Hossein Bagheri

 

 

+89 (0)912 7567529

h.bagheri.en@gmail.com

Education

2016-2019

Dr. -Ing. (Ph.D.), Data science in Earth Observation, Technical University of Munich (TUM) German Aerospace Center (DLR)

         Thesis: Fusion of multi-sensor-derived data for the 3D reconstruction of urban scenes

2014-2015

Ph.D. student, Civil Engineering-Surveying, Photogrammetry, University of Tehran, Iran

2011-2013

MSc. Civil Engineering-Surveying, Photogrammetry, Tafresh University, Iran

         GPA of 19.11 out of 20 (level: A)

         Thesis: Comprehensive evaluation of high resolution imagery for large scale map revision

2006-2010

BSc. Civil Engineering-Surveying (Geomatics), Tafresh University, Iran

         GPA of 17.57 out of 20 (level: A)

Projects

         Research Assistant, Stereogrammetric fusion of optical and SAR data for the reconstruction of urban scenes, TUM-DLR, 2017-2019.

         Research Assistant, So2Sat: Big data for 4D global urban mapping-1016 bytes from social media to earth observation satellites, TUM-DLR, 2016-2019.

         Researcher, Revision of Iranian base map using high resolution satellite images, National Cartographic Center (NCC) of Iran, 2012-2013.

Job Experience

2010-2011

GPS expert and filed surveying supervisor

         Project: 3D seismological in the oil field of Dehloran, South of Ilam, Iran, Pars Energy-Gostar Drilling and Exploration

Reviewing Experience

         ISPRS Journal of Photogrammetry and Remote Sensing

         IEEE Geoscience and Remote Sensing Letters

Teaching Experience

2017-2018

ESPACE seminar supervision, Technical University of Munich

2017-2018

Lab assistant, System theories and signal processing, Technical University of Munich

2014-2015

Lecturer, Digital Image Processing, Geomatics College of National Cartographic Center, Tehran, Iran

2010-2011

Lecturer, Geomatics, Mathematics and Geometry, Ministry of Education, Tehran, Iran

 

Awards and Honors

         Ph.D. Scholarship from Ministry of Science, Research and Technology of Iran (First ranked), 2015

         2nd ranked in the Ph.D. exam of photogrammetry among all Iranian applicants, 2014

         Award of the best research in MSc, 2013

         First class honors in M.Sc., 2013

         First class honors B.Sc. (among 76 students), 2010

Skills

Programming Languages

Python

MATLAB

C++

JavaScript (basic)

 

Programming Frameworks/Applications

TensorFlow-Keras

Scikit-learn

Pandas

SciPy

NumPy

Matplotlib

OpenCV

Git

Python-GIS

Latex

Linux/bash scripting

Earth Engine API

Seaborn

 

PyTorch

Geopandas

Software

ESA SNAP

QGIS

ENVI

Orfeo

Cloud Compare

Quick Terrain Modeller

 

 

 

 

Soft skills

Communication

Teamwork

Problem-Solving

Adaptability

Time Management

Research Interests

         Geosptail data analysis

         Machine learning (deep learning)

         CityGML, 3D reconstruction, Air quality, Urban Climate