Fırat Erdem

Tree extraction from multi-scale UAV images using Mask R-CNN with FPN

Nuri Erkin Öçer, Gordana Kaplan, Fırat Erdem et al. · Remote Sensing Letters · 2020 · 89 citations

Convolutional Neural Network, Image Classification, Machine Vision +12

An ensemble deep learning based shoreline segmentation approach (WaterNet) from Landsat 8 OLI images

Fırat Erdem, Bülent Bayram, Tolga Bakırman et al. · Advances in Space Research · 2020 · 69 citations

Coastal Management, Convolutional Neural Network, Machine Vision +14

Comparison of Different U-Net Models for Building Extraction from High-Resolution Aerial Imagery

Fırat Erdem, Uğur Avdan · International Journal of Environment and Geoinformatics · 2020 · 28 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +21

THE EFFICIENCY OF RANDOM FOREST METHOD FOR SHORELINE EXTRACTION FROM LANDSAT-8 AND GOKTURK-2 IMAGERIES

Bülent Bayram, Fırat Erdem, Abdülkadir İnce et al. · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 2017 · 24 citations · Full text

Environmental Monitoring, Engineering, Forestry +21

Soil salinity prediction models constructed by different remote sensors

Uğur Avdan, Gordana Kaplan, Dilek Küçük Matcı et al. · Physics and Chemistry of the Earth Parts A/B/C · 2022 · 24 citations

Precision Agriculture, Environmental Monitoring, Engineering +6