Heikki Astola

According to our database, Heikki Astola authored at least 9 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Forest Area and Structural Variable Estimation in Boreal Forest Using Suomi NPP VIIRS Data and a Sample from VHR Imagery.

Tuomas Häme, Heikki Astola, Jorma Kilpi, Yrjö Rauste, Laura Sirro, Teemu Mutanen, Eija Parmes, Jussi Rasinmäki, Mohammad Imangholiloo

Remote. Sens., June, 2023

2021

Deep Neural Networks with Transfer Learning for Forest Variable Estimation Using Sentinel-2 Imagery in Boreal Forest.

Heikki Astola, Lauri Seitsonen, Eelis Halme, Matthieu Molinier, Anne Lönnqvist

Remote. Sens., 2021

2018

Deepcloud - A Fully Convolutionnal Neural Network for Cloud and Shadow Masking in Optical Satellite Images.

Matthieu Molinier, Niko Reunanen, Arttu Lämsä, Heikki Astola, Tomi Räty

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Timely And Semi-Automatic Detection of Forest Logging Events in Boreal Forest Using All Available Landsat Data.

Matthieu Molinier, Heikki Astola, Tomi Räty, Curtis E. Woodcock

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2014

Land Cover and Soil Type Mapping From Spaceborne PolSAR Data at L-Band With Probabilistic Neural Network.

Oleg Antropov, Yrjö Rauste, Heikki Astola, Jaan Praks, Tuomas Häme, Martti T. Hallikainen

IEEE Trans. Geosci. Remote. Sens., 2014

Forest stem volume and storm damage mapping in Finland and Russia.

Heikki Astola, Matthieu Molinier, Magnus Simons, Paula Susila

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2008

Web Cameras in Automatic Autumn Colour Monitoring.

Heikki Astola, Matthieu Molinier, Tapani Mikkola, Eero Kubin

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

2007

Automatic monitoring of autumn colours using MODIS data.

Yrjö Rauste, Heikki Astola, Tuomas Häme, Robin Berglund, Laura Sirro, Teppo Veijonen, Brita Veikkanen, Eero Kubin, Osmo Aulamo

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2007

2006

Separation of Coniferous Species in Boreal Forest Using Spectral and Contextual Features from Ikonos Imagery.

Heikki Astola, Laura Sirro, Tuomas Häme, Matthieu Molinier, Jussi Ahola

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2006