Hüseyin Fırat

Classification of hyperspectral remote sensing images using different dimension reduction methods with 3D/2D CNN

Hüseyin Fırat, Mehmet Emin Asker, Davut Hanbay · Remote Sensing Applications Society and Environment · 2022 · 63 citations

Image Classification (Visual Culture Studies), Image Analysis, Engineering +12

Hybrid 3D/2D Complete Inception Module and Convolutional Neural Network for Hyperspectral Remote Sensing Image Classification

Hüseyin Fırat, Mehmet Emin Asker, Mehmet İlyas Bayındır et al. · Neural Processing Letters · 2022 · 58 citations

Image Classification, Convolutional Neural Network, Image Analysis +11

Classification of microscopic peripheral blood cell images using multibranch lightweight CNN-based model

Hüseyin Fırat · Neural Computing and Applications · 2023 · 48 citations

Image Classification, Cell Detection, Image Analysis +12

An effective approach to the two-dimensional rectangular packing problem in the manufacturing industry

Hüseyin Fırat, Nuh Alpaslan · Computers & Industrial Engineering · 2020 · 32 citations

Effective Approach, Engineering, Manufacturing Industry +11

Spatial-spectral classification of hyperspectral remote sensing images using 3D CNN based LeNet-5 architecture

Hüseyin Fırat, Mehmet Emin Asker, Mehmet İlyas Bayındır et al. · Infrared Physics & Technology · 2022 · 31 citations

Image Analysis, Image Classification (Visual Culture Studies), Engineering +13