Giorgio Picci

Publication Activity (10 Years)

Years Active: 1979-2023
Publications (10 Years): 19

Top Topics

Stochastic Models

Factor Analysis

Matrix Factorization

Top Venues

IEEE Trans. Autom. Control.

Publications

Giorgio Picci, Lucia Falconi, Augusto Ferrante, Mattia Zorzi
Hidden factor estimation in Dynamic Generalized Factor Analysis models. Autom. 149 (2023)
Giorgio Picci
Periodic vector processes with an internal Reciprocal Dynamics. Syst. Control. Lett. 174 (2023)
Wenqi Cao, Giorgio Picci, Anders Lindquist
Identification of low rank vector processes. Autom. 151 (2023)
Wenqi Cao, Anders Lindquist, Giorgio Picci
Modeling of Low Rank Time Series. IEEE Trans. Autom. Control. 68 (12) (2023)
Giorgio Picci, Lucia Falconi, Augusto Ferrante, Mattia Zorzi
Hidden Factor estimation in Dynamic Generalized Factor Analysis Models. CoRR (2022)
Augusto Ferrante, Giorgio Picci
Comments on "Representation and Factorization of Discrete-Time Rational All-Pass Functions". IEEE Trans. Autom. Control. 67 (8) (2022)
Giorgio Picci, Bin Zhu
Empirical Bayes identification of stationary processes and approximation of Toeplitz spectra. Autom. 142 (2022)
Wenqi Cao, Giorgio Picci, Anders Lindquist
Identification of Low Rank Vector Processes. CoRR (2021)
Wenqi Cao, Anders Lindquist, Giorgio Picci
Modeling of Low Rank Time Series. CoRR (2021)
Wenqi Cao, Anders Lindquist, Giorgio Picci
Spectral Rank, Feedback, Causality and the Indirect Method for CARMA Identification. CDC (2020)
Wenqi Cao, Anders Lindquist, Giorgio Picci
Spectral Rank, Feedback, Causality and the Indirect Method for CARMA Identification. CoRR (2020)
Giorgio Picci, Wenqi Cao, Anders Lindquist
Modeling and Identification of Low Rank Vector Processes. CoRR (2020)
Augusto Ferrante, Giorgio Picci
On the State Space and Dynamics Selection in Linear Stochastic Models: A Spectral Factorization Approach. IEEE Trans. Autom. Control. 64 (6) (2019)
Giorgio Picci, Bin Zhu
Bayesian Frequency Estimation. ECC (2019)
Augusto Ferrante, Giorgio Picci
On the state space and dynamics selection in linear stochastic models: a spectral factorization approach. CoRR (2018)
Giorgio Picci, Bin Zhu
Approximation of Vector Processes by Covariance Matching With Applications to Smoothing. IEEE Control. Syst. Lett. 1 (1) (2017)
Bin Zhu, Giorgio Picci
Proof of Local Convergence of a New Algorithm for Covariance Matching of Periodic ARMA Models. IEEE Control. Syst. Lett. 1 (1) (2017)
Augusto Ferrante, Giorgio Picci
Representation and Factorization of Discrete-Time Rational All-Pass Functions. IEEE Trans. Autom. Control. 62 (7) (2017)
Giulio Bottegal, Giorgio Picci
Modeling Complex Systems by Generalized Factor Analysis. IEEE Trans. Autom. Control. 60 (3) (2015)
Mattia Bruschetta, Giorgio Picci, Alessandro Saccon
A variational integrators approach to second order modeling and identification of linear mechanical systems. Autom. 50 (3) (2014)
Giulio Bottegal, Giorgio Picci
Flocking and Generalized Factor Analysis CoRR (2013)
Giulio Bottegal, Giorgio Picci
Modeling random flocks through Generalized Factor Analysis. ECC (2013)
Anders Lindquist, Chiara Masiero, Giorgio Picci
On the multivariate circulant rational covariance extension problem. CDC (2013)
Anders Lindquist, Giorgio Picci
The Circulant Rational Covariance Extension Problem: The Complete Solution. IEEE Trans. Autom. Control. 58 (11) (2013)
Francesca Parise, Giorgio Picci
System identification for tide prediction in the Venetian lagoon. ECC (2013)
Martina Favaro, Giorgio Picci
Consistency of subspace methods for signals with almost-periodic components. Autom. 48 (3) (2012)
Giulio Bottegal, Giorgio Picci
A note on generalized factor analysis models. CDC/ECC (2011)
Francesca P. Carli, Augusto Ferrante, Michele Pavon, Giorgio Picci
An efficient algorithm for dempster's completion of block-circulant covariance matrices. CDC/ECC (2011)
Francesca P. Carli, Augusto Ferrante, Michele Pavon, Giorgio Picci
An Efficient Algorithm for Maximum-Entropy Extension of Block-Circulant Covariance Matrices CoRR (2011)
Francesca P. Carli, Augusto Ferrante, Michele Pavon, Giorgio Picci
