Fusion and classification of synthetic aparture radar and multispectral sattellite data. - Tolga Bakirman; Gökhan Bilgin; Fusun Balik Sanli; Erkan Uslu; Mustafa Ustuner (SIU, 2014)

Mitosis detection on histopathological images using statistical detection algorithms. - Mustafa Ustuner; Gokhan Bilgin (SIU, 2015)

Combining Landsat and ALOS data for land cover mapping. - Saygin Abdikan; Mustafa Ustuner; Fusun Balik Sanli; Gokhan Bilgin (SIU, 2017)

Land use and cover classification of Sentinel-IA SAR imagery: A case study of Istanbul. - Mustafa Ustuner; Fusun Balik Sanli; Gokhan Bilgin; Saygin Abdikan (SIU, 2017)

Kernel extreme learning machines for PolSAR image classification using spatial features. - Unsal Gokdag; Mustafa Ustuner; Gokhan Bilgin; Fusun Balik Sanli (SIU, 2018)

Comparing the classification performances of supervised classifiers with balanced and imbalanced SAR data sets. - Mustafa Ustuner; Unsal Gokdag; Gokhan Bilgin; Fusun Balik Sanli (SIU, 2018)

A Booster Analysis of Extreme Gradient Boosting for Crop Classification using PolSAR Imagery. - Mustafa Ustuner; Fusun Balik Sanli; Saygin Abdikan; Gokhan Bilgin; Cigdem Goksel (Agro-Geoinformatics, 2019)

Polarimetric Target Decompositions and Light Gradient Boosting Machine for Crop Classification: A Comparative Evaluation. - Mustafa Ustuner; Fusun Balik Sanli (ISPRS Int. J. Geo Inf., 2019)

Randomized Principal Component Analysis for Hyperspectral Image Classification. - Mustafa Ustuner (CoRR, 2024)

Innovative remote sensing methodologies and applications in coastal and marine environments. - Qing Zhao 006; Antonio Pepe 001; Virginia Zamparelli; Pietro Mastro; Francesco Falabella; Saygin Abdikan; Caglar Bayik; Fusun Balik Sanli; Mustafa Ustuner; Nevin Betul Avsar; Jingjing Wang; Peng Chen 023; et al. (Geo spatial Inf. Sci., 2024)

Post-seismic structural assessment: advanced crack detection through complex feature extraction using pre-trained deep learning and machine learning integration. - Hatice Catal Reis; Veysel Turk; Mustafa Ustuner; Cagla Melisa Kaya Yildiz; Ramazan Tatli (Earth Sci. Informatics, 2025)

An assessment of training data for agricultural land cover classification: a case study of Bafra, Türkiye. - Mustafa Ustuner; Fatih Fehmi Simsek (Earth Sci. Informatics, 2025)