Publications

Deep Universal Generative Adversarial Compression Artifact Removal

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

Transactions on Multimedia


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"


Real-Time Demographic Profiling from Face Imagery with Fisher Vectors

Lorenzo Seidenari, Alessandro Rozza, Alberto Del Bimbo

Machine Vision and Applications, 2018


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


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


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