Giovanna Citti

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 36

Top Topics

Image Processing

Biologically Inspired

Mathematical Model

Top Venues

J. Math. Imaging Vis.

J. Comput. Neurosci.

Publications

Alessandro Sarti, Mattia Galeotti, Giovanna Citti
The Cortical V1 Transform as a Heterogeneous Poisson Problem. SIAM J. Imaging Sci. 17 (1) (2024)
Maria Virginia Bolelli, Giovanna Citti, Alessandro Sarti, Steven W. Zucker
A Neurogeometric Stereo Model for Individuation of 3D Perceptual Units. GSI (1) (2023)
Elisa Negrini, Giovanna Citti, Luca Capogna
Robust Neural Network Approach to System Identification in the High-Noise Regime. LION (2023)
Maria Virginia Bolelli, Giovanna Citti, Alessandro Sarti, Steven W. Zucker
Good continuation in 3D: the neurogeometry of stereo vision. Frontiers Comput. Sci. 5 (2023)
Mattia Galeotti, Giovanna Citti, Alessandro Sarti
Cortically Based Optimal Transport. J. Math. Imaging Vis. 64 (9) (2022)
Caterina Mazzetti, Alessandro Sarti, Giovanna Citti
Functional architecture of M1 cells encoding movement direction. J. Comput. Neurosci. 51 (3) (2022)
Federico Bertoni, Giovanna Citti, Alessandro Sarti
LGN-CNN: A biologically inspired CNN architecture. Neural Networks 145 (2022)
Federico Bertoni, Noemi Montobbio, Alessandro Sarti, Giovanna Citti
Emergence of Lie Symmetries in Functional Architectures Learned by CNNs. Frontiers Comput. Neurosci. 15 (2021)
Mattia Galeotti, Giovanna Citti, Alessandro Sarti
Cortex. GSI (2) (2021)
Federico Bertoni, Noemi Montobbio, Alessandro Sarti, Giovanna Citti
Emergence of Lie symmetries in functional architectures learned by CNNs. CoRR (2021)
Elisa Negrini, Giovanna Citti, Luca Capogna
A Neural Network Ensemble Approach to System Identification. CoRR (2021)
Elisa Negrini, Giovanna Citti, Luca Capogna
System identification through Lipschitz regularized deep neural networks. J. Comput. Phys. 444 (2021)
Giovanna Citti, Gianmarco Giovannardi, Manuel Ritoré, Alessandro Sarti
Submanifolds of Fixed Degree in Graded Manifolds for Perceptual Completion. GSI (2021)
Caterina Mazzetti, Alessandro Sarti, Giovanna Citti
A Sub-Riemannian Model of the Functional Architecture of M1 for Arm Movement Direction. GSI (2) (2021)
Noemi Montobbio, Alessandro Sarti, Giovanna Citti
A Metric Model for the Functional Architecture of the Visual Cortex. SIAM J. Appl. Math. 80 (2) (2020)
Elisa Negrini, Giovanna Citti, Luca Capogna
System Identification Through Lipschitz Regularized Deep Neural Networks. CoRR (2020)
Noemi Montobbio, Giovanna Citti, Alessandro Sarti
Correction to: From receptive profiles to a metric model of V1. J. Comput. Neurosci. 47 (2-3) (2019)
Noemi Montobbio, Laurent Bonnasse-Gahot, Giovanna Citti, Alessandro Sarti
KerCNNs: biologically inspired lateral connections for classification of corrupted images. CoRR (2019)
Federico Bertoni, Giovanna Citti, Alessandro Sarti
LGN-CNN: a biologically inspired CNN architecture. CoRR (2019)
Emre Baspinar, Alessandro Sarti, Giovanna Citti
A sub-Riemannian model of the visual cortex with frequency and phase. CoRR (2019)
Emre Baspinar, Giovanna Citti
Uniqueness of Viscosity Mean Curvature Flow Solution in Two Sub-Riemannian Structures. SIAM J. Math. Anal. 51 (3) (2019)
Giovanna Citti, Alessandro Sarti
Neurogeometry of perception: isotropic and anisotropic aspects. CoRR (2019)
Noemi Montobbio, Giovanna Citti, Alessandro Sarti
