Hyperspectral and LiDAR Data Fusion: Outcome of the 2013 GRSS Data Fusion Contest

Christian Debes, Andreas Merentitis, Roel Heremans, +11

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Data Fusion ContestEngineeringMultispectral ImagingMulti-image FusionEarth Science +18

Open Data for Global Multimodal Land Use Classification: Outcome of the 2017 IEEE GRSS Data Fusion Contest

Naoto Yokoya, Pedram Ghamisi, Junshi Xia, +7

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Scientific OutcomesEarth ObservationData Fusion ContestEngineeringLand Use +19

Fusion of PolSAR and PolInSAR data for land cover classification

Michal Shimoni, Dirk Borghys, Roel Heremans, +2

International Journal of Applied Earth Observation and Geoinformation

RadarEngineeringSynthetic Aperture RadarLand UsePattern Recognition +10

Ensemble Learning in Hyperspectral Image Classification: Toward Selecting a Favorable Bias-Variance Tradeoff

Andreas Merentitis, Christian Debes, Roel Heremans

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

EngineeringMachine LearningBias-variance TradeoffFeature ExtractionEnsemble Methods +19

Automatic detection of flooded areas on ENVISAT/ASAR images using an object-oriented classification technique and an active contour algorithm

Roel Heremans, Axel Willekens, Dirk Borghys, +4

EngineeringFeature DetectionGeomorphologyFlood PeriodDisaster Detection +23

Automatic fusion and classification of hyperspectral and LiDAR data using random forests

Andreas Merentitis, Christian Debes, Roel Heremans, +1

EngineeringForest BiometricsMachine LearningMultispectral ImagingForestry +19

Multilevel ensembling for local climate zones classification

Sergey Sukhanov, Ivan Tankoyeu, Jérôme Louradour, +3

EngineeringMachine LearningVarious TypesSocial SciencesImage Analysis +19

Fusion of Lidar, Hyperspectral and RGB Data for Urban Land Use and Land Cover Classification

Sergey Sukhanov, Dmitrii Budylskii, Ivan Tankoyeu, +2

EngineeringMachine LearningLand UseMultispectral ImagingSpatiotemporal Data Fusion +20

Synthetic aperture imaging extended towards novel THz sensors

Roel Heremans, Marijke Vandewal, Marc Acheroy

Thz PhotonicsEngineeringSat ImagesImaging RadarRadar Signal Processing +17