Publications

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 รจ il primo Convegno Nazionale CINI sull'Intelligenza Artificiale


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


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


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"


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


Deep Sentiment Features of Context and Faces for Affective Video Analysis

C. Baecchi, T. Uricchio, M. Bertini, A. Del Bimbo

ACM International Conference on Multimedia Retrieval, 2017


A Dictionary Learning Based 3D Morphable Shape Model

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

IEEE Transactions on Multimedia, 2017


2017

Spatio-Temporal Closed-Loop Object Detection

Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del Bimbo

IEEE transactions on Image Processing, 2017


Investigating Nuisance Factors in Face Recognition with DCNN Representation

Claudio Ferrari, Giuseppe Lisanti, Stefano Berretti, Alberto Del Bimbo

IEEE Computer Society Workshop on Biometrics in conjunction with the International Conference on Computer Vision and Pattern Recognition (CVPR), 2017


Automatic Image Annotation via Label Transfer in the Semantic Space

T. Uricchio, L. Ballan, L. Seidenari, A. Del Bimbo

Pattern Recognition, 2017


Detecting adversarial example attacks to deep neural networks

F. Carrara, F. Falchi, R. Caldelli, G. Amato, R. Fumarola, R. Becarelli

CBMI 2017


Am I Done? Predicting Action Progress in Videos

F. Becattini, T. Uricchio, L. Ballan, L. Seidenari, A. Del Bimbo

Arxiv Pre-Print, 2017


The identification of mobile phones through the fingerprints of their built-in magnetometer: an analysis of the portability of the fingerprints

G. Baldini, I. Amerini, G. Steri, R. Caldelli

ICCST 2017


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