From receptive profiles to a metric model of V1. J. Comput. Neurosci. 46 (3) (2019)
Benedetta Franceschiello, Alessandro Sarti, Giovanna Citti
A Neuromathematical Model for Geometrical Optical Illusions. J. Math. Imaging Vis. 60 (1) (2018)
Remco Duits, Giovanna Citti, Andrea Fuster, Thomas Schultz
Differential Geometry and Orientation Analysis in Image Processing. J. Math. Imaging Vis. 60 (6) (2018)
Emre Baspinar, Giovanna Citti, Alessandro Sarti
A Geometric Model of Multi-scale Orientation Preference Maps via Gabor Functions. J. Math. Imaging Vis. 60 (6) (2018)
Samaneh Abbasi-Sureshjani, Marta Favali, Giovanna Citti, Alessandro Sarti, Bart M. ter Haar Romeny
Curvature Integration in a 5D Kernel for Extracting Vessel Connections in Retinal Images. IEEE Trans. Image Process. 27 (2) (2018)
Marta Favali, Giovanna Citti, Alessandro Sarti
Local and Global Gestalt Laws: A Neurally Based Spectral Approach. Neural Comput. 29 (2) (2017)
Benedetta Franceschiello, Alexey Mashtakov, Giovanna Citti, Alessandro Sarti
Modelling of the Poggendorff Illusion via Sub-Riemannian Geodesics in the Roto-Translation Group. ICIAP Workshops (2017)
Benedetta Franceschiello, Alessandro Sarti, Giovanna Citti
A neuro-mathematical model for geometrical optical illusions. CoRR (2016)
Samaneh Abbasi-Sureshjani, Marta Favali, Giovanna Citti, Alessandro Sarti, Bart M. ter Haar Romeny
Cortically-Inspired Spectral Clustering for Connectivity Analysis in Retinal Images: Curvature Integration. CoRR (2016)
Giovanna Citti, Benedetta Franceschiello, Gonzalo Sanguinetti, Alessandro Sarti
Sub-Riemannian Mean Curvature Flow for Image Processing. SIAM J. Imaging Sci. 9 (1) (2016)
Giovanna Citti, Alessandro Sarti
A Gauge Field Model of Modal Completion. J. Math. Imaging Vis. 52 (2) (2015)
Marta Favali, Giovanna Citti, Alessandro Sarti
Local and global gestalt laws: A neurally based spectral approach. CoRR (2015)
Giacomo Cocci, Davide Barbieri, Giovanna Citti, Alessandro Sarti
Cortical Spatiotemporal Dimensionality Reduction for Visual Grouping. Neural Comput. 27 (6) (2015)
Alessandro Sarti, Giovanna Citti
The constitution of visual perceptual units in the functional architecture of V1. J. Comput. Neurosci. 38 (2) (2015)
Giacomo Cocci, Davide Barbieri, Giovanna Citti, Alessandro Sarti
Cortical spatio-temporal dimensionality reduction for visual grouping. CoRR (2014)
Davide Barbieri, Giovanna Citti, Giacomo Cocci, Alessandro Sarti
A Cortical-Inspired Geometry for Contour Perception and Motion Integration. J. Math. Imaging Vis. 49 (3) (2014)
Alessandro Sarti, Giovanna Citti
The constitution of visual perceptual units in the functional architecture of V1. CoRR (2014)
Gonzalo Sanguinetti, Giovanna Citti, Alessandro Sarti
Image Completion Using a Diffusion Driven Mean Curvature Flowin A Sub-Riemannian Space. VISAPP (2) (2008)
Gonzalo Sanguinetti, Giovanna Citti, Alessandro Sarti
. VISIGRAPP (Selected Papers) (2008)
Alessandro Sarti, Giovanna Citti, Jean Petitot
The symplectic structure of the primary visual cortex. Biol. Cybern. 98 (1) (2008)
Giovanna Citti, Alessandro Sarti
A Cortical Based Model of Perceptual Completion in the Roto-Translation Space. J. Math. Imaging Vis. 24 (3) (2006)
Giovanna Citti, Maria Manfredini, Alessandro Sarti
Neuronal Oscillations in the Visual Cortex: Γ-Convergence to the Riemannian Mumford-Shah Functional. SIAM J. Math. Anal. 35 (6) (2004)