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Hüseyin Fırat
Hüseyin Fırat
Assistant professor at Computer Engineering Department in Dicle University
Verified email at dicle.edu.tr
Title
Cited by
Cited by
Year
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
532022
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
382023
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
342023
An effective approach to the two-dimensional rectangular packing problem in the manufacturing industry
H Fırat, N Alpaslan
Computers & Industrial Engineering 148, 106687, 2020
242020
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
222022
Classification of hyperspectral images using 3D CNN based ResNet50
H Firat, D Hanbay
2021 29th Signal Processing and Communications Applications Conference (SIU …, 2021
212021
Classification of microscopic peripheral blood cell images using multibranch lightweight CNN-based model
H Fırat
Neural Computing and Applications 36 (4), 1599-1620, 2024
142024
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
92021
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
82022
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
82022
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
82021
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
82019
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
72022
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
72021
Hyperspectral image classification using MiniVGGNet
H Firat, M Uçan, D Hanbay
J. Comput. Sci., vol. IDAP-2021, no. Special, 295-303, 2021
52021
Sezgisel Algoritmalar Kullanılarak İki Boyutlu Dikdörtgen Şerit Paketleme Probleminin Çözümü
NA H Fırat
Avrupa Bilim ve Teknoloji Dergisi, 315-322, 2019
32019
İmalat sektöründe parça yerleştirme ve kesme probleminin optimizasyonu
H Firat
Fen Bilimleri Enstitüsü, 2018
32018
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
22024
Sıkma-Uyarma artık ağı kullanılarak beyaz kan hücrelerinin sınıflandırılması
H Fırat
Bilişim Teknolojileri Dergisi 16 (3), 189-205, 2023
22023
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
22019
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Articles 1–20