Roel Heremans

Publication Activity (10 Years)

Years Active: 2009-2018
Publications (10 Years): 4

Top Topics

Bias Variance Tradeoff

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Publications

Naoto Yokoya, Pedram Ghamisi, Junshi Xia, Sergey Sukhanov, Roel Heremans, Ivan Tankoyeu, Benjamin Bechtel, Bertrand Le Saux, Gabriele Moser, Devis Tuia
Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (5) (2018)
Sergey Sukhanov, Dmitrii Budylskii, Ivan Tankoyeu, Roel Heremans, Christian Debes
Fusion of Lidar, Hyperspectral and RGB Data for Urban Land Use and Land Cover Classification. IGARSS (2018)
Sergey Sukhanov, Ivan Tankoyeu, Jérôme Louradour, Roel Heremans, Darya Trofimova, Christian Debes
Multilevel ensembling for local climate zones classification. IGARSS (2017)
Marco F. Huber, Andreas Merentitis, Roel Heremans, Maria E. Niessen, Christian Debes, Nikolaos Frangiadakis
Bayesian score level fusion for facial recognition. MFI (2016)
Neha Thakre, Christian Debes, Roel Heremans, Abdelhak M. Zoubir
Anomaly detection for dike monitoring using system identification. ICASSP (2014)
Christian Debes, Andreas Merentitis, Roel Heremans, Jürgen T. Hahn, Nikolaos Frangiadakis, Tim van Kasteren, Wenzhi Liao, Rik Bellens, Aleksandra Pizurica, Sidharta Gautama, Wilfried Philips, Saurabh Prasad, Qian Du, Fabio Pacifici
Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (6) (2014)
Andreas Merentitis, Christian Debes, Roel Heremans
Ensemble Learning in Hyperspectral Image Classification: Toward Selecting a Favorable Bias-Variance Tradeoff. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (4) (2014)
Andreas Merentitis, Christian Debes, Roel Heremans, Nikolaos Frangiadakis
Automatic fusion and classification of hyperspectral and LiDAR data using random forests. IGARSS (2014)
Michal Shimoni, Roel Heremans, Christiaan Perneel
Detection of small changes in complex urban and industrial scenes using imaging spectroscopy. IGARSS (2010)
Marijke Vandewal, Roel Heremans, Marc Acheroy
Synthetic aperture signal processing for high resolution 3D image reconstruction in the THz-domain. EUSIPCO (2009)
Michal Shimoni, Dirk Borghys, Roel Heremans, Christiaan Perneel, Marc Acheroy
Fusion of PolSAR and PolInSAR data for land cover classification. Int. J. Appl. Earth Obs. Geoinformation 11 (3) (2009)