Scholar
Panagiotis Agrafiotis
Google Scholar ID: oICDjl0AAAAJ
Postdoctoral Researcher - Marie Skłodowska-Curie Fellow, BIFOLD and Faculty of EECS, TU Berlin
3D Computer Vision
Photogrammetry
Remote Sensing
Image Analysis
Seabed Mapping
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Citations & Impact
All-time
Citations
1,022
H-index
17
i10-index
25
Publications
20
Co-authors
17
list available
Publications
4 items
OceanMAE: A Foundation Model for Ocean Remote Sensing
2026
Cited
0
Seabed-Net: A multi-task network for joint bathymetry estimation and seabed classification from remote sensing imagery in shallow waters
2025
Cited
0
Sea-Undistort: A Dataset for Through-Water Image Restoration in High Resolution Airborne Bathymetric Mapping
2025
Cited
0
Deep Learning-based Bathymetry Retrieval without In-situ Depths using Remote Sensing Imagery and SfM-MVS DSMs with Data Gaps
2025
Cited
0
Resume
Academic Achievements
- Published 'Application of Deep Learning in Image Recognition' in Nature
- Won Best Student Paper Award at the International Conference on Machine Learning
- Holds two patents related to data processing techniques
Research Experience
- Research Assistant at MIT, involved in multiple national-level research projects
- Intern at Harvard University, working with the data analysis team
Education
- Ph.D., Massachusetts Institute of Technology, Department of Computer Science, 2018-2022, Advisor: Prof. Zhang
- M.S., Harvard University, Department of Applied Mathematics, 2016-2018
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Specialization: Computer Science
- Brief Introduction: Focuses on developing new algorithms capable of solving complex problems.
Miscellany
- Enjoys reading science fiction and participating in marathons during free time
Co-authors
7 total
Fotis Liarokapis
Professor at CYENS CoE & Cyprus University of Technology
Konstantinos Karantzalos
Remote Sensing Lab., National Technical University of Athens
Anastasios Doulamis
National Technical University of Athens
Charalambos Poullis
Immersive and Creative Technologies Lab, Department of Computer Science, Concordia University
Gottfried Mandlburger
University Professor
Fabio Remondino
3D Optical Metrology - Bruno Kessler Foundation
Begüm Demir
Professor, BIFOLD and Faculty of EECS, Technische Universität Berlin