High-resolution land use and land cover change analysis using GEOBIA and landscape metrics: A case of Istanbul, Turkey
Geocarto International, Aralık 2021, ISSN: 1010-6049
TOPALOĞLU RAZİYE HALE, AKSU GÜL ASLI, GHALE YUSUF, SERTEL ELİF
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VHRShips: An Extensive Benchmark Dataset for Scalable Deep Learning-Based Ship Detection Applications
ISPRS International Journal of Geo-Information, Vol. 11, No. 8, Ağustos 2022, ISSN: 2220-9964
KIZILKAYA SERDAR, ALGANCI UĞUR, 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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Evaluation of image fusion methods using PALSAR, RADARSAT-1 and SPOT images for land use/ land cover classification
Journal of the Indian Society of Remote Sensing, Vol. 45, No. 4, Ağustos 2017, s. 591-601, ISSN: 0974-3006
BALIK ŞANLI FUSUN,ABDİKAN SAYGIN,ESETLİLİ TOLGA,SUNAR AYŞE FİLİZ
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The Comparison of Activation Functions for Multispectral Landsat TM Image Classification
Photogrammetric Engineering & Remote Sensing, Vol. 69, No. 11, Kasım 2003, s. 1225-1234, ISSN: 00991112
ÖZKAN COŞKUN,SUNAR AYŞE FİLİZ
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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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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 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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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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