10. İstanbul GOAD Haritalarının Bilgi Sistemine Aktarılması ve Güncel Durum İle Karşılaştırılması, Yakup Candemir, 2008. Yüksek Lisans Tezi.
  11. Çevre Kalitesi Analizine Yönelik Bilgi Sistemi Tasarımı, H. Serhan Çevik, 2009. Yüksek Lisans Tezi.
  12. İstanbul Turistik Bilgi Sisteminin Tasarlanması. Nejmettin Mermer, 2009. Yüksek Lisans Tezi.
  13. Uzaktan Algılamada İleri Sınıflandırma Tekniklerinin Karşılaştırılması ve Analizi, İsmail Çölkesen, 2009. Yüksek Lisans Tezi.
  14. Kocaeli turistik bilgi sisteminin hazırlanması. Yusuf Ziya Demirci. 2010. Yüksek Lisans Tezi.
  15. Coğrafi Bilgi Sistemlerinde Çok Kriterli Karar Analizi Yöntemi Kullanılarak Heyelan Duyarlılık Haritasının Üretilmesi: Trabzon İli Örneği, Emrehan Kutluğ Şahin. 2012. Yüksek Lisans Tezi.
  16. Görüntü Segmentasyon Metotlarının Sınıflandırma Performansı Üzerine Etkilerinin Araştırılması. Merve Yıldız. 2012.Yüksek Lisans Tezi.
  17. Çok Hisseli Parsellerde İmar Planı Uygulaması:Sultanbeyli Örneği,Terzioğlu, A.G., 2015,Yüksek Lisans Tezi.
  18. Uzaktan Algılama Teknikleriyle Arktik Bölgesi ve Antarktika Kıtasındaki
    Deniz Buzlarının Belirlenmesi, Dernek, N., 2017, Yüksek Lisans Tezi
  19. Özellik Seçimi Algoritmaları Kullanılarak Heyelanda Etkili Faktörlerin
    Belirlenmesi Ve Heyelan Duyarlılık Haritalarının Üretilmesi, E.K. Şahin, Eş-Danışman, Doktora Tezi.
  20. Türkiye Ölçeğinde İnsansız Hava Araçları İçin Mekânsal Bilgi Sisteminin Tasarlanması, Yaşar, M.İ., 2018,&amp;amp;amp;amp;#160;Harita Mühendisliği Bölümü, Gebze Teknik Üniversitesi, Fen Bilimleri Enstitüsü
  21. İnsansız Hava Araçları Kullanarak Ortofoto Harita Üretimi ve Doğruluk Analizleri, Atak, H., 2018, Yüksek Lisans, Gebze Teknik Üniversitesi, Fen Bilimleri Enstitüsü
  22. Atık Yönetiminde Coğrafi Bilgi Sistemlerinin Kullanımı: Beykoz İlçesi Örneği, Kuru, H. 2018, Yüksek Lisans, Gebze Teknik Üniversitesi, Fen Bilimleri Enstitüsü
  • Doktora: "An Investigation of the Design and Use of Feed-Forward Artificial Neural Networks in the Classification of Remotely Sensed Images", Nottingham University (2001)
  • Yüksek lisans: "An Analysis of the Characteristics of Feed-Forward Artificial Neural Networks in Relation to Land Cover Classification Accuracy", Nottingham University (1997)
  • Lisans: "Röleve Alımında Yersel Fotogrametri Uygulaması", Karadeniz Teknik Üniversitesi (1993)
Akademik/İdari ve Danışmanlık Görevleri :

- Türkiye Bilimler Akademisi (TÜBA) Asossiye Üyeliği (2014-Devam)
- Harita Mühendisliği Bölümü Bölüm Başkanlığı (2003-Devam)
- Beykoz Belediye Başkan Danışmanlığı (2010-Devam)
- Türkiye Ulusal Fotogrametri ve Uzaktan Algılama Birliği Konsey Üyesi (2013-Devam)
- İBB Orotofoto Projesinde Danışmanlık Görevi (2016-Devam)
- Gebze Bilişim ve Teknoloji Vakfı Mütevelli Heyeti Üyesi (2014-Devam)
- Rektör Yardımcısı (2010-2014)

Dergi Yayın Kurulu Üyeliği:
Harita Dergisi, Journal of Geodesy and Geoinformation, Geomatik, International Journal of Environment and Geoinformatics.

Hakemlik Yapılan Uluslararası Dergiler (Toplam 101 Dergi) :
Advanced Engineering Informatics; Advances in Remote Sensing; Advances in Space Research;; African Journal of Agricultural Research; African Journal of Business Management; Applied Geomatics; Applied Soft Computing; Arabian Journal for Science and Engineering; Arabian Journal of Geosciences; Archives of Agronomy and Soil Science; ASCE Journal of Surveying Engineering; Atmospheric Research; Bartın Orman Fakültesi Dergisi; Building and Environment; Bulletin of Engineering Geology and the Environment; Cartography and Geographic Information Science; Catena; Climate Research; Computers and Geosciences; Digital Signal Processing; Disaster Advances; Earth Science Informatics; Earth Sciences Research Journal; Ecological Engineering; Ecopersia; Engineering Geology; Environment, Development and Sustainability; Environmental Earth Sciences; Environmental Engineering Science; Environmental Modeling and Software; Environmental Monitoring and Assessment; Environmental Technology; European Journal of Remote Sensing; Experimental Techniques; Fresenius Environmental Bulletin; Geocarto International; Geomatics; Georisk; GIScience and Remote Sensing; Gümüşhane University Journal of Science and Technology Institute; Habitat International; Harita Dergisi; Harita Teknolojileri Dergisi; Human and Ecological Risk Assessment; IEEE Access; IEEE Geoscience and Remote Sensing Letters; IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing; IEEE Transactions on Geoscience and Remote Sensing; IEEE Transactions on Industrial Informatics; Information; Information Fusion; Information Sciences; International Journal of Applied Earth Observation and Geoinformation; International Journal of Digital Earth; International Journal of Engineering and Geosciences; International Journal of Image Processing; International Journal of Informatics Technologies; International Journal of Information Technology & Decision Making; International Journal of Physical Sciences; International Journal of Remote Sensing; ISPRS Journal of Photogrammetry and Remote Sensing; Journal of Applied Remote Sensing; Journal of Atmospheric and Solar-Terrestrial Physics; Journal of Earthquake Engineering; Journal of Environment and Bioenergy; Journal of Environmental Management; Journal of Geodesy and Geoinformation; Journal of Geography, Environment and Earth Science International; Journal of Geography & Natural Disasters; Journal of Mountain Science; Journal of Oceanography and Marine Science; Journal of Science and Technology of Dumlupınar University; Journal of Urban and Environmental Engineering; Journal of Zhejiang University Science; KSCE Journal of Civil Engineering; Land Degradation & Development; Landslides; Mathematical Geosciences; Measurement; Natural Hazards; Natural Hazards and Risk; Natural Hazards and Earth System Sciences; Ocean & Coastal Management; Ocean Engineering; The Open Civil Engineering Journal; Open Journal of Geology; Optical Engineering; Physics and Chemistry of the Earth; Proceedings of ICE journal - Civil Engineering; Remote Sensing; Remote Sensing Applications: Society and Environment; Remote Sensing Letters; Remote Sensing of Environment; Scientific Reports; Scientific Research and Essays; Sensor Review; Sensors; Signal Image and Video Processing; Sustainability; Turkish Journal of Agriculture and Forestry; Turkish Journal of Earth Sciences.