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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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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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, Aralık 2014, s. 565-573, ISSN: 0048-9697
UÇA AVCI ZEHRA DAMLA, KARAMAN MUHİTTİN, ÖZELKAN EMRE, KUMRAL MUSTAFA, BUDAKOĞLU MURAT
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DEMIAL: an active learning framework for multiple instance image classification using dictionary ensembles
Turkish Journal of Electrical Engineering and Computer Sciences, Vol. 26, Ocak 2018, s. 593-604, ISSN: 1300-0632
KOÇYİĞİT GÖKHAN,YASLAN YUSUF
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A Disagreement Based Co Active Learning Method for Sleep Stage Classification
The 23rd International Conference on Systems, Signals and Image Processing (IWSSIP 2016), Bratislava Slovakia, 23 Mayıs 2016
YÜCE AYŞE BETÜL,YASLAN YUSUF
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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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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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Object-Based Classification of Greenhouses Using Sentinel-2 MSI and SPOT-7 Images: A Case Study from Anamur (Mersin), Turkey
IEEE JOURNAL OF SELECTEDTOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, Vol. 13, Ocak 2020, ISSN: 1939-1404
BEKTAŞ BALÇIK FİLİZ, ŞENEL GİZEM, GÖKSEL ÇİĞDEM
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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
ATİK ŞAZİYE ÖZGE, ATİK MUHAMMED ENES
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Comparison of Small-Sized Deep Neural Network Models for Hyperspectral Image Classification
The International Conference on Computing, Intelligence and Data Analytics, Kocaeli/TÜRKİYE, 16 Eylül 2022
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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Comparison of small-sized deep neural network models for hyperspectral image classification
International Conference on Computing, Intelligence and Data Analytics – ICCIDA, Kocaeli/TÜRKİYE, 16 Eylül 2022
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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Compressed domain classification of remote sensing scene images based on sub-band data fusion
SPIE - Image and Signal Processing for Remote Sensing XXVIII, Berlin/ALMANYA, Vol. 12267, 5 Eylül 2022, s. 66-71
ARICAN BERK, AKKUL ERDEM SAFA, ÇARKACIOĞLU LEVENT, TÖREYİN BEHÇET UĞUR
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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 new feature extraction scheme based on support optimization in Enhanced Multivariance Products Representation for Hyperspectral Imagery
Journal of the Franklin Institute, Vol. 362, No. 2, Ocak 2025, ISSN: 0016-0032
ŞEN MUHAMMED ENİS,TUNA SÜHA
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Dual-stream spectral-spatial convolutional neural network for hyperspectral image classification and optimal band selection
Advances in Space Research, Vol. 74, No. 5, Eylül 2024, s. 2025-2041, ISSN: 0273-1177
ATİK ŞAZİYE ÖZGE
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Optimal band selection using explainable artificial intelligence for machine learning-based hyperspectral image classification
Journal of Applied Remote Sensing, Vol. 18, No. 4, Temmuz 2024, ISSN: 1931-3195
ATİK ŞAZİYE ÖZGE,ATİK MUHAMMED ENES
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Classification of brain strokes using divergence-based convolutional neural networks
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, Vol. 93, Ocak 2024, s. 10, ISSN: 1746-8094
POLAT ÖZLEM,DOKUR ZÜMRAY,ÖLMEZ TAMER
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