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Ali Ghaznavi

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

167

TOTAL CITATIONS

1

Scholarly Papers (3)

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1.

Hybrid Deep-Learning Multi-Class Segmentation of Hela Cells in Reflected Light Microscopy Images

Number of pages: 34 Posted: 16 Aug 2023
Ali Ghaznavi, Dalibor Štys, Renata Rychtáriková, Petr Císař and Mohammadmehdi Ziaei
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 66 (907,769)

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Categorical segmentation, Microscopy image segmentation, semantic segmentation, Cell analysis

2.

Comparative Performance Analysis of Simple U-Net, Residual Attention U-Net, and Vgg16-U-Net for Inventory Inland Water Bodies

Number of pages: 29 Posted: 10 Jul 2023
Ali Ghaznavi, Mohammadmehdi Saberioon, Jakub Brom and Sibylle itzerott
affiliation not provided to SSRN, GFZ German Research Centre for Geosciences - Helmholtz Centre Potsdam, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 51 (1,052,702)
Citation 1

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Automated mapping, deep learning, land cover, Satellite imagery, Segmentation, Water bodies

3.

Enhancing Soil Organic Carbon Prediction of Lucas Soil Database Using Deep Learning and Deep Feature Selection

Number of pages: 32 Posted: 02 Jul 2024
Mohammadmehdi Saberioon, Asa Gholizadeh, Ali Ghaznavi, Sabine Chabrillat and Vahid Khosravi
GFZ German Research Centre for Geosciences - Helmholtz Centre Potsdam, Czech University of Life Sciences Prague (CULS), affiliation not provided to SSRN, affiliation not provided to SSRN and Czech University of Life Sciences Prague (CULS)
Downloads 50 (1,063,489)

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soil organic carbon, Soil spectral library, Convolutional Neural Network, Fully connected neural network, Deep feature extraction