AImageLab presented the following papers at ICPR2020:
Explore and Explain:Self-supervised Navigation and Recounting
Roberto Bigazzi, Federico Landi, Marcella Cornia, Silvia Cascianelli, Lorenzo Baraldi, Rita Cucchiara
A Novel Attention-based Aggregation Functionto Combine Vision and Language
Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi, Rita Cucchiara
VITON-GT: An Image-based VirtualTry-On Model with Geometric Transformations
Matteo Fincato, Federico Landi, Marcella Cornia, Fabio Cesari, Rita Cucchiara
Watch Your Strokes: Improving Handwritten Text Recognition with Deformable Convolutions
Iulian Cojocaru, Silvia Cascianelli, Lorenzo Baraldi, Massimiliano Corsini, Rita Cucchiara
RMS-Net: Regression and Masking for Soccer Event Spotting
Matteo Tomei, Lorenzo Baraldi, Simone Calderara, Simone Bronzin, Rita Cucchiara
RefiNet: 3D Human Pose Refinementwith Depth Maps
Andrea D'Eusanio, Stefano Pini, Guido Borghi, Roberto Vezzani, Rita Cucchiara
Anomaly Detection, Localizationand Classification for Railway Inspection
Riccardo Gasparini, Andrea D'Eusanio, Guido Borghi, Stefano Pini, Giuseppe Scaglione, Simone Calderara, Eugenio Fedeli, Rita Cucchiara
Future Urban Scenes Generationthrough Vehicles Synthesis
Alessandro Simoni, Luca Bergamini, Andrea Palazzi, Simone Calderara, Rita Cucchiara
DAG-Net: Double Attentive GraphNeural Network for Trajectory Forecasting
Alessio Monti, Alessia Bertugli, Simone Calderara, Rita Cucchiara
Confidence Calibration forDeep Renal Biopsy Immunofluorescence Images Classification
Federico Pollastri, Juan Maroñas, Federico Bolelli, Giulia Ligabue, Roberto Paredes, Riccardo Magistroni, Costantino Grana
A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes
Maximilian Sochting, Stefano Allegretti, Federico Bolelli, Costantino Grana
The DeepHealth Toolkit: aUnified Framework to Boost Biomedical Applications
Michele Cancilla, Laura Canalini, Federico Bolelli, Stefano Allegretti, Salvador Carrion, Roberto Paredes, Jon Ander Gomez, Simone Leo, Marco Enrico Piras, Luca Pireddu, Asaf Badouh, Santiago Marco-Sola, Lluc Alvarez, Miquel Moreto, Costantino Grana
Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval
Stefano Allegretti, Federico Bolelli, Federico Pollastri, Sabrina Longhitano, Giovanni Pellacani, Costantino Grana
Rethinking Experience Replay: aBag of Tricks for Continual Learning
Pietro Buzzega, Matteo Boschini, Angelo Porrello, Simone Calderara
The color outof space: learning self-supervised representations for Earth Observationimagery
Stefano Vincenzi, Angelo Porrello, Pietro Buzzega, Marco Cipriano, Pietro Fronte, Roberto Cuccu, Carla Ippoliti, Annamaria Conte, Simone Calderara