Jelena Stamenkovic

Publication Activity (10 Years)

Years Active: 2013-2017
Publications (10 Years): 1

Top Topics

Machine Learning

Hyperspectral Images

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Jelena Stamenkovic, Leila Guerriero, Paolo Ferrazzoli, Claudia Notarnicola, Felix Greifeneder, Jean-Philippe Thiran
Soil Moisture Estimation by SAR in Alpine Fields Using Gaussian Process Regressor Trained by Model Simulations. IEEE Trans. Geosci. Remote. Sens. 55 (9) (2017)
Iftikhar Ali, Felix Greifeneder, Jelena Stamenkovic, Maxim Neumann, Claudia Notarnicola
Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data. Remote. Sens. 7 (12) (2015)
Jelena Stamenkovic, Paolo Ferrazzoli, Leila Guerriero, Devis Tuia, Jean-Philippe Thiran
Joining a Discrete Radiative Transfer Model and a Kernel Retrieval Algorithm for Soil Moisture Estimation From SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (7) (2015)
Jelena Stamenkovic, Paolo Ferrazzoli, Leila Guerriero, Devis Tuia, Jean-Philippe Thiran, Maurice Borgeaud
Crop backscatter modeling and soil moisture estimation with support vector regression. IGARSS (2014)
Felix Greifeneder, Claudia Notarnicola, Giovanni Cuozzo, Giacomo Bertoldi, Stefano Della Chiesa, Georg Niedrist, Jelena Stamenkovic, Wolfgang Wagner
Estimation of surface soil moisture in alpine areas based on medium spatial resolution SAR time-series and upscaled in-situ measurements. SAR (2014)
Jelena Stamenkovic, Claudia Notarnicola, Nadine Spindler, Giovanni Cuozzo, Giacomo Bertoldi, Stefano Della Chiesa, Georg Niedrist, Felix Greifeneder, Devis Tuia, Maurice Borgeaud, Jean-Philippe Thiran
Soil moisture estimation using synergy of optical, SAR, and topographic data with Gaussian Process Regression. SAR (2014)
Jelena Stamenkovic, Devis Tuia, Frank de Morsier, Maurice Borgeaud, Jean-Philippe Thiran
Estimation of soil moisture from airborne hyperspectral imagery with support vector regression. WHISPERS (2013)