Heikki Astola

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 4

Top Topics

Transfer Learning

Satellite Imagery

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Tuomas Häme, Heikki Astola, Jorma Kilpi, Yrjö Rauste, Laura Sirro, Teemu Mutanen, Eija Parmes, Jussi Rasinmäki, Mohammad Imangholiloo
Forest Area and Structural Variable Estimation in Boreal Forest Using Suomi NPP VIIRS Data and a Sample from VHR Imagery. Remote. Sens. 15 (12) (2023)
Heikki Astola, Lauri Seitsonen, Eelis Halme, Matthieu Molinier, Anne Lönnqvist
Deep Neural Networks with Transfer Learning for Forest Variable Estimation Using Sentinel-2 Imagery in Boreal Forest. Remote. Sens. 13 (12) (2021)
Matthieu Molinier, Niko Reunanen, Arttu Lämsä, Heikki Astola, Tomi Räty
Deepcloud - A Fully Convolutionnal Neural Network for Cloud and Shadow Masking in Optical Satellite Images. IGARSS (2018)
Matthieu Molinier, Heikki Astola, Tomi Räty, Curtis E. Woodcock
Timely And Semi-Automatic Detection of Forest Logging Events in Boreal Forest Using All Available Landsat Data. IGARSS (2018)
Heikki Astola, Matthieu Molinier, Magnus Simons, Paula Susila
Forest stem volume and storm damage mapping in Finland and Russia. IGARSS (2014)
Oleg Antropov, Yrjö Rauste, Heikki Astola, Jaan Praks, Tuomas Häme, Martti T. Hallikainen
Land Cover and Soil Type Mapping From Spaceborne PolSAR Data at L-Band With Probabilistic Neural Network. IEEE Trans. Geosci. Remote. Sens. 52 (9) (2014)
Heikki Astola, Matthieu Molinier, Tapani Mikkola, Eero Kubin
Web Cameras in Automatic Autumn Colour Monitoring. IGARSS (3) (2008)
Yrjö Rauste, Heikki Astola, Tuomas Häme, Robin Berglund, Laura Sirro, Teppo Veijonen, Brita Veikkanen, Eero Kubin, Osmo Aulamo
Automatic monitoring of autumn colours using MODIS data. IGARSS (2007)
Heikki Astola, Laura Sirro, Tuomas Häme, Matthieu Molinier, Jussi Ahola
Separation of Coniferous Species in Boreal Forest Using Spectral and Contextual Features from Ikonos Imagery. IGARSS (2006)