Publications

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


Deep Artwork Detection and Retrieval for Automatic Context Aware Audio Guides

L. Seidenari, C. Baecchi, T. Uricchio, A. Ferracani, M. Bertini, A. Del Bimbo

ACM Trans. Multimedia Comput. Commun. Appl., 2017


Compact Hash Codes for Efficient Visual Descriptors Retrieval in Large Scale Databases

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

IEEE Transactions on Multimedia, 2017


Tracing images back to their social network of origin: a CNN-based approach

I. Amerini, T. Uricchio, R. Caldelli

Proc. 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 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


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