Publications

MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction

Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo

Int'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 Bimbo

ACM Multimedia (ACM MM) 2020


Self-supervised on-line cumulative learning from video streams

Federico Pernici, Matteo Bruni, Alberto Del Bimbo

Computer Vision and Image Understanding (CVIU)


Multiple Trajectory Prediction of Moving Agents with Memory Augmented Networks

Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del Bimbo

IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)


Deep Universal Generative Adversarial Compression Artifact Removal

L. Galteri, L. Seidenari, M. Bertini, A. Del Bimbo

Transactions on Multimedia


eSERVANT: Gestione di Eventi in Impianti Smart

Andrea Ferracani, Federico Becattini, Giuseppe Becchi, A. Del Bimbo

Atti 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 Bimbo

Proceedings 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 Bimbo

Image 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 Bimbo

Proceedings of ACM Multimedia 2019 - Demo Session


Semantic Road Layout Understanding by Generative Adversarial Inpainting

L. Berlincioni, F. Becattini, L. Galteri, L. Seidenari, A. Del Bimbo

Chapter 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 Bimbo

Machine Vision and Applications, 2018


Extended YouTube Faces: a Dataset for Heterogeneous Open-Set Face Identification

C. Ferrari, S. Berretti, A. Del Bimbo

ICPR 2018


Memory Based Online Learning of Deep Representations From Video Streams

Federico Pernici, Federico Bartoli, Matteo Bruni, Alberto Del Bimbo

The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018, pp. 2324-2334


2018

Investigating nuisances in DCNN-based face recognition

C. Ferrari, G. Lisanti, S. Berretti, A. Del Bimbo

IEEE Transactions on Image Processing


Learning 3DMM Deformation Coefficients for Rendering Realistic Expression Images

C. Ferrari, S. Berretti, P. Pala, A. Del Bimbo

International Conference on Smart Multimedia


Deep Artwork Detection and Retrieval for Automatic Context Aware Audio Guides

L. Seidenari, C. Baecchi, T. Uricchio, A. Ferracani, M. Bertini, A. Del Bimbo

ACM Trans. Multimedia Comput. Commun. Appl., 2017


Compact Hash Codes for Efficient Visual Descriptors Retrieval in Large Scale Databases

S. Ercoli, M. Bertini, A. Del Bimbo

IEEE Transactions on Multimedia, 2017


Outdoor Object Recognition for Smart Audio Guides

Claudio Baecchi, Tiberio Uricchio, Lorenzo Seidenari, Alberto Del Bimbo

Proc. of ACM International Conference on Multimedia (MM)


Tracing images back to their social network of origin: a CNN-based approach

I. Amerini, T. Uricchio, R. Caldelli

Proc. of the IEEE Workshop on Information Forensics and Security, 2017


2017

Deep generative adversarial compression artifact removal

L. Galteri, L. Seidenari, M. Bertini, A. Del Bimbo

Proc. of International Conference on Computer Vision (ICCV), 2017


Publication Search