Adversarial Learning and Self-Teaching Techniques for Domain Adaptation in Semantic Segmentation

Umberto Michieli, Matteo Biasetton, Gianluca Agresti, +1

Padua Research Archive (University of Padova)

Unsupervised Domain Adaptation for ToF Data Denoising With Adversarial Learning

Gianluca Agresti, Henrik Schaefer, Piergiorgio Sartor, +1

Depth Ground TruthEngineeringMachine LearningAutoencodersImage Analysis +19

Unsupervised Domain Adaptation for Semantic Segmentation of Urban Scenes

Matteo Biasetton, Umberto Michieli, Gianluca Agresti, +1

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningSegmentation Confidence +16

Unsupervised domain adaptation for mobile semantic segmentation based on cycle consistency and feature alignment

Marco Toldo, Umberto Michieli, Gianluca Agresti, +1

Image and Vision Computing

Cycle ConsistencyMachine VisionImage AnalysisData ScienceMachine Learning +8

Deep Learning for Confidence Information in Stereo and ToF Data Fusion

Gianluca Agresti, Ludovico Minto, Giulio Marin, +1

Depth DataTof Data FusionNovel FrameworkMachine VisionMachine Learning +13

Confidence Estimation for ToF and Stereo Sensors and Its Application to Depth Data Fusion

Matteo Poggi, Gianluca Agresti, Fabio Tosi, +2

IEEE Sensors Journal

EngineeringMachine LearningStereo ImagingDepth MapConfidence Estimation +19

Deep Learning for Transient Image Reconstruction from ToF Data

Enrico Buratto, Adriano Simonetto, Gianluca Agresti, +2

Sensors

EngineeringMachine LearningDepth MapDeblurringIncoming Light +16

Stereo and ToF data fusion by learning from synthetic data

Gianluca Agresti, Ludovico Minto, Giulio Marin, +1

Information Fusion

Tof Data FusionImage AnalysisMachine LearningMachine VisionData Science +10

Material Identification Using RF Sensors and Convolutional Neural Networks

Gianluca Agresti, Simone Milani

Convolutional Neural NetworkEngineeringMachine LearningPortable 3DMapping Algorithms +19

Unsupervised Domain Adaptation of Deep Networks for ToF Depth Refinement

Gianluca Agresti, Henrik Schäfer, Piergiorgio Sartor, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

Tof Depth RefinementMachine VisionMachine LearningData ScienceImage Analysis +13