Publications

Self-supervised on-line cumulative learning from video streams

Federico Pernici, Matteo Bruni, Alberto Del Bimbo

Computer Vision and Image Understanding (CVIU)


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


Learning 3DMM Deformation Coefficients for Rendering Realistic Expression Images

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

International Conference on Smart Multimedia


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


2017

A Multi-Camera Image Processing and Visualization System for Train Safety Assessment

G. Lisanti, Svebor Karaman, Daniele Pezzatini, A. Del Bimbo

Multimedia Tools and Applications (MTAP), 2017 (to appear)


Efficient and compact visual feature descriptors hashing using hierarchical multiple assignment k-means

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

Proc. of IEEE International Conference on Multimedia & Expo Workshops(ICMEW), 2017


Smartphone Fingerprinting Combining Features of On-Board Sensors

I. Amerini, R. Becarelli, R. Caldelli, A. Melani, M. Niccolai

IEEE Transactions on Information Forensics and Security, 2017


Multi Channel-Kernel Canonical Correlation Analysis for Cross-View Person Re-Identification

G. Lisanti, Svebor Karaman, Iacopo Masi

ACM Transactions on Multimedia Computing, Communications, and Applications, 2017 (to appear)


Reading text in the wild from compressed images

L. Galteri, D. Bazazian, L. Seidenari, M. Bertini, A. D. Bagdanov, A. Nicolau, D. Karatzas, A. Del Bimbo

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


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)


Publication Search