DAEN: Deep Autoencoder Networks for Hyperspectral Unmixing

Yuanchao Su, Jun Li, Antonio Plaza, +3

IEEE Transactions on Geoscience and Remote Sensing

Source SeparationEngineeringMachine LearningDeep Autoencoder NetworksAutoencoders +14

Deep building footprint update network: A semi-supervised method for updating existing building footprint from bi-temporal remote sensing images

Haonan Guo, Qian Shi, Andrea Marinoni, +2

Remote Sensing of Environment

Built EnvironmentImage ClassificationMachine VisionImage AnalysisData Science +12

Super-Resolution-Based Change Detection Network With Stacked Attention Module for Images With Different Resolutions

Mengxi Liu, Qian Shi, Andrea Marinoni, +3

IEEE Transactions on Geoscience and Remote Sensing

Stacked Nonnegative Sparse Autoencoders for Robust Hyperspectral Unmixing

Yuanchao Su, Andrea Marinoni, Jun Li, +2

IEEE Geoscience and Remote Sensing Letters

Sparse RepresentationAnomaly DetectionImage AnalysisMachine LearningData Science +13

UGS-1m: fine-grained urban green space mapping of 31 major cities in China based on the deep learning framework

Qian Shi, Mengxi Liu, Andrea Marinoni, +1

Earth system science data

Convolutional Neural NetworkGeneral Deep LearningEngineeringMachine LearningUrban Modelling +24

Sea Ice Classification of SAR Imagery Based on Convolution Neural Networks

Salman Khaleghian, Habib Ullah, Nick Hughes, +2

Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersOceanography +20

Combined InSAR and Terrestrial Structural Monitoring of Bridges

Sivasakthy Selvakumaran, Cristian Rossi, Andrea Marinoni, +5

IEEE Transactions on Geoscience and Remote Sensing

EngineeringMeasurementInterferometryInterferometric Synthetic Aperture RadarInsar Bridge Monitoring +19

Semantic Labeling of High Resolution Aerial Imagery and LiDAR Data with Fine Segmentation Network

Xuran Pan, Lianru Gao, Andrea Marinoni, +3

Remote Sensing

Convolutional Neural NetworkEngineeringLidar DataPoint Cloud ProcessingSemantic Labeling +19

A Novel Approach for Efficient <formula formulatype="inline"><tex Notation="TeX">$p$</tex></formula>-Linear Hyperspectral Unmixing

Andrea Marinoni, Paolo Gamba

IEEE Journal of Selected Topics in Signal Processing

Geometric ModelingImage AnalysisEngineeringPolytope DecompositionSynthetic Aperture Radar +12

Giant Random Telegraph Signals in Nanoscale Floating-Gate Devices

Paolo Fantini, A. Ghetti, Andrea Marinoni, +3

IEEE Electron Device Letters

Trap SignatureCategoryquantum ElectronicsElectrical EngineeringSemiconductor DeviceEngineering +13