Classification of hyperspectral remote sensing images using different dimension reduction methods with 3D/2D CNN H Fırat, ME Asker, D Hanbay Remote Sensing Applications: Society and Environment 25, 100694, 2022 | 53 | 2022 |
3D residual spatial–spectral convolution network for hyperspectral remote sensing image classification H Firat, ME Asker, MI Bayindir, D Hanbay Neural Computing and Applications 35 (6), 4479-4497, 2023 | 38 | 2023 |
Hybrid 3D/2D Complete Inception Module and Convolutional Neural Network for Hyperspectral Remote Sensing Image Classification H Fırat, ME Asker, Mİ Bayındır, D Hanbay Neural Processing Letters, 1087-1130, 2023 | 34 | 2023 |
An effective approach to the two-dimensional rectangular packing problem in the manufacturing industry H Fırat, N Alpaslan Computers & Industrial Engineering 148, 106687, 2020 | 24 | 2020 |
Spatial-spectral classification of hyperspectral remote sensing images using 3D CNN based LeNet-5 architecture H Fırat, ME Asker, Mİ Bayindir, D Hanbay Infrared Physics & Technology 127, 104470, 2022 | 22 | 2022 |
Classification of hyperspectral images using 3D CNN based ResNet50 H Firat, D Hanbay 2021 29th Signal Processing and Communications Applications Conference (SIU …, 2021 | 21 | 2021 |
Classification of microscopic peripheral blood cell images using multibranch lightweight CNN-based model H Fırat Neural Computing and Applications 36 (4), 1599-1620, 2024 | 14 | 2024 |
3B ESA Tabanlı ResNet50 Kullanılarak Hiperspektral Görüntülerin Sınıflandırılması Classification of Hyperspectral Images Using 3D CNN Based ResNet50 H Firat, D Hanbay 2021 29th Signal Processing and Communications Applications Conference (SIU …, 2021 | 9 | 2021 |
Hybrid 3D Convolution and 2D Depthwise Separable Convolution Neural Network for Hyperspectral Image Classification H Firat, ME Asker, D Hanbay Balkan Journal of Electrical and Computer Engineering 10 (1), 35-46, 2022 | 8 | 2022 |
4CF-Net: New 3D convolutional neural network for spectral spatial classification of hyperspectral remote sensing images H Fırat, D Hanbay J Fac Eng Archit Gazi Univ 37, 439-453, 2022 | 8 | 2022 |
4CF-Net: Hiperspektral uzaktan algılama görüntülerinin spektral uzamsal sınıflandırılması için yeni 3B evrişimli sinir ağı H Fırat, D Hanbay Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 37 (1), 439-454, 2021 | 8 | 2021 |
Automatic Thresholding Method Developed With Entropy For Fabric Defect Detection H Üzen, H Firat, A karcı, D Hanbay 2019 International Artificial Intelligence and Data Processing Symposium (IDAP), 2019 | 8 | 2019 |
Comparison of 3D CNN based deep learning architectures using hyperspectral images H Firat, D Hanbay Journal of the Faculty of Engineering and Architecture of Gazi University 38 (1), 2022 | 7 | 2022 |
Classification of hyperspectral remote sensing images using hybrid 3D-2D CNN architecture H Firat, M Uçan, D Hanbay J. Comput. Sci., vol. IDAP-2021, no. Special, 132-140, 2021 | 7 | 2021 |
Hyperspectral image classification using MiniVGGNet H Firat, M Uçan, D Hanbay J. Comput. Sci., vol. IDAP-2021, no. Special, 295-303, 2021 | 5 | 2021 |
Sezgisel Algoritmalar Kullanılarak İki Boyutlu Dikdörtgen Şerit Paketleme Probleminin Çözümü NA H Fırat Avrupa Bilim ve Teknoloji Dergisi, 315-322, 2019 | 3 | 2019 |
İmalat sektöründe parça yerleştirme ve kesme probleminin optimizasyonu H Firat Fen Bilimleri Enstitüsü, 2018 | 3 | 2018 |
A hybrid approach based on multipath Swin transformer and ConvMixer for white blood cells classification H Üzen, H Fırat Health Information Science and Systems 12 (1), 33, 2024 | 2 | 2024 |
Sıkma-Uyarma artık ağı kullanılarak beyaz kan hücrelerinin sınıflandırılması H Fırat Bilişim Teknolojileri Dergisi 16 (3), 189-205, 2023 | 2 | 2023 |
Dikdörtgen Parçalar ile İki Boyutlu Kesme ve Paketleme Problemi için Sezgisel Yöntemler Kullanılan Bir Hibrit Metodoloji H Fırat, N Alpaslan, D Hanbay Politeknik Dergisi 22 (4), 979-988, 2019 | 2 | 2019 |