Langezijds

dr.ing. H. Aghababaei (Hossein)

Assistant Professor
ITC-EOS
Langezijds 1326
h.aghababaei@utwente.nl
+31534895178
Business card

Dr. Hossein Aghababaei has held the position of Assistant Professor at the Faculty of ITC, University of Twente. His research is focused on synthetic aperture radar (SAR) data analysis, with a particular specialization in Polarimetric SAR (#PolSAR) and SAR tomography (#TomoSAR). His research interests are closely aligned with applications pertaining to the forestry sector, specifically the investigation of forest structures (#3D forest) through the utilization of SAR tomography.

Expertise

  • Computer Science

    • Synthetic Aperture Radar
    • Synthetic Aperture Radar Images
    • Models
    • Detection

  • Earth and Planetary Sciences

    • Image
    • Tomography
    • Datum

  • Engineering

    • Scatterer

Organisations

Publications

2024

Visual Question Answering for Wishart H-Alpha Classification of Polarimetric SAR Images (2024)In IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings (pp. 11231-11234) (International Geoscience and Remote Sensing Symposium (IGARSS)). IEEE (E-pub ahead of print/First online). Aghababaei, H. & Stein, A.https://doi.org/10.1109/IGARSS53475.2024.10641895Despeckling SAR Images With Log-Yeo–Johnson Transformation and Conditional Diffusion Models (2024)IEEE transactions on geoscience and remote sensing, 62. Article 5215417. Ma, Y., Ke, P., Aghababaei, H., Chang, L., Wei, J. & Wei, J.https://doi.org/10.1109/TGRS.2024.3419083A deterministic descriptive regularization-based method for SAR tomography in urban areas (2024)International journal of remote sensing, 45(6), 1884-1903. Armeshi, H., Sahebi, M. R. & Aghababaei, H.https://doi.org/10.1080/01431161.2024.2321466Spectral estimation model for linear displacement and vibration monitoring with GBSAR system (2024)Mechanical systems and signal processing, 208. Article 110916. Hosseiny, B., Amini, J. & Aghababaei, H.https://doi.org/10.1016/j.ymssp.2023.110916Speckle reduction in dual-polarimetric SAR images based on conditional diffusion model (2024)In IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium, Proceedings (pp. 11260-11263) (International Geoscience and Remote Sensing Symposium (IGARSS)). IEEE. Ma, Y., Aghababaei, H., Chang, L., Pengke & Wei, J.https://doi.org/10.1109/IGARSS53475.2024.10640404

2023

A Deep Learning Solution for Height Inversion on Forested Areas Using Single and Dual Polarimetric TomoSAR (2023)IEEE geoscience and remote sensing letters, 20, 1-5. Article 2505605. Yang, W., Vitale, S., Aghababaei, H., Ferraioli, G., Pascazio, V. & Schirinzi, G.https://doi.org/10.1109/LGRS.2023.3322782Deep learning based polarimetric data augmentation: Dual2Full-pol extension (2023)IEEE transactions on geoscience and remote sensing, 61. Aghababaei, H., Ferraioli, G., Stein, A. & Vitale, S.https://doi.org/10.1109/TGRS.2023.3299419A deep learning solution for height estimation on a forested area based on Pol-TomoSAR data (2023)IEEE transactions on geoscience and remote sensing, 61. Article 5208214. Yang, W., Vitale, S., Aghababaei, H., Ferraioli, G., Pascazio, V. & Schirinzi, G.https://doi.org/10.1109/TGRS.2023.3274395Speckle Reduction in SAR Images (2023)In Spaceborne Synthetic Aperture Radar Remote Sensing: Techniques and Applications (pp. 13-44). CRC Press (Taylor & Francis). Aghababaei, H. & Stein, A.https://doi.org/10.1201/9781003204466-2First Demonstration of Space-Borne Polarization Coherence Tomography for Characterizing Hyrcanian Forest Structural Diversity (2023)Remote sensing, 15(3). Article 555. Poorazimy, M., Shataee, S., Aghababaei, H., Tomppo, E. & Praks, J.https://doi.org/10.3390/rs15030555

Research profiles

Courses academic year 2024/2025

Courses in the current academic year are added at the moment they are finalised in the Osiris system. Therefore it is possible that the list is not yet complete for the whole academic year.

Courses academic year 2023/2024

Address

University of Twente

Langezijds (building no. 19), room 1326
Hallenweg 8
7522 NH Enschede
Netherlands

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