Publications
Automatic Image Annotation via Label Transfer in the Semantic Space
T. Uricchio, L. Ballan, L. Seidenari, A. Del BimboPattern Recognition, 2017
Deep Artwork Detection and Retrieval for Automatic Context Aware Audio Guides
L. Seidenari, C. Baecchi, T. Uricchio, A. Ferracani, M. Bertini, A. Del BimboACM Trans. Multimedia Comput. Commun. Appl., 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
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
Am I Done? Predicting Action Progress in Videos
F. Becattini, T. Uricchio, L. Ballan, L. Seidenari, A. Del BimboArxiv Pre-Print, 2017
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.
Indexing quantized ensembles of exemplar-SVMs with rejecting taxonomies
F. Becattini, L. Seidenari, A. Del BimboMultimedia Tools and Applications, 2017
Efficient and compact visual feature descriptors hashing using hierarchical multiple assignment k-means
S. Ercoli, M. Bertini, A. Del BimboProc. of IEEE International Conference on Multimedia & Expo Workshops(ICMEW), 2017
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 BimboProc. of IEEE International Conference on Computer Vision workshops (ICCV), 2017
Compact Hash Codes for Efficient Visual Descriptors Retrieval in Large Scale Databases
S. Ercoli, M. Bertini, A. Del BimboIEEE Transactions on Multimedia, 2017
Tracing images back to their social network of origin: a CNN-based approach
I. Amerini, T. Uricchio, R. CaldelliProc. 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 BimboProc. of International Conference on Computer Vision (ICCV), 2017
A Dictionary Learning Based 3D Morphable Shape Model
C. Ferrari, G. Lisanti, S. Berretti, A. Del BimboIEEE Transactions on Multimedia, 2017
Detecting adversarial example attacks to deep neural networks
F. Carrara, F. Falchi, R. Caldelli, G. Amato, R. Fumarola, R. BecarelliCBMI 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
Image Origin Classification based on Social Network Provenance
R. Caldelli, R. Becarelli, I. AmeriniIEEE Transactions on Information Forensics & Security, 2017
Dealing with video source identification in social networks
I. Amerini, R. Caldelli, A. Del Mastio, A. Di Fuccia, C. Molinari, A. P. RizzoSignal Processing: Image Communication, 2017
Smartphone Fingerprinting Combining Features of On-Board Sensors
I. Amerini, R. Becarelli, R. Caldelli, A. Melani, M. NiccolaiIEEE Transactions on Information Forensics and Security, 2017
Outdoor Object Recognition for Smart Audio Guides
Claudio Baecchi, Tiberio Uricchio, Lorenzo Seidenari, Alberto Del BimboProc. of ACM International Conference on Multimedia (MM)
Personalized multimedia content delivery on an interactive table by passive observation of museum visitors
Svebor Karaman, Andrew D. Bagdanov, Lea Landucci, Gianpaolo D'Amico, Andrea Ferracani, Daniele Pezzatini, Alberto Del BimboMultimedia Tools and Applications, 2016