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ORCIDHossein Aghababaei
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Journal Articles
- 2024
[j15]Hossein Armeshi
, Mahmod Reza Sahebi, Hossein Aghababaei:
A TomoSAR regularization-based method for height change detection in urban areas. Int. J. Appl. Earth Obs. Geoinformation 129: 103852 (2024)- [j14]Xialei Lu, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio:
Training Supervised Neural Networks for PolSAR Despeckling With an Hybrid Approach. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j13]Yaobin Ma, Peng Ke, Hossein Aghababaei, Ling Chang, Jingbo Wei:
Despeckling SAR Images With Log-Yeo-Johnson Transformation and Conditional Diffusion Models. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - 2023
- [j12]Benyamin Hosseiny, Jalal Amini, Hossein Aghababaei:
Structural displacement monitoring using ground-based synthetic aperture radar. Int. J. Appl. Earth Obs. Geoinformation 116: 103144 (2023) - [j11]Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi:
A Deep Learning Solution for Height Inversion on Forested Areas Using Single and Dual Polarimetric TomoSAR. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j10]Maryam Poorazimy, Shaban Shataee, Hossein Aghababaei, Erkki Tomppo, Jaan Praks:
First Demonstration of Space-Borne Polarization Coherence Tomography for Characterizing Hyrcanian Forest Structural Diversity. Remote. Sens. 15(3): 555 (2023) - [j9]Benyamin Hosseiny, Jalal Amini, Hossein Aghababaei, Giampaolo Ferraioli:
Enabling High-Resolution Micro-Vibration Detection Using Ground-Based Synthetic Aperture Radar: A Case Study for Pipeline Monitoring. Remote. Sens. 15(16): 3981 (2023) - [j8]Hossein Aghababaei, Giampaolo Ferraioli, Alfred Stein, Sergio Vitale:
Deep-Learning-Based Polarimetric Data Augmentation: Dual2Full-Pol Extension. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j7]Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi:
A Deep Learning Solution for Height Estimation on a Forested Area Based on Pol-TomoSAR Data. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - 2022
- [j6]Mehrnoosh Omati, Mahmod Reza Sahebi, Hossein Aghababaei:
Evaluation of Nonparametric SAR Tomography Methods for Urban Building Reconstruction. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j5]Roghayeh Zamani, Hossein Aghababaei:
Deformation Velocity-Based Regularization of Multibaseline SAR Interferometry. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j4]Hossein Aghababaei, Giampaolo Ferraioli, Alfred Stein, Luís Gómez Déniz:
Polarization Optimization for the Detection of Multiple Persistent Scatterers Using SAR Tomography. Remote. Sens. 14(9): 1960 (2022) - [j3]Hossein Aghababaei, Giampaolo Ferraioli, Sergio Vitale, Roghayeh Zamani, Gilda Schirinzi, Vito Pascazio:
Nonlocal Model-Free Denoising Algorithm for Single- and Multichannel SAR Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - 2021
- [j2]Hossein Aghababaei, Giampaolo Ferraioli:
Statistical Indices for Despeckling Evaluation in Multichannel SAR Images. IEEE Geosci. Remote. Sens. Lett. 18(2): 316-320 (2021) - 2020
- [j1]Hossein Aghababaei:
On the Assessment of Non-Local Multi-Looking in Detection of Persistent Scatterers Using SAR Tomography. Remote. Sens. 12(19): 3195 (2020)
Conference and Workshop Papers
- 2024
- [c12]Hossein Aghababaei, Sergio Vitale, Giampaolo Ferraioli:
A Deep Learning Solution to Phase Calibration of SAR Tomography. IGARSS 2024: 1333-1336 - [c11]Wenyu Yang, Giampaolo Ferraioli, Xialei Lu, Vito Pascazio, Gilda Schirinzi, Sergio Vitale, Hossein Aghababaei:
Analysis of A Deep Learning Solution for Tomosar Forest Reconstruction. IGARSS 2024: 1350-1353 - [c10]Hossein Aghababaei, Alfred Stein:
Visual Question Answering for Wishart H-Alpha Classification of Polarimetric SAR Images. IGARSS 2024: 11231-11234 - [c9]Yaobin Ma, Hossein Aghababaei, Ling Chang, Peng Ke, Jingbo Wei:
Speckle Reduction in Dual-Polarimetric SAR Images Based on Conditional Diffusion Model. IGARSS 2024: 11260-11263 - 2023
- [c8]Hossein Aghababaei, Giampaolo Ferraioli, Sergio Vitale:
Deep Learning based Data Augmentation for Restoring SAR Images. IGARSS 2023: 822-824 - [c7]Xialei Lu, Sergio Vitale, Hossein Aghababaei, Wenyu Yang, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi:
Multi-Objective Neural Network for Polsar Image Restoration. IGARSS 2023: 1465-1468 - [c6]Wenyu Yang, Hossein Aghababaei, Giampaolo Ferraioli, X. Lu, Vito Pascazio, Sergio Vitale, Gilda Schirinzi:
DL Based Forest Height Reconstruction Using Single-Pol Tomosar Images. IGARSS 2023: 2133-2136 - 2022
- [c5]Hossein Aghababaei, Sergio Vitale, Roghayeh Zamani, Giampaolo Ferraioli:
Fully Polarimetric Sar Image Despeckling using Deep Neural Netwrok. IGARSS 2022: 1488-1491 - 2021
- [c4]Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi:
A Multi-Objective Approach for Multi-Channel SAR Despeckling. IGARSS 2021: 419-422 - [c3]Hossein Aghababaei, Giampaolo Ferraioli, Roghayeh Zamani:
Polarimetric SAR Images for Characterization of Urban Targets. IGARSS 2021: 1701-1704 - [c2]Roghayeh Zamani, Hossein Aghababaei, Giampaolo Ferraioli:
Efficiency of Contextual Information in Processing of Interferometric Data Stacks. IGARSS 2021: 2302-2304 - 2018
- [c1]Hossein Aghababaei, Alessandra Budillon, Giampaolo Ferraioli, Angel Caroline Johnsy, Vito Pascazio, Gilda Schirinzi:
Multiple Scatterers Detection Based on Signal Correlation Eploitation in Urban Sar Tomography. IGARSS 2018: 8691-8694
Informal and Other Publications
- 2024
- [i1]Wenyu Yang, Sergio Vitale, Hossein Aghababaei, Giampaolo Ferraioli, Vito Pascazio, Gilda Schirinzi:
CATSNet: a context-aware network for Height Estimation in a Forested Area based on Pol-TomoSAR data. CoRR abs/2403.20273 (2024)
Coauthor Index
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