Giuliano Grossi

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 37

Top Topics

Hopfield Networks

Protein Function Prediction

Face Recognition

Top Venues

ICIAP Workshops

Publications

Jacopo Burger, Giuseppe Facchi, Giuliano Grossi, Raffaella Lanzarotti, Federico Pedersini, Gianluca Tartaglia
Extrinsic Calibration of Multiple Depth Cameras for 3D Face Reconstruction. ICIAP (2) (2023)
Alessandro D'Amelio, Raffaella Lanzarotti, Sabrina Patania, Giuliano Grossi, Vittorio Cuculo, Andrea Valota, Giuseppe Boccignone
On Using rPPG Signals for DeepFake Detection: A Cautionary Note. ICIAP (2) (2023)
Giuseppe Boccignone, Alessandro D'Amelio, Omar Ghezzi, Giuliano Grossi, Raffaella Lanzarotti
An Evaluation of Non-Contact Photoplethysmography-Based Methods for Remote Respiratory Rate Estimation. Sensors 23 (7) (2023)
Giuseppe Boccignone, Sathya Bursic, Vittorio Cuculo, Alessandro D'Amelio, Giuliano Grossi, Raffaella Lanzarotti, Sabrina Patania
DeepFakes Have No Heart: A Simple rPPG-Based Method to Reveal Fake Videos. ICIAP (2) (2022)
Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo, Alessandro D'Amelio, Giuliano Grossi, Raffaella Lanzarotti, Edoardo Mortara
pyVHR: a Python framework for remote photoplethysmography. PeerJ Comput. Sci. 8 (2022)
Francesca Odone, Giuliano Grossi, Raffaella Lanzarotti, Henry Medeiros, Nicoletta Noceti
Guest Editorial Assistive Computing Technologies for Human Well-Being. IEEE Trans. Emerg. Top. Comput. 9 (3) (2021)
Donatello Conte, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin, Alessandro Petrini
Analysis of a parallel MCMC algorithm for graph coloring with nearly uniform balancing. Pattern Recognit. Lett. 149 (2021)
Giuliano Grossi, Pietro Paglierani, Federico Pedersini, Alessandro Petrini
Enhanced multicore-manycore interaction in high-performance video encoding. J. Real Time Image Process. 17 (4) (2020)
Sathya Bursic, Alessandro D'Amelio, Marco Granato, Giuliano Grossi, Raffaella Lanzarotti
A Quantitative Evaluation Framework of Video De-Identification Methods. ICPR (2020)
Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo, Alessandro D'Amelio, Giuliano Grossi, Raffaella Lanzarotti
An Open Framework for Remote-PPG Methods and Their Assessment. IEEE Access 8 (2020)
Giuseppe Boccignone, Vittorio Cuculo, Alessandro D'Amelio, Giuliano Grossi, Raffaella Lanzarotti
On Gaze Deployment to Audio-Visual Cues of Social Interactions. IEEE Access 8 (2020)
Giuseppe Boccignone, Claudio de'Sperati, Marco Granato, Giuliano Grossi, Raffaella Lanzarotti, Nicoletta Noceti, Francesca Odone
Stairway to Elders: Bridging Space, Time and Emotions in Their Social Environment for Wellbeing. ICPRAM (2020)
Giuliano Grossi, Raffaella Lanzarotti, Paolo Napoletano, Nicoletta Noceti, Francesca Odone
Positive technology for elderly well-being: A review. Pattern Recognit. Lett. 137 (2020)
Vittorio Cuculo, Alessandro D'Amelio, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin
Robust Single-Sample Face Recognition by Sparsity-Driven Sub-Dictionary Learning Using Deep Features. Sensors 19 (1) (2019)
Marco Frasca, Giuliano Grossi, Giorgio Valentini
Multitask Hopfield Networks. CoRR (2019)
Vittorio Cuculo, Alessandro D'Amelio, Giuliano Grossi, Raffaella Lanzarotti
Worldly Eyes on Video: Learnt vs. Reactive Deployment of Attention to Dynamic Stimuli. ICIAP (1) (2019)
Donatello Conte, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin, Alessandro Petrini
A Parallel MCMC Algorithm for the Balanced Graph Coloring Problem. GbRPR (2019)
Paolo Perlasca, Marco Frasca, Cheick Tidiane Ba, Marco Notaro, Alessandro Petrini, Elena Casiraghi, Giuliano Grossi, Jessica Gliozzo, Giorgio Valentini, Marco Mesiti
UNIPred-Web: a web tool for the integration and visualization of biomolecular networks for protein function prediction. BMC Bioinform. 20 (1) (2019)
Marco Frasca, Giuliano Grossi, Giorgio Valentini
Multitask Hopfield Networks. ECML/PKDD (2) (2019)
Giuseppe Boccignone, Donatello Conte, Vittorio Cuculo, Alessandro D'Amelio, Giuliano Grossi, Raffaella Lanzarotti
Deep Construction of an Affective Latent Space via Multimodal Enactment. IEEE Trans. Cogn. Dev. Syst. 10 (4) (2018)
Marco Frasca, Giuliano Grossi, Jessica Gliozzo, Marco Mesiti, Marco Notaro, Paolo Perlasca, Alessandro Petrini, Giorgio Valentini
A GPU-based algorithm for fast node label learning in large and unbalanced biomolecular networks. BMC Bioinform. (10) (2018)
Matteo Bodini, Alessandro D'Amelio, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin
Single Sample Face Recognition by Sparse Recovery of Deep-Learned LDA Features. ACIVS (2018)
Marco Frasca, Maryam Sepehri, Alessandro Petrini, Giuliano Grossi, Giorgio Valentini
Committee-Based Active Learning to Select Negative Examples for Predicting Protein Functions. CIBB (2018)
Giuseppe Boccignone, Vittorio Cuculo, Alessandro D'Amelio, Giuliano Grossi, Raffaella Lanzarotti
Give Ear to My Face: Modelling Multimodal Attention to Social Interactions. ECCV Workshops (2) (2018)
Giuseppe Boccignone, Matteo Bodini, Vittorio Cuculo, Giuliano Grossi
Predictive Sampling of Facial Expression Dynamics Driven by a Latent Action Space. SITIS (2018)
Cheick Tidiane Ba, Elena Casiraghi, Marco Frasca, Jessica Gliozzo, Giuliano Grossi, Marco Mesiti, Marco Notaro, Paolo Perlasca, Alessandro Petrini, Matteo Re, Giorgio Valentini
A Graphical Tool for the Exploration and Visual Analysis of Biomolecular Networks. CIBB (2018)
Alessandro Adamo, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin
Sparse decomposition by iterating Lipschitzian-type mappings. Theor. Comput. Sci. 664 (2017)
Giuseppe Boccignone, Vittorio Cuculo, Giuliano Grossi, Raffaella Lanzarotti, Raffaella Migliaccio
Virtual EMG via Facial Video Analysis. ICIAP (1) (2017)
Claudio Ceruti, Vittorio Cuculo, Alessandro D'Amelio, Giuliano Grossi, Raffaella Lanzarotti
Taking the Hidden Route: Deep Mapping of Affect via 3D Neural Networks. ICIAP Workshops (2017)
Alessandro D'Amelio, Vittorio Cuculo, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin
A Note on Modelling a Somatic Motor Space for Affective Facial Expressions. ICIAP Workshops (2017)
Pietro Paglierani, Giuliano Grossi, Federico Pedersini, Alessandro Petrini
GPU-based VP8 encoding: Performance in native and virtualized environments. TEMU (2016)
Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin
Robust Face Recognition Providing the Identity and Its Reliability Degree Combining Sparse Representation and Multiple Features. Int. J. Pattern Recognit. Artif. Intell. 30 (10) (2016)
P. Comi, Paolo Secondo Crosta, M. Beccari, Pietro Paglierani, Giuliano Grossi, Federico Pedersini, Alessandro Petrini
Hardware-accelerated high-resolution video coding in Virtual Network Functions. EuCNC (2016)
Alessandro Adamo, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin
ECG compression retaining the best natural basis k-coefficients via sparse decomposition. Biomed. Signal Process. Control. 15 (2015)
Alessandro Adamo, Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin
Robust face recognition using sparse representation in LDA space. Mach. Vis. Appl. 26 (6) (2015)
Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin
A Selection Module for Large-Scale Face Recognition Systems. ICIAP (2) (2015)
Giuliano Grossi, Raffaella Lanzarotti, Jianyi Lin
High-rate compression of ECG signals by an accuracy-driven sparsity model relying on natural basis. Digit. Signal Process. 45 (2015)
Alessandro Adamo, Giuliano Grossi, Raffaella Lanzarotti
Local features and sparse representation for face recognition with partial occlusions. ICIP (2013)
Alessandro Adamo, Giuliano Grossi, Raffaella Lanzarotti
Face Recognition in Uncontrolled Conditions Using Sparse Representation and Local Features. ICIAP (2) (2013)
Alessandro Adamo, Giuliano Grossi, Raffaella Lanzarotti
