Gianluca Francini

According to our database, Gianluca Francini authored at least 29 papers between 1998 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Deep learning based prediction of traffic peaks in mobile networks.

Shuyang Li, Enrico Magli, Gianluca Francini, Giorgio Ghinamo

Comput. Networks, 2024

Exploring Time Series Variability: A Training-Efficient Mobile Traffic Predictor.

Shuyang Li, Enrico Magli, Gianluca Francini

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

2023

Temporal dynamics clustering for analyzing cell behavior in mobile networks.

Shuyang Li, Gianluca Francini, Enrico Magli

Comput. Networks, March, 2023

TDANet: An Efficient Solution For Short-Term Mobile Traffic Forecasting.

Shuyang Li, Enrico Magli, Gianluca Francini

Proceedings of the 97th IEEE Vehicular Technology Conference, 2023

To be Conservative or to be Aggressive? A Risk-Adaptive Mixture of Experts for Mobile Traffic Forecasting.

Shuyang Li, Enrico Magli, Gianluca Francini

Proceedings of the IEEE International Conference on Communications, 2023

2021

Learnable Descriptors for Visual Search.

Andrea Migliorati, Attilio Fiandrotti, Gianluca Francini, Riccardo Leonardi

IEEE Trans. Image Process., 2021

2019

Learning and Adapting Robust Features for Satellite Image Segmentation on Heterogeneous Data Sets.

Sina Ghassemi, Attilio Fiandrotti, Gianluca Francini, Enrico Magli

IEEE Trans. Geosci. Remote. Sens., 2019

Vehicle joint make and model recognition with multiscale attention windows.

Sina Ghassemi, Attilio Fiandrotti, Emanuele Caimotti, Gianluca Francini, Enrico Magli

Signal Process. Image Commun., 2019

Robust license plate recognition using neural networks trained on synthetic images.

Tomas Björklund, Attilio Fiandrotti, Mauro Annarumma, Gianluca Francini, Enrico Magli

Pattern Recognit., 2019

2018

Learning sparse neural networks via sensitivity-driven regularization.

Enzo Tartaglione, Skjalg Lepsøy, Attilio Fiandrotti, Gianluca Francini

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Feature Fusion for Robust Patch Matching with Compact Binary Descriptors.

Andrea Migliorati, Attilio Fiandrotti, Gianluca Francini, Skjalg Lepsøy, Riccardo Leonardi

Proceedings of the 20th IEEE International Workshop on Multimedia Signal Processing, 2018

Satellite Image Segmentation with Deep Residual Architectures for Time-Critical Applications.

Sina Ghassemi, Constantin Sandu, Attilio Fiandrotti, Fabio Giulio Tonolo, Piero Boccardo, Gianluca Francini, Enrico Magli

Proceedings of the 26th European Signal Processing Conference, 2018

2017

Efficient Complex High-Precision Computations on GPUs without Precision Loss.

Gianpiero Cabodi, Alessandro Garbo, Carmelo Loiacono, Stefano Quer, Gianluca Francini

J. Circuits Syst. Comput., 2017

Deep Classifiers-Based License Plate Detection, Localization and Recognition on GPU-Powered Mobile Platform.

Syed Tahir Hussain Rizvi, Denis Patti, Tomas Björklund, Gianpiero Cabodi, Gianluca Francini

Future Internet, 2017

Fine-grained vehicle classificationusing deep residual networks with multiscale attention windows.

Sina Ghassemi, Attilio Fiandrotti, Enrico Magli, Gianluca Francini

Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

Automatic license plate recognition with convolutional neural networks trained on synthetic data.

Tomas Björklund, Attilio Fiandrotti, Mauro Annarumma, Gianluca Francini, Enrico Magli

Proceedings of the 19th IEEE International Workshop on Multimedia Signal Processing, 2017

GPU-only unified ConvMM layer for neural classifiers.

Syed Tahir Hussain Rizvi, Gianpiero Cabodi, Gianluca Francini

Proceedings of the 4th International Conference on Control, 2017

2016

Fast Training of Convolutional Neural Networks via Kernel Rescaling.

Pedro Porto Buarque de Gusmão, Gianluca Francini, Skjalg Lepsøy, Enrico Magli

CoRR, 2016

Gabor filter based image representation for object classification.

Syed Tahir Hussain Rizvi, Gianpiero Cabodi, Pedro P. B. de Gusmao, Gianluca Francini

Proceedings of the International Conference on Control, 2016

2015

Loop detection in robotic navigation using MPEG CDVS.

Pedro P. B. de Gusmao, Stefano Rosa, Enrico Magli, Skjalg Lepsøy, Gianluca Francini

Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

CDVS feature selection on embedded systems.

Alessandro Garbo, Carmelo Loiacono, Stefano Quer, Massimo Balestri, Gianluca Francini

Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

2014

Telecom Italia at TRECVID2014 - Instance Search Task.

Luca Bertinetto, Massimo Balestri, Skjalg Lepsøy, Gianluca Francini, Enrico Magli, Miroslaw Bober

Proceedings of the 2014 TREC Video Retrieval Evaluation, 2014

2013

Selection of local features for visual search.

Gianluca Francini, Skjalg Lepsøy, Massimo Balestri

Signal Process. Image Commun., 2013

2011

Statistical modelling of outliers for fast visual search.

Skjalg Lepsøy, Gianluca Francini, Giovanni Cordara, Pedro P. B. de Gusmao

Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011

2010

A MPEG-Based Architecture for Generic Distributed Multimedia Scenarios.

Anna Carreras, Rubén Tous, Eva Rodríguez, Jaime Delgado, Giovanni Cordara, Gianluca Francini, Diego Gibellino

J. Digit. Inf. Manag., 2010

2009

DynamicTV: a culture-aware recommender.

Fabrizio Antonelli, Gianluca Francini, Marina Geymonat, Skjalg Lepsøy

Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

2008

Enriching Search and Retrieval of Multimedia Information with DRM Services and Context-Based Content Adaptation.

Anna Carreras, Rubén Tous, Eva Rodríguez, Jaime Delgado, Giovanni Cordara, Gianluca Francini, Skjalg Lepsøy, Safak Dogan, Hemantha Kodikara Arachchi

Proceedings of the 19th International Workshop on Database and Expert Systems Applications (DEXA 2008), 2008

An architecture for TV content distributed search and retrieval using the MPEG query format (MPQF).

Rubén Tous, Anna Carreras, Jaime Delgado, Giovanni Cordara, Gianluca Francini, Enric Peig

Proceedings of the 1st International ICST Conference on Ambient Media and Systems, 2008

1998

An MPEG-4 Facial Animation System Driven by Synthetic Speech.

Claudio Lande, Gianluca Francini

Proceedings of the 1998 MultiMedia Modeling (MMM '98), 1998