Mustafa Ustuner

12 papers Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
An assessment of training data for agricultural land cover classification: a case study of Bafra, Türkiye.
Earth Sci. Informatics
Mustafa Ustuner, Fatih Fehmi Simsek
2025 J jnl
Post-seismic structural assessment: advanced crack detection through complex feature extraction using pre-trained deep learning and machine learning integration.
Earth Sci. Informatics
Hatice Catal Reis, Veysel Turk, Mustafa Ustuner, Cagla Melisa Kaya Yildiz, Ramazan Tatli
2024 J jnl
Innovative remote sensing methodologies and applications in coastal and marine environments.
Geo spatial Inf. Sci.
Qing Zhao, Antonio Pepe, Virginia Zamparelli, Pietro Mastro, Francesco Falabella, Saygin Abdikan, Caglar Bayik, Fusun Balik Sanli, Mustafa Ustuner, Nevin Betul Avsar, Jingjing Wang, Peng Chen, Zhengjie Li, Adam T. Devlin, Fabiana Calò
2024 J jnl
Randomized Principal Component Analysis for Hyperspectral Image Classification.
CoRR
Mustafa Ustuner
2019 — conf
A Booster Analysis of Extreme Gradient Boosting for Crop Classification using PolSAR Imagery.
Agro-Geoinformatics
Mustafa Ustuner, Fusun Balik Sanli, Saygin Abdikan, Gokhan Bilgin, Cigdem Goksel
2019 J jnl
Polarimetric Target Decompositions and Light Gradient Boosting Machine for Crop Classification: A Comparative Evaluation.
ISPRS Int. J. Geo Inf.
Mustafa Ustuner, Fusun Balik Sanli
2018 — conf
Comparing the classification performances of supervised classifiers with balanced and imbalanced SAR data sets.
SIU
Mustafa Ustuner, Unsal Gokdag, Gokhan Bilgin, Fusun Balik Sanli
2018 — conf
Kernel extreme learning machines for PolSAR image classification using spatial features.
SIU
Unsal Gokdag, Mustafa Ustuner, Gokhan Bilgin, Fusun Balik Sanli
2017 — conf
Combining Landsat and ALOS data for land cover mapping.
SIU
Saygin Abdikan, Mustafa Ustuner, Fusun Balik Sanli, Gokhan Bilgin
2017 — conf
Land use and cover classification of Sentinel-IA SAR imagery: A case study of Istanbul.
SIU
Mustafa Ustuner, Fusun Balik Sanli, Gokhan Bilgin, Saygin Abdikan
2015 — conf
Mitosis detection on histopathological images using statistical detection algorithms.
SIU
Mustafa Ustuner, Gokhan Bilgin
2014 — conf
Fusion and classification of synthetic aparture radar and multispectral sattellite data.
SIU
Tolga Bakirman, Gökhan Bilgin, Fusun Balik Sanli, Erkan Uslu, Mustafa Ustuner