Mustafa Ustuner

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 8

Top Topics

Gradient Boosting

Extreme Learning Machines

Hyperspectral Image Classification

Top Venues

Agro-Geoinformatics

ISPRS Int. J. Geo Inf.

Publications

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
Innovative remote sensing methodologies and applications in coastal and marine environments. Geo spatial Inf. Sci. 27 (3) (2024)
Mustafa Ustuner
Randomized Principal Component Analysis for Hyperspectral Image Classification. CoRR (2024)
Mustafa Ustuner, Fusun Balik Sanli, Saygin Abdikan, Gokhan Bilgin, Cigdem Goksel
A Booster Analysis of Extreme Gradient Boosting for Crop Classification using PolSAR Imagery. Agro-Geoinformatics (2019)
Mustafa Ustuner, Fusun Balik Sanli
Polarimetric Target Decompositions and Light Gradient Boosting Machine for Crop Classification: A Comparative Evaluation. ISPRS Int. J. Geo Inf. 8 (2) (2019)
Mustafa Ustuner, Unsal Gokdag, Gokhan Bilgin, Fusun Balik Sanli
Comparing the classification performances of supervised classifiers with balanced and imbalanced SAR data sets. SIU (2018)
Unsal Gokdag, Mustafa Ustuner, Gokhan Bilgin, Fusun Balik Sanli
Kernel extreme learning machines for PolSAR image classification using spatial features. SIU (2018)
Saygin Abdikan, Mustafa Ustuner, Fusun Balik Sanli, Gokhan Bilgin
Combining Landsat and ALOS data for land cover mapping. SIU (2017)
Mustafa Ustuner, Fusun Balik Sanli, Gokhan Bilgin, Saygin Abdikan
Land use and cover classification of Sentinel-IA SAR imagery: A case study of Istanbul. SIU (2017)
Mustafa Ustuner, Gokhan Bilgin
Mitosis detection on histopathological images using statistical detection algorithms. SIU (2015)
Tolga Bakirman, Gökhan Bilgin, Fusun Balik Sanli, Erkan Uslu, Mustafa Ustuner
Fusion and classification of synthetic aparture radar and multispectral sattellite data. SIU (2014)