Taskin Kavzoglu

12 papers C 3Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
Automated identification of vehicles in very high-resolution UAV orthomosaics using YOLOv7 deep learning model.
Turkish J. Electr. Eng. Comput. Sci.
Esra Yildirim, Umut Günes Sefercik, Taskin Kavzoglu
2023 J jnl
Effects of auxiliary and ancillary data on LULC classification in a heterogeneous environment using optimized random forest algorithm.
Earth Sci. Informatics
Taskin Kavzoglu, Furkan Bilucan
2022 J jnl
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.
Taskin Kavzoglu, Elif Özlem Yilmaz
2022 J jnl
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.
Taskin Kavzoglu, Alihan Teke
2022 C conf
Performance Evaluation of Depthwise Separable CNN and Random Forest Algorithms for Landslide Susceptibility Prediction.
IGARSS
Elif Özlem Yilmaz, Alihan Teke, Taskin Kavzoglu
2022 C conf
Poplar Tree Index (PTI): A New Vegetation Index for Monitoring Poplar Cultivated Areas.
IGARSS
Ismail Colkesen, Taskin Kavzoglu, Hasan Tonbul, Muhammed Yusuf Ozturk, Elif Özlem Yilmaz
2022 C conf
Stone Pine (Pinus Pinea L.) Detection from High-Resolution UAV Imagery Using Deep Learning Model.
IGARSS
Esra Yildirim, Mertcan Nazar, Umut Günes Sefercik, Taskin Kavzoglu
2021 J jnl
Shared Blocks-Based Ensemble Deep Learning for Shallow Landslide Susceptibility Mapping.
Remote. Sens.
Taskin Kavzoglu, Alihan Teke, Elif Özlem Yilmaz
2020 J jnl
Design of Feedforward Neural Networks in the Classification of Hyperspectral Imagery Using Superstructural Optimization.
Remote. Sens.
Hasan Sildir, Erdal Aydin, Taskin Kavzoglu
2016 — conf
Performance evaluation of rotation forest for svm-based recursive feature elimination using hyperspectral imagery.
WHISPERS
Ismail Colkesen, Taskin Kavzoglu
2009 J jnl
A kernel functions analysis for support vector machines for land cover classification.
Int. J. Appl. Earth Obs. Geoinformation
Taskin Kavzoglu, Ismail Colkesen
2009 J jnl
Increasing the accuracy of neural network classification using refined training data.
Environ. Model. Softw.
Taskin Kavzoglu