Predicting and Understanding Urban Perception with Convolutional Neural Networks

Lorenzo Porzi, Samuel Rota Bulò, Bruno Lepri, +1

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningUrban Science +15

DiffRF: Rendering-Guided 3D Radiance Field Diffusion

Norman Müller, Yawar Siddiqui, Lorenzo Porzi, +3

Realistic RenderingEngineeringRendering LossComputational IlluminationImage Analysis +15

Panoptic Lifting for 3D Scene Understanding with Neural Fields

Yawar Siddiqui, Lorenzo Porzi, Samuel Rota Bulò, +4

3D Computer VisionPanoptic LiftingMachine VisionImage AnalysisData Science +12

Learning Personalized Models for Facial Expression Analysis and Gesture Recognition

Gloria Zen, Lorenzo Porzi, Enver Sangineto, +2

IEEE Transactions on Multimedia

AutoDIAL: Automatic Domain Alignment Layers

Fabio Maria Carlucci, Lorenzo Porzi, Barbara Caputo, +2

EngineeringMachine LearningAutoencodersNatural Language ProcessingDomain Characteristic +15

A smart watch-based gesture recognition system for assisting people with visual impairments

Lorenzo Porzi, Stefano Messelodi, Carla Maria Modena, +1

EngineeringActivity RecognitionBiometricsWearable TechnologyEducation +17

Disentangling Monocular 3D Object Detection: From Single to Multi-Class Recognition

Andrea Simonelli, Samuel Rota Bulò, Lorenzo Porzi, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

3D Computer VisionImage AnalysisMachine VisionMachine LearningEngineering +10

In-place Activated BatchNorm for Memory-Optimized Training of DNNs

Samuel Rota Bulò, Lorenzo Porzi, Peter Kontschieder

Convolutional Neural NetworkEngineeringMachine LearningRecurrent Neural NetworkImage Analysis +14

Geometry-Aware Network for Non-rigid Shape Prediction from a Single View

Albert Pumarola, Antonio Agudo, Lorenzo Porzi, +3

Geometric LearningEngineeringMachine LearningGeometryStatistical Shape Analysis +21

A SMARTPHONE-BASED 3D PIPELINE FOR THE CREATIVE INDUSTRY– THE REPLICATE EU PROJECT

Erica Nocerino, Francisco A. Lago, Daniele Morabito, +13

˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences