Giovanna Citti

47 papers Journal 38Unranked 9
YearRankTypeTitle / Venue / Authors
2025 — conf
A Heterogeneous Model of Boundary and Figure Completion in V
GSI (3)
Mattia Galeotti, Giovanna Citti, Alessandro Sarti
2025 J jnl
Individuation of 3D Perceptual Units from Neurogeometry of Binocular Cells.
SIAM J. Imaging Sci.
Maria Virginia Bolelli, Giovanna Citti, Alessandro Sarti, Steven W. Zucker
2024 J jnl
Individuation of 3D perceptual units from neurogeometry of binocular cells.
CoRR
Maria Virginia Bolelli, Giovanna Citti, Alessandro Sarti, Steven W. Zucker
2024 J jnl
The Cortical V1 Transform as a Heterogeneous Poisson Problem.
SIAM J. Imaging Sci.
Alessandro Sarti, Mattia Galeotti, Giovanna Citti
2023 — conf
A Neurogeometric Stereo Model for Individuation of 3D Perceptual Units.
GSI (1)
Maria Virginia Bolelli, Giovanna Citti, Alessandro Sarti, Steven W. Zucker
2023 J jnl
Good continuation in 3D: the neurogeometry of stereo vision.
Frontiers Comput. Sci.
Maria Virginia Bolelli, Giovanna Citti, Alessandro Sarti, Steven W. Zucker
2023 — conf
Robust Neural Network Approach to System Identification in the High-Noise Regime.
LION
Elisa Negrini, Giovanna Citti, Luca Capogna
2022 J jnl
Cortically Based Optimal Transport.
J. Math. Imaging Vis.
Mattia Galeotti, Giovanna Citti, Alessandro Sarti
2022 J jnl
Functional architecture of M1 cells encoding movement direction.
J. Comput. Neurosci.
Caterina Mazzetti, Alessandro Sarti, Giovanna Citti
2022 J jnl
LGN-CNN: A biologically inspired CNN architecture.
Neural Networks
Federico Bertoni, Giovanna Citti, Alessandro Sarti
2021 J jnl
A Neural Network Ensemble Approach to System Identification.
CoRR
Elisa Negrini, Giovanna Citti, Luca Capogna
2021 — conf
A Sub-Riemannian Model of the Functional Architecture of M1 for Arm Movement Direction.
GSI (2)
Caterina Mazzetti, Alessandro Sarti, Giovanna Citti
2021 — conf
Differential Operators Heterogenous in Orientation and Scale in the V
GSI (2)
Mattia Galeotti, Giovanna Citti, Alessandro Sarti
2021 J jnl
Emergence of Lie Symmetries in Functional Architectures Learned by CNNs.
Frontiers Comput. Neurosci.
Federico Bertoni, Noemi Montobbio, Alessandro Sarti, Giovanna Citti
2021 J jnl
Emergence of Lie symmetries in functional architectures learned by CNNs.
CoRR
Federico Bertoni, Noemi Montobbio, Alessandro Sarti, Giovanna Citti
2021 — conf
Submanifolds of Fixed Degree in Graded Manifolds for Perceptual Completion.
GSI
Giovanna Citti, Gianmarco Giovannardi, Manuel Ritoré, Alessandro Sarti
2021 J jnl
System identification through Lipschitz regularized deep neural networks.
J. Comput. Phys.
Elisa Negrini, Giovanna Citti, Luca Capogna
2020 J jnl
A Metric Model for the Functional Architecture of the Visual Cortex.
SIAM J. Appl. Math.
Noemi Montobbio, Alessandro Sarti, Giovanna Citti
2020 J jnl
System Identification Through Lipschitz Regularized Deep Neural Networks.
CoRR
Elisa Negrini, Giovanna Citti, Luca Capogna
2019 J jnl
A sub-Riemannian model of the visual cortex with frequency and phase.
CoRR
Emre Baspinar, Alessandro Sarti, Giovanna Citti
2019 J jnl
Correction to: From receptive profiles to a metric model of V1.
J. Comput. Neurosci.
Noemi Montobbio, Giovanna Citti, Alessandro Sarti
2019 J jnl
From receptive profiles to a metric model of V1.
J. Comput. Neurosci.
Noemi Montobbio, Giovanna Citti, Alessandro Sarti
2019 J jnl
KerCNNs: biologically inspired lateral connections for classification of corrupted images.
CoRR
Noemi Montobbio, Laurent Bonnasse-Gahot, Giovanna Citti, Alessandro Sarti
2019 J jnl
LGN-CNN: a biologically inspired CNN architecture.
CoRR
Federico Bertoni, Giovanna Citti, Alessandro Sarti
2019 J jnl
Neurogeometry of perception: isotropic and anisotropic aspects.
CoRR
Giovanna Citti, Alessandro Sarti
2019 J jnl
Uniqueness of Viscosity Mean Curvature Flow Solution in Two Sub-Riemannian Structures.
SIAM J. Math. Anal.
Emre Baspinar, Giovanna Citti
2018 J jnl
A Geometric Model of Multi-scale Orientation Preference Maps via Gabor Functions.
J. Math. Imaging Vis.
Emre Baspinar, Giovanna Citti, Alessandro Sarti
2018 J jnl
A Neuromathematical Model for Geometrical Optical Illusions.
J. Math. Imaging Vis.
Benedetta Franceschiello, Alessandro Sarti, Giovanna Citti
2018 J jnl
Curvature Integration in a 5D Kernel for Extracting Vessel Connections in Retinal Images.
IEEE Trans. Image Process.
Samaneh Abbasi-Sureshjani, Marta Favali, Giovanna Citti, Alessandro Sarti, Bart M. ter Haar Romeny
2018 J jnl
Differential Geometry and Orientation Analysis in Image Processing.
J. Math. Imaging Vis.
Remco Duits, Giovanna Citti, Andrea Fuster, Thomas Schultz
2017 J jnl
Local and Global Gestalt Laws: A Neurally Based Spectral Approach.
Neural Comput.
Marta Favali, Giovanna Citti, Alessandro Sarti
2017 — conf
Modelling of the Poggendorff Illusion via Sub-Riemannian Geodesics in the Roto-Translation Group.
ICIAP Workshops
Benedetta Franceschiello, Alexey Mashtakov, Giovanna Citti, Alessandro Sarti
2016 J jnl
A neuro-mathematical model for geometrical optical illusions.
CoRR
Benedetta Franceschiello, Alessandro Sarti, Giovanna Citti
2016 J jnl
Cortically-Inspired Spectral Clustering for Connectivity Analysis in Retinal Images: Curvature Integration.
CoRR
Samaneh Abbasi-Sureshjani, Marta Favali, Giovanna Citti, Alessandro Sarti, Bart M. ter Haar Romeny
2016 J jnl
Sub-Riemannian Mean Curvature Flow for Image Processing.
SIAM J. Imaging Sci.
Giovanna Citti, Benedetta Franceschiello, Gonzalo Sanguinetti, Alessandro Sarti
2015 J jnl
A Gauge Field Model of Modal Completion.
J. Math. Imaging Vis.
Giovanna Citti, Alessandro Sarti
2015 J jnl
Cortical Spatiotemporal Dimensionality Reduction for Visual Grouping.
Neural Comput.
Giacomo Cocci, Davide Barbieri, Giovanna Citti, Alessandro Sarti
2015 J jnl
Local and global gestalt laws: A neurally based spectral approach.
CoRR
Marta Favali, Giovanna Citti, Alessandro Sarti
2015 J jnl
The constitution of visual perceptual units in the functional architecture of V1.
J. Comput. Neurosci.
Alessandro Sarti, Giovanna Citti
2014 J jnl
A Cortical-Inspired Geometry for Contour Perception and Motion Integration.
J. Math. Imaging Vis.
Davide Barbieri, Giovanna Citti, Giacomo Cocci, Alessandro Sarti
2014 J jnl
Cortical spatio-temporal dimensionality reduction for visual grouping.
CoRR
Giacomo Cocci, Davide Barbieri, Giovanna Citti, Alessandro Sarti
2014 J jnl
The constitution of visual perceptual units in the functional architecture of V1.
CoRR
Alessandro Sarti, Giovanna Citti
2008 — conf
Image Completion Using a Diffusion Driven Mean Curvature Flowin A Sub-Riemannian Space.
VISAPP (2)
Gonzalo Sanguinetti, Giovanna Citti, Alessandro Sarti
2008 — conf
Implementation of a Model for Perceptual Completion in
VISIGRAPP (Selected Papers)
Gonzalo Sanguinetti, Giovanna Citti, Alessandro Sarti
2008 J jnl
The symplectic structure of the primary visual cortex.
Biol. Cybern.
Alessandro Sarti, Giovanna Citti, Jean Petitot
2006 J jnl
A Cortical Based Model of Perceptual Completion in the Roto-Translation Space.
J. Math. Imaging Vis.
Giovanna Citti, Alessandro Sarti
2004 J jnl
Neuronal Oscillations in the Visual Cortex: Γ-Convergence to the Riemannian Mumford-Shah Functional.
SIAM J. Math. Anal.
Giovanna Citti, Maria Manfredini, Alessandro Sarti