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Research interests

My research interests are related to machine learning, deep learning, pattern recognition, statistics and signal and image processing within remote sensing and computer vision. 

Projects

​Some projects I am/have been working on (see earthobs.nr.no and deeplearning.nr.no for more details)

NGVEO

European Space Agency (2018)

Automatic analysis of Sentinel-data using deep learning techniques

COGMAR

Research Council of Norway (2017-2022)

​Automatic analysis of marine data using deep learning techniques.

AIRQUIP

Research Council of Norway (2017-2019)

Automatic detection and counting of vehicles in VHR satellite images using deep learning techniques.

DELI

Statoil (2017)

Automatic analysis of seismic data using deep learning.

 

FLOOD SERVICES

Norwegian Space Centre / COPERNICUS (2016-2018)

Automatic detection and mapping of floods in SAR satellite images.

SNOWBALL

EEA Grants (2015-2017)

Automatic detection and mapping of avalaches in optical and SAR satellite images.

UAVSEAL

Research Council of Norway (2014-2016)

Automatic detection and counting of seal pups using deep learning.

LASTRAK

Kartverket (2015-2016)

Automatic detection of forest roads from lidar data using deep learning

CULTSEARCHER

Riksantikvaren

Automatic detection of cultural heritages from lidar data using deep learning techniques

GLOBOILRISK

Kongsberg Satellite Services (2014-2016)

Automatic detection of marine oil spills in SAR satellite images.

SENTINEL4NATURE

Norwegian Space Centre / PRODEX (2015-2017)

Automatic mapping of environmental gradients important for Nature Types in Norway using multi-sensor satellite data.

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