Eelis Halme

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 4

Top Topics

Multitask Learning

Remote Sensing Data

Spectral Resolution

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Int. J. Appl. Earth Obs. Geoinformation

Publications

Matti Mottus, Phu Pham, Eelis Halme, Matthieu Molinier, Hai Cu, Jorma Laaksonen
TAIGA: A Novel Dataset for Multitask Learning of Continuous and Categorical Forest Variables From Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Matti Mottus, Matthieu Molinier, Eelis Halme, Hai Cu, Jorma Laaksonen
Patch Size Selection for Analysis of Sub-Meter Resolution Hyperspectral Imagery of Forests. IGARSS (2021)
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)
Eelis Halme, Petri Pellikka, Matti Mottus
Utility of hyperspectral compared to multispectral remote sensing data in estimating forest biomass and structure variables in Finnish boreal forest. Int. J. Appl. Earth Obs. Geoinformation 83 (2019)