Kernel low-rank and sparse graph for unsupervised and semi-supervised classification of hyperspectral images F De Morsier, M Borgeaud, V Gass, JP Thiran, D Tuia IEEE Transactions on Geoscience and Remote Sensing 54 (6), 3410-3420, 2016 | 81 | 2016 |
Semi-supervised novelty detection using SVM entire solution path F De Morsier, D Tuia, M Borgeaud, V Gass, JP Thiran IEEE transactions on geoscience and remote sensing 51 (4), 1939-1950, 2013 | 55 | 2013 |
Cluster validity measure and merging system for hierarchical clustering considering outliers F De Morsier, D Tuia, M Borgeaud, V Gass, JP Thiran Pattern Recognition 48 (4), 1478-1489, 2015 | 33 | 2015 |
Layout assessment method and system N Casati, DL DeMaris, F De Morsier, VE Casas, M Gabrani US Patent 8,863,044, 2014 | 21 | 2014 |
Multi-sensor change detection based on nonlinear canonical correlations M Volpi, F De Morsier, G Camps-Valls, M Kanevski, D Tuia 2013 IEEE International Geoscience and Remote Sensing Symposium-IGARSS, 1944 …, 2013 | 17 | 2013 |
Estimation of soil moisture from airborne hyperspectral imagery with support vector regression J Stamenkovic, D Tuia, F De Morsier, M Borgeaud, JP Thiran 2013 5th workshop on hyperspectral image and signal processing: evolution in …, 2013 | 16 | 2013 |
Do geographic features impact pictures location shared on the Web? Modeling photographic suitability in the Swiss Alps. T Produit, D Tuia, F de Morsier, F Golay EMR@ ICMR, 22-29, 2014 | 11 | 2014 |
Unsupervised change detection via hierarchical support vector clustering F De Morsier, D Tuia, V Gass, JP Thiran, M Borgeaud 7th IAPR Workshop on Pattern Recognition in Remote Sensing (PRRS), 1-4, 2012 | 8 | 2012 |
Non-linear low-rank and sparse representation for hyperspectral image analysis F De Morsier, D Tuia, M Borgeaucft, V Gass, JP Thiran 2014 IEEE Geoscience and Remote Sensing Symposium, 4648-4651, 2014 | 4 | 2014 |
Multisource clustering of remote sensing images with entropy-based Dempster-Shafer fusion S Ranoeliarivao, F De Morsier, D Tuia, S Rakotoniaina, M Borgeaud, ... 21st European Signal Processing Conference (EUSIPCO 2013), 1-5, 2013 | 4 | 2013 |
Semi-supervised and unsupervised novelty detection using nested support vector machines F de Morsier, M Borgeaud, C Küchler, V Gass, JP Thiran 2012 IEEE International Geoscience and Remote Sensing Symposium, 7337-7340, 2012 | 4 | 2012 |
Fast detection of novel problematic patterns based on dictionary learning and prediction of their lithographic difficulty F de Morsier, D Demaris, M Gabrani, N Casati Optical Microlithography XXVII 9052, 300-313, 2014 | 3 | 2014 |
Detection of floods in SAR images with non-linear kernel clustering and topographic prior F De Morsier, M Rasamimalala, D Tuiaz, M Borgeaud, S Rakotoniaina, ... 21st European Signal Processing Conference (EUSIPCO 2013), 1-5, 2013 | 2 | 2013 |
Adaptive frequency tracking on the ECG used to predict the success of electrical cardioversion of atrial fibrillation Y Prudat, F De Morsier, M Lemay, JM Vesin 2008 Computers in Cardiology, 825-828, 2008 | 2 | 2008 |
Semi-supervised and unsupervised kernel-based novelty detection with application to remote sensing images F de Morsier EPFL, 2014 | 1 | 2014 |
Robust Phase-Correlation Based Registration of Airborne Videos Using Motion Estimation F de Morsier, M Borgeaud, C Küchler, A Vogel, V Gass, JP Thiran Earth Observation of Global Changes (EOGC), 37-48, 2013 | 1 | 2013 |
Semantic Segmentation of Coffee Plantations from Sentinel-2 Time Series J Pisl, G Lenczner, D Tuia, F de Morsier IGARSS 2024-2024 IEEE International Geoscience and Remote Sensing Symposium …, 2024 | | 2024 |
Domain adaptation in remote sensing through cross-image synthesis with dictionaries G Matasci, F De Morsier, M Kanevski, D Tuia 2014 IEEE Geoscience and Remote Sensing Symposium, 3714-3717, 2014 | | 2014 |
Hierarchical sparse representation for dictionary-based classification of hyperspectral images DM Gonzalez, F De Morsier, G Matasci, D Tuia, JP Thiran 2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014 | | 2014 |
Fast detection of novel problematic patterns based on dictionary learning and boundary detection of failure regions F de Morsier, C Nathalie, D DeMaris, M Gabrani, A Gotovos, A Krause SPIE Advanced Lithography 2014, 2014 | | 2014 |