Publications
Deep Universal Generative Adversarial Compression Artifact Removal
L. Galteri, L. Seidenari, M. Bertini, A. Del BimboTransactions on Multimedia
Extended YouTube Faces: a Dataset for Heterogeneous Open-Set Face Identification
C. Ferrari, S. Berretti, A. Del BimboICPR 2018
2018
Investigating nuisances in DCNN-based face recognition
C. Ferrari, G. Lisanti, S. Berretti, A. Del BimboIEEE Transactions on Image Processing
Learning 3DMM Deformation Coefficients for Rendering Realistic Expression Images
C. Ferrari, S. Berretti, P. Pala, A. Del BimboInternational Conference on Smart Multimedia
Semantic Road Layout Understanding by Generative Adversarial Inpainting
L. Berlincioni, F. Becattini, L. Galteri, L. Seidenari, A. Del BimboChapter 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 BimboMachine Vision and Applications, 2018
2017
Deep generative adversarial compression artifact removal
L. Galteri, L. Seidenari, M. Bertini, A. Del BimboProc. 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 BimboACM International Conference on Multimedia Retrieval, 2017
A Dictionary Learning Based 3D Morphable Shape Model
C. Ferrari, G. Lisanti, S. Berretti, A. Del BimboIEEE Transactions on Multimedia, 2017
2017
Spatio-Temporal Closed-Loop Object Detection
Leonardo Galteri, Lorenzo Seidenari, Marco Bertini, Alberto Del BimboIEEE transactions on Image Processing, 2017
Investigating Nuisance Factors in Face Recognition with DCNN Representation
Claudio Ferrari, Giuseppe Lisanti, Stefano Berretti, Alberto Del BimboIEEE 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 BimboPattern Recognition, 2017
Detecting adversarial example attacks to deep neural networks
F. Carrara, F. Falchi, R. Caldelli, G. Amato, R. Fumarola, R. BecarelliCBMI 2017
Am I Done? Predicting Action Progress in Videos
F. Becattini, T. Uricchio, L. Ballan, L. Seidenari, A. Del BimboArxiv 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. CaldelliICCST 2017
Spontaneous Expression Detection from 3D Dynamic Sequences by Analyzing Trajectories on Grassmann Manifolds
T. Alashkar, B. Ben Amor, M. Daoudi, Stefano BerrettiIEEE 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. CaldelliCVPRW on Media Forensics, to appear 2017.
Image Origin Classification based on Social Network Provenance
R. Caldelli, R. Becarelli, I. AmeriniIEEE 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 BimboPattern Recognition, vol.61, pp.222-233, January 2017
Indexing quantized ensembles of exemplar-SVMs with rejecting taxonomies
F. Becattini, L. Seidenari, A. Del BimboMultimedia Tools and Applications, 2017