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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Dimensionality Reduction for Hyperspectral Images to Improve Object-Based Image Classification Using Feature Selection and Principal Components Analysis
Asian Conference on Remote Sensing (ACRS-2018), Kuala Lumpur/MALEZYA, 15 Ekim 2018
KAVZOĞLU TAŞKIN,TONBUL HASAN,ÇÖLKESEN İSMAİL
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BioNAS: Neural Architecture Search for Multiple Data Modalities in Biomedical Image Classification
International Conference on Advanced Engineering, Technology and Applications, 24 Mayıs 2024
KUŞ ZEKİ,KİRAZ BERNA,AYDIN MUSA,KİRAZ ALPER
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Object-based Image Classification of Poplar Tree with Ensemble Learning Methods Using Sentinel-2 Imagery
International Symposium on Applied Geoinformatics (ISAG-2019), İstanbul/TÜRKİYE, 7 Kasım 2019
TONBUL HASAN,ÇÖLKESEN İSMAİL,KAVZOĞLU TAŞKIN
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Parameterization of Shape and Compactness in Object-based Image Classification Using Quickbird-2 Imagery
AGU 2016 Fall Meeting, San Francisco/AMERİKA BİRLEŞİK DEVLETLERİ, 12 Aralık 2016
TONBUL HASAN,KAVZOĞLU TAŞKIN
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A SMOTE–ViT Framework for Advanced Soil Classification on a Self-Generated Geotechnical Image Database
Applied Sciences, Vol. 16, No. 9, Nisan 2026, ISSN: 2076-3417
ZOHOURİ RAD ATOUSA,TOPAL AHMET,TUNGA BURCU,BALKAYA MÜGE
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A structural damage ranking using ConvNeXt for post-earthquake image classification
Arabian Journal for Science and Engineering, Mayıs 2025, ISSN: 2193-567X
TURAN ÖMER TUĞRUL,KAYA HÜSEYİN,TAŞKIN KAYA GÜLŞEN,ÇINAR TOLGA,İLKİ ALPER
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A SMOTE–ViT Framework for Advanced Soil Classification on a Self-Generated Geotechnical Image Database
Applied Sciences, Vol. 16, No. 9, Nisan 2026, ISSN: 2076-3417
ZOHOURİ RAD ATOUSA,TOPAL AHMET,TUNGA BURCU,BALKAYA MÜGE
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A SMOTE–ViT Framework for Advanced Soil Classification on a Self-Generated Geotechnical Image Database
Applied Sciences, Vol. 16, No. 9, Nisan 2026, ISSN: 2076-3417
ZOHOURİ RAD ATOUSA,TOPAL AHMET,TUNGA BURCU,BALKAYA MÜGE
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A structural damage ranking using ConvNeXt for post-earthquake image classification
Arabian Journal for Science and Engineering, Mayıs 2025, ISSN: 2193-567X
TURAN ÖMER TUĞRUL,KAYA HÜSEYİN,TAŞKIN KAYA GÜLŞEN,ÇINAR TOLGA,İLKİ ALPER
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A structural damage ranking using ConvNeXt for post-earthquake image classification
Arabian Journal for Science and Engineering, Mayıs 2025, ISSN: 2193-567X
TURAN ÖMER TUĞRUL,KAYA HÜSEYİN,TAŞKIN KAYA GÜLŞEN,ÇINAR TOLGA,İLKİ ALPER
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Fungi or Fatal: Ensemble Learning for Mushroom Edibility Classification in the Wild
Fourteenth International Conference on Image Processing, Theory, Tools & Applications (IPTA 2025), İstanbul/TÜRKİYE, 13 Ekim 2025
DEMİR ZEHRA,ERDEM HAKAN,CENGIZ BATUHAN,TOPAL CİHAN
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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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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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Developing a New Counting Approach for the Corrugated Boards and Its Industrial Application by Using Image Processing Algorithm
ISKE, Vol. 279, 20 Kasım 2013, ISSN: 2194-5357
CEBECİ UFUK,ASLAN FATİH,AYDIN HALİL
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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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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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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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