A Maximum Entropy Solution of the Covariance Extension Problem for Reciprocal Processes. IEEE Trans. Autom. Control. 56 (9) (2011)
Francesca P. Carli, Augusto Ferrante, Michele Pavon, Giorgio Picci
A Maximum Entropy solution of the Covariance Extension Problem for Reciprocal Processes CoRR (2011)
Giulio Bottegal, Giorgio Picci, Stefano Pinzoni
On the identifiability of errors-in-variables models with white measurement errors. Autom. 47 (3) (2011)
Giorgio Picci, Francesca P. Carli
Modeling and identification of reciprocal processes. CDC (2009)
Alessandro Chiuso, Giorgio Picci
Some identification techniques in computer vision. CDC (2008)
Alessandro Chiuso, Giorgio Picci, Stefano Soatto
Wide-Sense Estimation on the Special Orthogonal Group. Commun. Inf. Syst. 8 (3) (2008)
Giorgio Picci, Francesca P. Carli
Modelling and Simulation of Images by Reciprocal Processes. UKSim (2008)
Giorgio Picci, Thomas Taylor
Almost sure convergence of random gossip algorithms. CDC (2007)
Eugenio Cinquemani, Giorgio Picci
Identification of wood rings from sparse tomographic data. CDC (2006)
Alessandro Chiuso, Augusto Ferrante, Giorgio Picci
Reciprocal realization and modeling of textured images. CDC/ECC (2005)
Riccardo Muradore, Giorgio Picci
control: the discrete-time case. Syst. Control. Lett. 54 (1) (2005)
Tohru Katayama, Hidetoshi Kawauchi, Giorgio Picci
Subspace identification of closed loop systems by the orthogonal decomposition method. Autom. 41 (5) (2005)
Alessandro Chiuso, Giorgio Picci
Consistency analysis of some closed-loop subspace identification methods. Autom. 41 (3) (2005)
Alessandro Chiuso, Giorgio Picci
Numerical conditioning and asymptotic variance of subspace estimates. Autom. 40 (4) (2004)
Alessandro Chiuso, Giorgio Picci
On the ill-conditioning of subspace identification with inputs. Autom. 40 (4) (2004)
Alessandro Chiuso, Giorgio Picci
Asymptotic variance of subspace methods by data orthogonalization and model decoupling: a comparative analysis. Autom. 40 (10) (2004)
Alessandro Chiuso, Giorgio Picci
Consistency analysis of closed-loop subspace identification. CDC (2004)
Alessandro Chiuso, Giorgio Picci
Subspace identification by data orthogonalization and model decoupling. Autom. 40 (10) (2004)
Eugenio Cinquemani, Mario Micheli, Giorgio Picci
Fault detection in a class of stochastic hybrid systems. CDC (2004)
Riccardo Muradore, Giorgio Picci
control: the discrete-time case. CDC (2003)
Augusto Ferrante, Giorgio Picci, Stefano Pinzoni
Spectral factorization and stochastic realization with zeros on the unit circle. CDC (2003)
Alessandro Chiuso, Giorgio Picci
Asymptotic variances of subspace estimates. CDC (2001)
Tohru Katayama, Hidetoshi Kawauchi, Giorgio Picci
A subspace identification of closed-loop system by orthogonal decomposition. CDC (2001)
Augusto Ferrante, Giorgio Picci
Minimal realization and dynamic properties of optimal smoothers. IEEE Trans. Autom. Control. 45 (11) (2000)
Alessandro Chiuso, Giorgio Picci
Probing inputs for subspace identification. CDC (2000)
Tohru Katayama, Giorgio Picci
Realization of stochastic systems with exogenous inputs and subspace identification methods. Autom. 35 (10) (1999)
Alessandro Chiuso, Giorgio Picci
Visual tracking of points as estimation on the unit sphere. Block Island Workshop on Vision and Control (1997)
Ruggero Frezza, Giorgio Picci, Stefano Soatto
A lagrangian formulation of nonholonomic path following. Block Island Workshop on Vision and Control (1997)
Anders Lindquist, Giorgio Picci
Canonical correlation analysis, approximate covariance extension, and identification of stationary time series. Autom. 32 (5) (1996)
Giorgio Picci, Tohru Katayama
Stochastic realization with exogenous inputs and 'subspace-methods' identification. Signal Process. 52 (2) (1996)
Stefano Soatto, Pietro Perona, Ruggero Frezza, Giorgio Picci
Recursive motion and structure estimation with complete error characterization. CVPR (1993)
Giovanni B. Di Masi, Lorenzo Finesso, Giorgio Picci
Design of an L.Q.G. controller for single point moored large tankers. Autom. 22 (2) (1986)
Anders Lindquist, Giorgio Picci, Guy Ruckebusch
On Minimal Splitting Subspaces and Markovian Representations. Math. Syst. Theory 12 (1979)