Publications
Self-supervised on-line cumulative learning from video streams
Federico Pernici, Matteo Bruni, Alberto Del BimboComputer Vision and Image Understanding (CVIU)
Multiple Trajectory Prediction of Moving Agents with Memory Augmented Networks
Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del BimboIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction
Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del BimboInt'l Conference on Computer Vision and Pattern Recognition (CVPR)
Increasing Video Perceptual Quality with GANs and Semantic Coding
L. Galteri, L. Seidenari, L. Seidenari, M. Bertini, A. Del BimboACM Multimedia (ACM MM) 2020
Deep Universal Generative Adversarial Compression Artifact Removal
L. Galteri, L. Seidenari, M. Bertini, A. Del BimboTransactions on Multimedia
eSERVANT: Gestione di Eventi in Impianti Smart
Andrea Ferracani, Federico Becattini, Giuseppe Becchi, A. Del BimboAtti di Ital-IA è il primo Convegno Nazionale CINI sull'Intelligenza Artificiale
NeuronUnityIntegration2.0. A Unity Based Application for Motion Capture and Gesture Recognition
Federico Becattini, Andrea Ferracani, Filippo-Principi, Marioemanuele Ghianni, A. Del BimboProceedings of ACM Multimedia 2019 - Demo Session
2019
Domain Adaptation for Privacy-Preserving Pedestrian Detection in Thermal Imagery
My Kieu, Andrew Bagdanov, Marco Bertini, A. Del BimboImage Analysis and Processing – ICIAP 2019, pp.203-213
DeepPhysio: Monitored Physiotherapeutic Exercise in the Comfort of your Own Home
Gianmarco Sanesi, Andrew Bagdanov, Marco Bertini, A. Del BimboProceedings of ACM Multimedia 2019 - Demo Session
Extended YouTube Faces: a Dataset for Heterogeneous Open-Set Face Identification
C. Ferrari, S. Berretti, A. Del BimboICPR 2018
2018
Investigating nuisances in DCNN-based face recognition
C. Ferrari, G. Lisanti, S. Berretti, A. Del BimboIEEE Transactions on Image Processing
Learning 3DMM Deformation Coefficients for Rendering Realistic Expression Images
C. Ferrari, S. Berretti, P. Pala, A. Del BimboInternational Conference on Smart Multimedia
Semantic Road Layout Understanding by Generative Adversarial Inpainting
L. Berlincioni, F. Becattini, L. Galteri, L. Seidenari, A. Del BimboChapter in The Springer Series on Challenges in Machine Learning, "Inpainting and Denoising challenges"
Real-Time Demographic Profiling from Face Imagery with Fisher Vectors
Lorenzo Seidenari, Alessandro Rozza, Alberto Del BimboMachine Vision and Applications, 2018
Memory Based Online Learning of Deep Representations From Video Streams
Federico Pernici, Federico Bartoli, Matteo Bruni, Alberto Del BimboThe IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018, pp. 2324-2334
Spontaneous Expression Detection from 3D Dynamic Sequences by Analyzing Trajectories on Grassmann Manifolds
T. Alashkar, B. Ben Amor, M. Daoudi, Stefano BerrettiIEEE Transactions on Affective Computing , 2017 (to appear)
Motion Segment Decomposition of RGB-D Sequences for Human Behavior Understanding
M. Devanne, Stefano Berretti, Pietro Pala, H. Wannous, M. Daoudi, Alberto Del BimboPattern Recognition, vol.61, pp.222-233, January 2017
2017
Spatio-Temporal Closed-Loop Object Detection
Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del BimboIEEE transactions on Image Processing, 2017
2017
A Multi-Camera Image Processing and Visualization System for Train Safety Assessment
G. Lisanti, Svebor Karaman, Daniele Pezzatini, A. Del BimboMultimedia Tools and Applications (MTAP), 2017 (to appear)
Multi Channel-Kernel Canonical Correlation Analysis for Cross-View Person Re-Identification
G. Lisanti, Svebor Karaman, Iacopo MasiACM Transactions on Multimedia Computing, Communications, and Applications, 2017 (to appear)