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

Active Learning Methods for Remote Sensing Image Classification

Devis Tuia, Frédéric Ratle, Fabio Pacifici, +2

IEEE Transactions on Geoscience and Remote Sensing

Active Learning MethodsHigh ResolutionEngineeringMachine LearningTraining Samples +14

A neural network approach using multi-scale textural metrics from very high-resolution panchromatic imagery for urban land-use classification

Fabio Pacifici, Marco Chini, William J. Emery

Remote Sensing of Environment

Image ClassificationMachine VisionImage AnalysisData ScienceEngineering +12

Challenges and Opportunities of Multimodality and Data Fusion in Remote Sensing

Mauro Dalla Mura, Saurabh Prasad, Fabio Pacifici, +3

Proceedings of the IEEE

Environmental MonitoringEngineeringGeomorphologyLand UseForestry +24

Very High Resolution Multiangle Urban Classification Analysis

Nathan Longbotham, Chuck Chaapel, Laurence Bleiler, +3

IEEE Transactions on Geoscience and Remote Sensing

EngineeringUrban ModellingMultispectral ImagingUrban ScienceSocial Sciences +19

Multi-Modal Change Detection, Application to the Detection of Flooded Areas: Outcome of the 2009–2010 Data Fusion Contest

Nathan Longbotham, Fabio Pacifici, Taylor Glenn, +8

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

Data Fusion ContestEngineeringSpatiotemporal Data FusionChange DetectionChange Analysis +20

Classification of Very High Spatial Resolution Imagery Using Mathematical Morphology and Support Vector Machines

Devis Tuia, Fabio Pacifici, Mikhaïl Kanevski, +1

IEEE Transactions on Geoscience and Remote Sensing

EngineeringFeature DetectionLand UseBiometricsSocial Sciences +18

Decision Fusion for the Classification of Hyperspectral Data: Outcome of the 2008 GRS-S Data Fusion Contest

Giorgio Licciardi, Fabio Pacifici, Devis Tuia, +8

IEEE Transactions on Geoscience and Remote Sensing

Data Fusion ContestMachine LearningEngineeringIntelligent SystemsEarth Science +15

Use of Neural Networks for Automatic Classification From High-Resolution Images

Fabio Del Frate, Fabio Pacifici, G. Schiavon, +1

IEEE Transactions on Geoscience and Remote Sensing

High Resolution ImagesMachine LearningFeature DetectionEngineeringMultilayer Perceptron +22

SVM Active Learning Approach for Image Classification Using Spatial Information

Edoardo Pasolli, Farid Melgani, Devis Tuia, +2

IEEE Transactions on Geoscience and Remote Sensing

EngineeringMachine LearningSupport Vector MachineClassification MethodImage Analysis +15