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

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

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

ICPR 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"

Real-Time Demographic Profiling from Face Imagery with Fisher Vectors

Lorenzo Seidenari, Alessandro Rozza, Alberto Del Bimbo

Machine Vision and Applications, 2018

A Dictionary Learning Based 3D Morphable Shape Model

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

IEEE Transactions on Multimedia, 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

Spontaneous Expression Detection from 3D Dynamic Sequences by Analyzing Trajectories on Grassmann Manifolds

T. Alashkar, B. Ben Amor, M. Daoudi, Stefano Berretti

IEEE Transactions on Affective Computing , 2017 (to appear)

Localization of JPEG double compression through multi-domain convolutional neural networks

I. Amerini, T. Uricchio, L. Ballan, R. Caldelli

CVPRW on Media Forensics, to appear 2017.

Image Origin Classification based on Social Network Provenance

R. Caldelli, R. Becarelli, I. Amerini

IEEE Transactions on Information Forensics & Security, 2017

Motion Segment Decomposition of RGB-D Sequences for Human Behavior Understanding

M. Devanne, Stefano Berretti, Pietro Pala, H. Wannous, M. Daoudi, Alberto Del Bimbo

Pattern Recognition, vol.61, pp.222-233, January 2017

Indexing quantized ensembles of exemplar-SVMs with rejecting taxonomies

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

Multimedia Tools and Applications, 2017

Dealing with video source identification in social networks

I. Amerini, R. Caldelli, A. Del Mastio, A. Di Fuccia, C. Molinari, A. P. Rizzo

Signal Processing: Image Communication, 2017

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