Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images
Remote Sensing, Vol. 14, No. 18, Eylül 2022, s. 20, ISSN: 2072-4292
SERTEL ELİF, EKİM BURAK, ETTEHADİ PARİA, KABADAYI MUSTAFA ERDEM
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Deep Learning Based Patch-Wise Land Cover Land Use Classification: A New Small Benchmark Sentinel-2 Image Dataset
IEEE IGARSS 2022 Conference, 17 Temmuz 2022
ALP GÜLŞAH, SERTEL ELİF
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A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability
Medical & Biological Engineering & Computing, Vol. 59, Temmuz 2021, s. 1545-1561, ISSN: 0140-0118
ALBAYRAK ABDÜLKADİR, ÜNLÜ AKHAN ASLI, ÇALIK NURULLAH, ÇAPAR ABDULKERİM, BİLGİN GÖKHAN, TÖREYİN BEHÇET UĞUR, MÜEZZİNOĞLU BAHAR, TÜRKMEN İLKNUR, DURAK ATA LÜTFİYE
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Effects of objects and image quality on melanoma classification using deep neural networks
Biomedical Signal Processing and Control, Vol. 67, Ocak 2021, ISSN: 1746-8094
AKKOCA GAZİOĞLU BİLGE SÜHEYLA, KAMAŞAK MUSTAFA ERSEL
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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 comparative analysis of classification methods for hyperspectral images generated with conventional dimension reduction methods
Turkish Journal of Electrical Engineering and Computer Sciences, Vol. 25, No. 1, Ocak 2017, s. 58-72, ISSN: 1300-0632
ARSLAN OZAN,AKYÜREK ÖZER,KAYA ŞİNASİ
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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, Eylül 2015, s. 96017, ISSN: 1931-3195
TAŞKIN KAYA GÜLŞEN,ERSOY OKAN,KAMAŞAK MUSTAFA ERSEL
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Classification of steady state visual evoked potentials by Multi Class T Weight Method
Pattern Recognition and Image Analysis, Vol. 25, No. 2, Nisan 2015, s. 321-326, ISSN: 1054-6618
İŞCAN ZAFER,DOKUR ZÜMRAY
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OBIA based hierarchical image classification for industrial lake water
Science of The Total Environment, Vol. 487, Temmuz 2014, s. 565-573, ISSN: 00489697
UÇA AVCI ZEHRA DAMLA,KARAMAN MUHİTTİN,OZELKAN EMRE,KUMRAL MUSTAFA,BUDAKOĞLU MURAT
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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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A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability
Medical & Biological Engineering & Computing, Vol. 59, Ağustos 2021, s. 1545-1561, ISSN: 0140-0118","1741-0444
ALBAYRAK ABDÜLKADİR, ÜNLÜ ASLI, ÇALIK NURULLAH, ÇAPAR ABDULKERİM, BİLGİN GÖKHAN, TÖREYİN BEHÇET UĞUR, MÜEZZİNOĞLU BAHAR, TÜRKMEN İLKNUR, DURAK ATA LÜTFİYE
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X-Ray Chest Image Classification by A Small-Sized Convolutional Neural Network
2019 Scientific Meeting on Electrical-Electronics Biomedical Engineering and Computer Science (EBBT), Istanbul/TÜRKİYE, 24 Nisan 2019
KESİM EGE,ÖLMEZ 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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OBIA based hierarchical image classification for industrial lake water
Science of The Total Environment, Vol. 487, Ocak 2014, s. 565-573, ISSN: 0048-9697
UCA AVCI DAMLA,KARAMAN MUHİTTİN ,ÖZELKAN EMRE,KUMRAL MUSTAFA,BUDAKOĞLU MURAT
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Remote sensing image classification by non parallel SVMs
2014 IEEE Geoscience and Remote Sensing Symposium, Quebec City, QC/KANADA, 13 Temmuz 2014, s. 1269-1272
CAGLAR KUCUK,TORUN YÜCEL,TAŞKIN KAYA GÜLŞEN
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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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Recursive feature selection based on non parallel SVMs and its application to hyperspectral image classification
2014 IEEE Geoscience and Remote Sensing Symposium, Quebec City, QC/TÜRKİYE, 13 Temmuz 2014
TAŞKIN KAYA GÜLŞEN,TORUN YÜCEL,KÜÇÜK ÇAĞLAR
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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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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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A comprehensive evaluation of feature selection algorithms in hyperspectral image classification
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 10 Temmuz 2016
VİJOUYEH HAMED,TAŞKIN KAYA GÜLŞEN
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