Paddy Rice Phenology Classification Based on Machine Learning Methods Using Multitemporal Co Polar X Band SAR Images
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol. 9, No. 6, Haziran 2016, s. 2509-2519, ISSN: 1939-1404
KÜÇÜK ÇAĞLAR,TAŞKIN KAYA GÜLŞEN,ERTEN ESRA
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Fully Unsupervised Binary Change Detection for Hyperspectral Images Using Laplacian Eigenmaps and Clustering
2022 IEEE Mediterranean and Middle-East Geoscience and Remote Sensing Symposium (M2GARSS), 7 Mart 2022
TAŞKIN KAYA GÜLŞEN, ERTÜRK ALP
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CO POLAR SAR data classification as a tool for real time paddy rice monitoring
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 26 Temmuz 2015
KÜÇÜK ÇAĞLAR,TAŞKIN KAYA GÜLŞEN,ERTEN ESRA
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Graph Embedding via High Dimensional Model Representation for Hyperspectral Images
IEEE Transactions on Geoscience and Remote Sensing, Vol. 60, Ocak 2022, ISSN: 0196-2892
TAŞKIN KAYA GÜLŞEN, CAMPS-VALLS GUSTAU
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Damage Assessment of 2010 Haiti Earthquake with Post Earthquake Satellite Image by Support Vector Selection and Adaptation
Photogrammetric Engineering Remote Sensing, Vol. 77, No. 10, Ekim 2011, s. 1025-1035, ISSN: 00991112
TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE,ERSOY OKAN K
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The Added Value of Cycle-GAN for Agriculture Studies
021 IEEE International Geoscience and Remote Sensing Symposium IGARSS, 7 Kasım 2021
ŞENER ECRE, ÇOLAK EMRE, ERTEN ESRA, TAŞKIN KAYA GÜLŞEN
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Global Sensitivity Analysis of Polarimetric Data to Retrieve Biophysical Parameters of Canola and Barley Crops
2018 IEEE International Geoscience and Remote Sensing Symposium, 22 Temmuz 2018
ERTEN ESRA,TAŞKIN KAYA GÜLŞEN,LOPEZ SANCHEZ JUAN MA
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Selection of PolSAR Observables for Crop Biophysical Variable Estimation With Global Sensitivity Analysis
IEEE Geoscience and Remote Sensing Letters, Vol. 16, No. 5, Mayıs 2019, s. 766-770, ISSN: 1545-598X
ERTEN ESRA,TAŞKIN KAYA GÜLŞEN,LOPEZSANCHEZ JUAN M
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Support Vector Selection and Adaptation and its application in remote sensing
2009 4th International Conference on Recent Advances in Space Technologies, 11 Haziran 2009, s. 408-412
TAŞKIN KAYA GÜLŞEN,ERSOY OKAN K,KAMAŞAK MUSTAFA ERSEL
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Activities of the GRSS Turkey Chapter [Chapters]
IEEE Geoscience and Remote Sensing Magazine, Vol. 6, No. 4, Aralık 2018, s. 93-95, ISSN: 2168-6831
ERTÜRK ALP,TAŞKIN KAYA GÜLŞEN,ERTEN ESRA,KAYABOL KORAY,APTOULA ERCHAN
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A comprehensive analysis of twin support vector machines in remote sensing image classification
2015 23nd Signal Processing and Communications Applications Conference (SIU), 16 Mayıs 2015
TAŞKIN KAYA GÜLŞEN
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Forecasting surface movements based on PSI time series using machine learning algorithms
International Journal of Remote Sensing, Vol. 45, Mart 2024, ISSN: 0143-1161
YAĞMUR AYDIN NUR,TAŞKIN KAYA GÜLŞEN,MUSAOĞLU NEBİYE,ERTEN ESRA
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An Adaptive Affinity Matrix Optimization for Locality-Preserving Projection via Heuristic Methods for Hyperspectral Image Analysis
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Ocak 2019, s. 1-10, ISSN: 1939-1404
TAŞKIN KAYA GÜLŞEN,CEYLAN OĞUZHAN
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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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Change Detection with Manifold Embedding for Hyperspectral Images
2021 11th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 24 Mart 2021
ERTÜRK ALP, TAŞKIN KAYA GÜLŞEN
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Support vector selection and adaptation for classification of earthquake images
2009 IEEE International Geoscience and Remote Sensing Symposium, Cape Town, South Africa/GÜNEY AFRİKA, Vol. 2, 12 Temmuz 2009, s. 851-854
TAŞKIN KAYA GÜLŞEN,ERSOY OKAN K,KAMAŞAK MUSTAFA ERSEL
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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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The Second GRSS Turkey Chapter Summer School
IEEE Geoscience and Remote Sensing Magazine, Vol. 4, No. 3, Eylül 2016, s. 76-78, ISSN: 2168-6831
ERTEN ESRA,TAŞKIN KAYA GÜLŞEN,ALP ERTÜRK,TAŞDEMİR KADİM
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Attribute Profiles in Earthquake Damage Identification from Very High Resolution Post Event Image
IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium, 28 Temmuz 2019
ALATAS ENES OGUZHAN,TAŞKIN KAYA GÜLŞEN
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Earthquake induced damage classification from postearthquake satellite image using spectral and spatial features with support vector selection and adaptation
Journal of Applied Remote Sensing, Vol. 9, No. 1, Ağustos 2015, s. 1-20, ISSN: 1931-3195
TAŞKIN GÜLŞEN,ERSOY OKAN K,KAMAŞAK MUSTAFA ERSEL
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