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Journal Articles
- 2024
[j8]Esra Yildirim, Umut Günes Sefercik, Taskin Kavzoglu
:
Automated identification of vehicles in very high-resolution UAV orthomosaics using YOLOv7 deep learning model. Turkish J. Electr. Eng. Comput. Sci. 32(1): 144-165 (2024)- 2023
- [j7]Taskin Kavzoglu, Furkan Bilucan:
Effects of auxiliary and ancillary data on LULC classification in a heterogeneous environment using optimized random forest algorithm. Earth Sci. Informatics 16(1): 415-435 (2023) - 2022
- [j6]Taskin Kavzoglu, Alihan Teke:
Ensemble Conditioning Factor Selection with Markov Chain Framework for Shallow Landslide Susceptibility Mapping in Lake Sapanca Basin and its Vicinity, Turkey. Balt. J. Mod. Comput. 10(2) (2022) - [j5]Taskin Kavzoglu, Elif Özlem Yilmaz:
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. Turkish J. Electr. Eng. Comput. Sci. 30(6): 2124-2144 (2022) - 2021
- [j4]Taskin Kavzoglu, Alihan Teke, Elif Özlem Yilmaz:
Shared Blocks-Based Ensemble Deep Learning for Shallow Landslide Susceptibility Mapping. Remote. Sens. 13(23): 4776 (2021) - 2020
- [j3]Hasan Sildir, Erdal Aydin, Taskin Kavzoglu:
Design of Feedforward Neural Networks in the Classification of Hyperspectral Imagery Using Superstructural Optimization. Remote. Sens. 12(6): 956 (2020) - 2009
- [j2]Taskin Kavzoglu, Ismail Colkesen:
A kernel functions analysis for support vector machines for land cover classification. Int. J. Appl. Earth Obs. Geoinformation 11(5): 352-359 (2009) - [j1]Taskin Kavzoglu:
Increasing the accuracy of neural network classification using refined training data. Environ. Model. Softw. 24(7): 850-858 (2009)
Conference and Workshop Papers
- 2022
- [c4]Esra Yildirim, Mertcan Nazar, Umut Günes Sefercik, Taskin Kavzoglu:
Stone Pine (Pinus Pinea L.) Detection from High-Resolution UAV Imagery Using Deep Learning Model. IGARSS 2022: 441-444 - [c3]Elif Özlem Yilmaz, Alihan Teke, Taskin Kavzoglu:
Performance Evaluation of Depthwise Separable CNN and Random Forest Algorithms for Landslide Susceptibility Prediction. IGARSS 2022: 5477-5480 - [c2]Ismail Colkesen, Taskin Kavzoglu, Hasan Tonbul, Muhammed Yusuf Ozturk, Elif Özlem Yilmaz:
Poplar Tree Index (PTI): A New Vegetation Index for Monitoring Poplar Cultivated Areas. IGARSS 2022: 5567-5570 - 2016
- [c1]Ismail Colkesen, Taskin Kavzoglu:
Performance evaluation of rotation forest for svm-based recursive feature elimination using hyperspectral imagery. WHISPERS 2016: 1-5
Coauthor Index
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