Land Use and Land Cover Mapping Using Deep Learning Based Segmentation Approaches and VHR Worldview-3 Images
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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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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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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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Investigation on Agent Based Models for Image Classification of Land Use and Land Cover Maps
The 39th Asian Conference on Remote Sensing (ACRS 2018), Kuala Lumpur/MALEZYA, 15 Ekim 2018, s. 2005-2008
ATİK ŞAZİYE ÖZGE, İPBÜKER CENGİZHAN
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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
Lecture Notes in Networks and Systems, Vol. 643, Ocak 2023, s. 244-256, ISSN: 2367-3389
KARAN EKREM TARIK, DOKUR ZÜMRAY, ÖLMEZ TAMER
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INTERPRETING HYPERSPECTRAL REMOTE SENSING IMAGE CLASSIFICATION METHODS VIA EXPLAINABLE ARTIFICIAL INTELLIGENCE
The International Geoscience and Remote Sensing Symposium (IGARSS), 16 Temmuz 2023
TURAN DEREN EGE, APTOULA ERCHAN, ERTÜRK ALP, TAŞKIN KAYA GÜLŞEN
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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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DIMENSION REDUCTION WITH PRINCIPAL COMPONENT ANALYSIS IN HYPERSPECTRAL IMAGE CLASSIFICATION USING MACHINE LEARNING
The 43rd Asian Conference on Remote Sensing 2022, Ulaanbaatar/MOĞOLİSTAN, 4 Ekim 2022
ATİK ŞAZİYE ÖZGE
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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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Classification of Cervical Precursor Lesions via Local Histogram and Cell Morphometric Features
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, Vol. 27, No. 4, Ocak 2023, s. 11, ISSN: 2168-2194
ÇALIK NURULLAH, ALBAYRAK ABDÜLKADİR, AKHAN ASLI, TÜRKMEN İLKNUR, ÇAPAR ABDULKERİM, TÖREYİN BEHÇET UĞUR, BİLGİN GÖKHAN, MÜEZZİNOĞLU BAHAR, DURAK ATA LÜTFİYE
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Cascaded and Hierarchial Neural Networks for Classifying Surface Images of Marble Slabs
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE Transactions, IEEE/AMERİKA BİRLEŞİK DEVLETLERİ, Vol. 39, No. 4, Nisan 2009, s. 426-439, ISSN: 1094-6977
SELVER MUSTAFA ALPER,AKAY OLCAY,EMRE ARDALI,YAVUZ ALİ BAHADIR,ÖNAL OKAN,ÖZDEN GÜRKAN
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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, Temmuz 2024, ISSN: 1931-3195
ATİK ŞAZİYE ÖZGE,ATİK MUHAMMED ENES
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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), İSTANBUL/TÜRKİYE, 24 Nisan 2019
KESİM EGE, DOKUR ZÜMRAY, ÖLMEZ TAMER
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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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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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