Gianluca Francini

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 21

Top Topics

Top Venues

Comput. Networks

Publications

Shuyang Li, Enrico Magli, Gianluca Francini, Giorgio Ghinamo
Deep learning based prediction of traffic peaks in mobile networks. Comput. Networks 240 (2024)
Shuyang Li, Enrico Magli, Gianluca Francini
Exploring Time Series Variability: A Training-Efficient Mobile Traffic Predictor. WCNC (2024)
Shuyang Li, Enrico Magli, Gianluca Francini
TDANet: An Efficient Solution For Short-Term Mobile Traffic Forecasting. VTC2023-Spring (2023)
Shuyang Li, Enrico Magli, Gianluca Francini
To be Conservative or to be Aggressive? A Risk-Adaptive Mixture of Experts for Mobile Traffic Forecasting. ICC (2023)
Shuyang Li, Gianluca Francini, Enrico Magli
Temporal dynamics clustering for analyzing cell behavior in mobile networks. Comput. Networks 223 (2023)
Andrea Migliorati, Attilio Fiandrotti, Gianluca Francini, Riccardo Leonardi
Learnable Descriptors for Visual Search. IEEE Trans. Image Process. 30 (2021)
Sina Ghassemi, Attilio Fiandrotti, Gianluca Francini, Enrico Magli
Learning and Adapting Robust Features for Satellite Image Segmentation on Heterogeneous Data Sets. IEEE Trans. Geosci. Remote. Sens. 57 (9) (2019)
Sina Ghassemi, Attilio Fiandrotti, Emanuele Caimotti, Gianluca Francini, Enrico Magli
Vehicle joint make and model recognition with multiscale attention windows. Signal Process. Image Commun. 72 (2019)
Andrea Migliorati, Attilio Fiandrotti, Gianluca Francini, Skjalg Lepsøy, Riccardo Leonardi
Feature Fusion for Robust Patch Matching With Compact Binary Descriptors. CoRR (2019)
Tomas Björklund, Attilio Fiandrotti, Mauro Annarumma, Gianluca Francini, Enrico Magli
Robust license plate recognition using neural networks trained on synthetic images. Pattern Recognit. 93 (2019)
Enzo Tartaglione, Skjalg Lepsøy, Attilio Fiandrotti, Gianluca Francini
Learning sparse neural networks via sensitivity-driven regularization. NeurIPS (2018)
Enzo Tartaglione, Skjalg Lepsøy, Attilio Fiandrotti, Gianluca Francini
Learning Sparse Neural Networks via Sensitivity-Driven Regularization. CoRR (2018)
Andrea Migliorati, Attilio Fiandrotti, Gianluca Francini, Skjalg Lepsøy, Riccardo Leonardi
Feature Fusion for Robust Patch Matching with Compact Binary Descriptors. MMSP (2018)
Sina Ghassemi, Constantin Sandu, Attilio Fiandrotti, Fabio Giulio Tonolo, Piero Boccardo, Gianluca Francini, Enrico Magli
Satellite Image Segmentation with Deep Residual Architectures for Time-Critical Applications. EUSIPCO (2018)
Gianpiero Cabodi, Alessandro Garbo, Carmelo Loiacono, Stefano Quer, Gianluca Francini
Efficient Complex High-Precision Computations on GPUs without Precision Loss. J. Circuits Syst. Comput. 26 (12) (2017)
Tomas Björklund, Attilio Fiandrotti, Mauro Annarumma, Gianluca Francini, Enrico Magli
Automatic license plate recognition with convolutional neural networks trained on synthetic data. MMSP (2017)
Sina Ghassemi, Attilio Fiandrotti, Enrico Magli, Gianluca Francini
Fine-grained vehicle classificationusing deep residual networks with multiscale attention windows. MMSP (2017)
Syed Tahir Hussain Rizvi, Denis Patti, Tomas Björklund, Gianpiero Cabodi, Gianluca Francini
Deep Classifiers-Based License Plate Detection, Localization and Recognition on GPU-Powered Mobile Platform. Future Internet 9 (4) (2017)
Syed Tahir Hussain Rizvi, Gianpiero Cabodi, Gianluca Francini
GPU-only unified ConvMM layer for neural classifiers. CoDIT (2017)
Syed Tahir Hussain Rizvi, Gianpiero Cabodi, Pedro P. B. de Gusmao, Gianluca Francini
Gabor filter based image representation for object classification. CoDIT (2016)
Pedro Porto Buarque de Gusmão, Gianluca Francini, Skjalg Lepsøy, Enrico Magli
Fast Training of Convolutional Neural Networks via Kernel Rescaling. CoRR (2016)
Pedro P. B. de Gusmao, Stefano Rosa, Enrico Magli, Skjalg Lepsøy, Gianluca Francini
Loop detection in robotic navigation using MPEG CDVS. MMSP (2015)
Alessandro Garbo, Carmelo Loiacono, Stefano Quer, Massimo Balestri, Gianluca Francini
CDVS feature selection on embedded systems. ICME Workshops (2015)
Luca Bertinetto, Massimo Balestri, Skjalg Lepsøy, Gianluca Francini, Enrico Magli, Miroslaw Bober
Telecom Italia at TRECVID2014 - Instance Search Task. TRECVID (2014)
Gianluca Francini, Skjalg Lepsøy, Massimo Balestri
Selection of local features for visual search. Signal Process. Image Commun. 28 (4) (2013)
Skjalg Lepsøy, Gianluca Francini, Giovanni Cordara, Pedro P. B. de Gusmao
Statistical modelling of outliers for fast visual search. ICME (2011)
Anna Carreras, Rubén Tous, Eva Rodríguez, Jaime Delgado, Giovanni Cordara, Gianluca Francini, Diego Gibellino
A MPEG-Based Architecture for Generic Distributed Multimedia Scenarios. J. Digit. Inf. Manag. 8 (1) (2010)
Fabrizio Antonelli, Gianluca Francini, Marina Geymonat, Skjalg Lepsøy
DynamicTV: a culture-aware recommender. RecSys (2009)
Rubén Tous, Anna Carreras, Jaime Delgado, Giovanni Cordara, Gianluca Francini, Enric Peig
An architecture for TV content distributed search and retrieval using the MPEG query format (MPQF). AMBI-SYS (2008)
Anna Carreras, Rubén Tous, Eva Rodríguez, Jaime Delgado, Giovanni Cordara, Gianluca Francini, Skjalg Lepsøy, Safak Dogan, Hemantha Kodikara Arachchi
Enriching Search and Retrieval of Multimedia Information with DRM Services and Context-Based Content Adaptation. DEXA Workshops (2008)
Claudio Lande, Gianluca Francini
An MPEG-4 Facial Animation System Driven by Synthetic Speech. MMM (1998)