Increasing Video Perceptual Quality with GANs and Semantic Coding
Abstract
Leonardo Galteri, Marco Bertini, Lorenzo Seidenari, Tiberio Uricchio, Alberto Del Bimbo ACM Multimedia 2020 (ACMMM)
Related Publications
MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction
Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del BimboInt'l Conference on Computer Vision and Pattern Recognition (CVPR)
Multiple Trajectory Prediction of Moving Agents with Memory Augmented Networks
Francesco Marchetti, Federico Becattini, Lorenzo Seidenari, Alberto Del BimboIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
Self-supervised on-line cumulative learning from video streams
Federico Pernici, Matteo Bruni, Alberto Del BimboComputer Vision and Image Understanding (CVIU)
Learning 3DMM Deformation Coefficients for Rendering Realistic Expression Images
C. Ferrari, S. Berretti, P. Pala, A. Del BimboInternational Conference on Smart Multimedia
2018
Investigating nuisances in DCNN-based face recognition
C. Ferrari, G. Lisanti, S. Berretti, A. Del BimboIEEE Transactions on Image Processing
Extended YouTube Faces: a Dataset for Heterogeneous Open-Set Face Identification
C. Ferrari, S. Berretti, A. Del BimboICPR 2018
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"
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
A Dictionary Learning Based 3D Morphable Shape Model
C. Ferrari, G. Lisanti, S. Berretti, A. Del BimboIEEE Transactions on Multimedia, 2017
Indexing quantized ensembles of exemplar-SVMs with rejecting taxonomies
F. Becattini, L. Seidenari, A. Del BimboMultimedia Tools and Applications, 2017
Am I Done? Predicting Action Progress in Videos
F. Becattini, T. Uricchio, L. Ballan, L. Seidenari, A. Del BimboArxiv Pre-Print, 2017
Automatic Image Annotation via Label Transfer in the Semantic Space
T. Uricchio, L. Ballan, L. Seidenari, A. Del BimboPattern Recognition, 2017
2017
A Multi-Camera Image Processing and Visualization System for Train Safety Assessment
G. Lisanti, Svebor Karaman, Daniele Pezzatini, A. Del BimboMultimedia Tools and Applications (MTAP), 2017 (to appear)
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
Related Projects
Artifact Removal
image transformation approach based on a feed-forward fully convolutional residual network model