Mustafa Hayri Kesikoğlu

Performance of ANN, SVM and MLH techniques for land use/cover change detection at Sultan Marshes wetland, Turkey

Mustafa Hayri Kesikoğlu, Ümit Haluk Atasever, Filiz Dadaşer-Çelik et al. · Water Science & Technology · 2019 · 53 citations · Full text

Unsupervised change detection in satellite images using fuzzy c-means clustering and principal component analysis

Mustafa Hayri Kesikoğlu, Ümit Haluk Atasever, Coşkun Özkan · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2013 · 25 citations · Full text

Real-time Image Analysis, Image Analysis, Engineering +15

A NEW ARTIFICIAL INTELLIGENCE OPTIMIZATION METHOD FOR PCA BASED UNSUPERVISED CHANGE DETECTION OF REMOTE SENSING IMAGE DATA

Ümit Haluk Atasever, Mustafa Hayri Kesikoğlu, Coşkun Özkan · Neural Network World · 2016 · 16 citations

Differential Search, Sar Images, Image Analysis +13

THE USAGE OF RUSBOOST BOOSTING METHOD FOR CLASSIFICATION OF IMPERVIOUS SURFACES

Mustafa Hayri Kesikoğlu, Ümit Haluk Atasever, Coşkun Özkan et al. · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2016 · 12 citations · Full text

Image Analysis, Machine Learning, Engineering +14

The impact of impervious surface, vegetation, and soil areas on land surface temperatures in a semi-arid region using Landsat satellite images enriched with Ndaisi method data

Mustafa Hayri Kesikoğlu, Coşkun Özkan, Tolga Kaynak · Environmental Monitoring and Assessment · 2021 · 11 citations