Publications

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


2017

A Multi-Camera Image Processing and Visualization System for Train Safety Assessment

G. Lisanti, Svebor Karaman, Daniele Pezzatini, A. Del Bimbo

Multimedia Tools and Applications (MTAP), 2017 (to appear)


Efficient and compact visual feature descriptors hashing using hierarchical multiple assignment k-means

S. Ercoli, M. Bertini, A. Del Bimbo

Proc. of IEEE International Conference on Multimedia & Expo Workshops(ICMEW), 2017


Smartphone Fingerprinting Combining Features of On-Board Sensors

I. Amerini, R. Becarelli, R. Caldelli, A. Melani, M. Niccolai

IEEE Transactions on Information Forensics and Security, 2017


Multi Channel-Kernel Canonical Correlation Analysis for Cross-View Person Re-Identification

G. Lisanti, Svebor Karaman, Iacopo Masi

ACM Transactions on Multimedia Computing, Communications, and Applications, 2017 (to appear)


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 Bimbo

Proc. of IEEE International Conference on Computer Vision workshops (ICCV), 2017


Media trustworthiness verification and event assessment through an integrated framework: a case-study

Irene Amerini, Rudy Becarelli, Roberto Caldelli, F.Brancati, G.Giunta, M. L.Itria

Multimedia Tools and Applications, 2016


Boosting 3D LBP-based Face Recognition by Fusing Shape and Texture Descriptors on the Mesh

N. Werghi, C. Tortorici, Stefano Berretti, Alberto Del Bimbo

IEEE Transactions on Information Forensics and Security, 2016


Web video popularity prediction using sentiment and content visual features.

G. Fontanini, M. Bertini, A. Del Bimbo

Proc. of ACM International Conference on Multimedia Retrieval (ICMR), 2016


Robust smartphone fingerprint by mixing device sensors features for mobile strong authentication

Irene Amerini, Roberto Caldelli, Matteo Casini, P.Bestagini, L.Bondi, S.Tubaro

Electronic Imaging, 2016


Long Term Person Re-Identification from Depth Cameras using Facial and Skeleton Data

E. Bondi, Stefano Berretti, Pietro Pala, Lorenzo Seidenari, Alberto Del Bimbo

International Conference on Pattern Recognition, 2016


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 Bimbo

Multimedia Tools and Applications, 2016


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