Sparse Representation Based Classification for Face Recognition by k-LiMapS Algorithm. ICISP (2012)
Alessandro Adamo, Giuliano Grossi
A fixed-point iterative schema for error minimization in k-sparse decomposition. ISSPIT (2011)
Alessandro Adamo, Giuliano Grossi
Sparsity recovery by iterative orthogonal projections of nonlinear mappings. ISSPIT (2011)
Alberto Bertoni, Marco Frasca, Giuliano Grossi, Giorgio Valentini
Learning functional linkage networks with a cost-sensitive approach. WIRN (2010)
Alessandro Adamo, Giuliano Grossi
Random Pruning of Blockwise Stationary Mixtures for Online BSS. LVA/ICA (2010)
Alessandro Adamo, Giuliano Grossi, Federico Pedersini
Trade-off between hops and delays in hub-based forwarding in DTNs. Wireless Days (2010)
Giuliano Grossi, Federico Pedersini
Hub-betweenness analysis in delay tolerant networks inferred by real traces. WiOpt (2010)
Giuliano Grossi
Adaptiveness in Monotone Pseudo-Boolean Optimization and Stochastic Neural Computation. Int. J. Neural Syst. 19 (4) (2009)
Giuliano Grossi, Massimo Marchi, Enrico Pontelli, Alessandro Provetti
Experimental Analysis of Graph-based Answer Set Computation over Parallel and Distributed Architectures. J. Log. Comput. 19 (4) (2009)
Sabrina Gaito, Giuliano Grossi, Federico Pedersini
A two-level social mobility model for trace generation. MobiHoc (2008)
Giuliano Grossi, Federico Pedersini
FPGA implementation of a stochastic neural network for monotonic pseudo-Boolean optimization. Neural Networks 21 (6) (2008)
Sabrina Gaito, Giuliano Grossi, Federico Pedersini, Gian Paolo Rossi
Experimental validation of a 2-level social mobility model in opportunistic networks. Wireless Days (2008)
Sabrina Gaito, Giuliano Grossi
Speeding Up FastICA by Mixture Random Pruning. ICA (2007)
Giuliano Grossi, Federico Pedersini
FPGA Implementation of an Adaptive Stochastic Neural Model. ICANN (1) (2007)
Giuliano Grossi
A Discrete Adaptive Stochastic Neural Model for Constrained Optimization. ICANN (1) (2006)
Giuliano Grossi, Massimo Marchi, Roberto Posenato
Solving maximum independent set by asynchronous distributed hopfield-type neural networks. RAIRO Theor. Informatics Appl. 40 (2) (2006)
Giuliano Grossi, Massimo Marchi
A New Algorithm for Answer Set Computation. Answer Set Programming (2005)
Alberto Bertoni, Paola Campadelli, Giuliano Grossi
A Neural Algorithm for the Maximum Clique Problem: Analysis, Experiments, and Circuit Implementation. Algorithmica 33 (1) (2002)
Giuliano Grossi, Roberto Posenato
A Distributed Algorithm for Max Independent Set Problem Based on Hopfield Networks. WIRN (2002)
Alberto Bertoni, Paola Campadelli, Giuliano Grossi
Solving Min Vertex Cover with Iterated Hopfield Networks. WIRN (2001)
Alberto Bertoni, Paola Campadelli, Giuliano Grossi
An approximation algorithm for the maximum cut problem and its experimental analysis. Discret. Appl. Math. 110 (1) (2001)
Alberto Bertoni, Giuliano Grossi, Alessandro Provetti, Vladik Kreinovich, Luis Tari
The Prospect for Answer Sets Computation by a Genetic Model. Answer Set Programming (2001)
Alberto Bertoni, Paola Campadelli, Marco Carpentieri, Giuliano Grossi
A Genetic Model: Analysis and Application to MAXSAT. Evol. Comput. 8 (3) (2000)
Alberto Bertoni, Paola Campadelli, Marco Carpentieri, Giuliano Grossi
Analysis of a Genetic Model. ICGA (1997)
Maria Alberta Alberti, Alberto Bertoni, Paola Campadelli, Giuliano Grossi, Roberto Posenato
A Neural Algorithm for MAX-2SAT: Performance Analysis and Circuit Implementation. Neural Networks 10 (3) (1997)
Alberto Bertoni, Paola Campadelli, Giuliano Grossi
A Discrete Neural Algorithm for the Maximum Clique Problem: Analysis and Circuit Implementation. WAE (1997)
Alberto Bertoni, Paola Campadelli, Marco Carpentieri, Giuliano Grossi
A Genetic Model and the Hopfield Networks. ICANN (1996)
Maria Alberta Alberti, Alberto Bertoni, Paola Campadelli, Giuliano Grossi, Roberto Posenato
A neural circuit for the maximum 2-satisfiability problem. PDP (1995)