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Dimensionality Reduction and Classification of Hyperspectral Images Using Object-Based Image Analysis
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Neural Architecture Search for biomedical image classification: A comparative study across data modalities
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XXIII ISPRS Congress2016, Prag/ÇEK CUMHURİYETİ, 12 Temmuz 2016
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Active Manifold Learning for Hyperspectral Image Classification
IGARSS 2018 - 2018 IEEE International Geoscience and Remote Sensing Symposium, 22 Temmuz 2018
ZHANG ZHOU,TAŞKIN KAYA GÜLŞEN,CRAWFORD MELBA
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Benchmark of Machine Learning Methods for Classification of a SENTINEL 2 Image
XXIII ISPRS Congress 2016, 9 Temmuz 2016
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Macroblock Data Classification and Nonlinear Bit Count Estimation for Low Delay H 263 Rate Control
Proceedings IEEE International Conference on Image Processing, Ekim 1999
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Use of high dimensional model representation in dimensionality reduction application to hyperspectral image classification
SPIE, 15 Nisan 2016
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HYPERSPECTRAL IMAGE CLASSIFICATION WITH BAGGING AND BOOSTING ENSEMBLE METHODS
The 9th International Conference on Cartography and GIS, Nessebar/BULGARİSTAN, 16 Haziran 2024
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COMPARISON OF AUTOMATIC CARTOGRAPHIC GENERALIZATION USING OBJECT-BASED IMAGE CLASSIFICATION
The 9th International Conference on Cartography and GIS, Nessebar/BULGARİSTAN, 16 Haziran 2024
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Random forest classification of tomato fields with planet satellite image data and accuracy assessment
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2020
BETÜL ŞALLI
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Compressed domain image classification with sub-band data fusion
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2023
BERK ARICAN
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Dictionary ensemble based active learning for multiple instance image classification
Fen Bilimleri Enstitüsü, İstanbul Teknik Üniversitesi, 2016
GÖKHAN KOÇYİĞİT
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An experimental analysis of feature selection algorithms in hyperspectral image classification
Bilişim Enstitüsü, İstanbul Teknik Üniversitesi, 2017
HAMED GHOLAMI VIJOUYEH
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An efficient multi-neural network ensemble model for image classification
Lisansüstü Eğitim Enstitüsü, İstanbul Teknik Üniversitesi, 2025
VELİ NAKÇİ
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A comparison of differential evolution and Harmony Search methods for SVM model selection in hyperspectral image classification
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 10 Temmuz 2016
CEYLAN OĞUZHAN,TAŞKIN KAYA GÜLŞEN
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Comparison of Small-Sized Deep Neural Network Models for Hyperspectral Image Classification
Lecture Notes in Networks and Systems, Mart 2023, ISSN: ISSN 2367-3370
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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Determination of the Olive Trees with Object Based Classification of Pleiades Satellite Image
International Journal of Environment and Geoinformatics, Vol. 5, No. 2, Temmuz 2018, s. 132-139, ISSN: 2148-9173
ALGANCI UĞUR,SERTEL ELİF,KAYA ŞİNASİ
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A novel method for feature selection with random sampling HDMR and its application to hyperspectral image classification
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Milan, Italy/TÜRKİYE, 26 Temmuz 2015
TAŞKIN KAYA GÜLŞEN,KAYA HÜSEYİN,LORENZO BRUZZONE
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PRINCIPAL COMPONENT ANALYSIS APPROACH IN HYPERSPECTRAL IMAGE CLASSIFICATION WITH MACHINE LEARNING METHODS
International Symposium on Applied Geoinformatics 2021, Riga/LİTVANYA, 2 Aralık 2021
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