Giovanna Citti

According to our database, Giovanna Citti authored at least 40 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The Cortical V1 Transform as a Heterogeneous Poisson Problem.

Alessandro Sarti, Mattia Galeotti, Giovanna Citti

SIAM J. Imaging Sci., March, 2024

Individuation of 3D perceptual units from neurogeometry of binocular cells.

Maria Virginia Bolelli, Giovanna Citti, Alessandro Sarti, Steven W. Zucker

CoRR, 2024

2023

Good continuation in 3D: the neurogeometry of stereo vision.

Maria Virginia Bolelli, Giovanna Citti, Alessandro Sarti, Steven W. Zucker

Frontiers Comput. Sci., 2023

Robust Neural Network Approach to System Identification in the High-Noise Regime.

Elisa Negrini, Giovanna Citti, Luca Capogna

Proceedings of the Learning and Intelligent Optimization - 17th International Conference, 2023

A Neurogeometric Stereo Model for Individuation of 3D Perceptual Units.

Maria Virginia Bolelli, Giovanna Citti, Alessandro Sarti, Steven W. Zucker

Proceedings of the Geometric Science of Information - 6th International Conference, 2023

2022

Functional architecture of M1 cells encoding movement direction.

Caterina Mazzetti, Alessandro Sarti, Giovanna Citti

J. Comput. Neurosci., August, 2022

LGN-CNN: A biologically inspired CNN architecture.

Federico Bertoni, Giovanna Citti, Alessandro Sarti

Neural Networks, 2022

Cortically Based Optimal Transport.

Mattia Galeotti, Giovanna Citti, Alessandro Sarti

J. Math. Imaging Vis., 2022

2021

System identification through Lipschitz regularized deep neural networks.

Elisa Negrini, Giovanna Citti, Luca Capogna

J. Comput. Phys., 2021

Emergence of Lie Symmetries in Functional Architectures Learned by CNNs.

Federico Bertoni, Noemi Montobbio, Alessandro Sarti, Giovanna Citti

Frontiers Comput. Neurosci., 2021

A Neural Network Ensemble Approach to System Identification.

Elisa Negrini, Giovanna Citti, Luca Capogna

CoRR, 2021

A Sub-Riemannian Model of the Functional Architecture of M1 for Arm Movement Direction.

Caterina Mazzetti, Alessandro Sarti, Giovanna Citti

Proceedings of the Geometric Science of Information - 6th International Conference, 2021

Differential Operators Heterogenous in Orientation and Scale in the V₁ Cortex.

Mattia Galeotti, Giovanna Citti, Alessandro Sarti

Proceedings of the Geometric Science of Information - 6th International Conference, 2021

Submanifolds of Fixed Degree in Graded Manifolds for Perceptual Completion.

Giovanna Citti, Gianmarco Giovannardi, Manuel Ritoré, Alessandro Sarti

Proceedings of the Geometric Science of Information - 5th International Conference, 2021

2020

A Metric Model for the Functional Architecture of the Visual Cortex.

Noemi Montobbio, Alessandro Sarti, Giovanna Citti

SIAM J. Appl. Math., 2020

2019

Uniqueness of Viscosity Mean Curvature Flow Solution in Two Sub-Riemannian Structures.

Emre Baspinar, Giovanna Citti

SIAM J. Math. Anal., 2019

Correction to: From receptive profiles to a metric model of V1.

Noemi Montobbio, Giovanna Citti, Alessandro Sarti

J. Comput. Neurosci., 2019

From receptive profiles to a metric model of V1.

Noemi Montobbio, Giovanna Citti, Alessandro Sarti

J. Comput. Neurosci., 2019

KerCNNs: biologically inspired lateral connections for classification of corrupted images.

Noemi Montobbio, Laurent Bonnasse-Gahot, Giovanna Citti, Alessandro Sarti

CoRR, 2019

A sub-Riemannian model of the visual cortex with frequency and phase.

Emre Baspinar, Alessandro Sarti, Giovanna Citti

CoRR, 2019

Neurogeometry of perception: isotropic and anisotropic aspects.

Giovanna Citti, Alessandro Sarti

CoRR, 2019

2018

Curvature Integration in a 5D Kernel for Extracting Vessel Connections in Retinal Images.

Samaneh Abbasi-Sureshjani, Marta Favali, Giovanna Citti, Alessandro Sarti, Bart M. ter Haar Romeny

IEEE Trans. Image Process., 2018

A Neuromathematical Model for Geometrical Optical Illusions.

Benedetta Franceschiello, Alessandro Sarti, Giovanna Citti

J. Math. Imaging Vis., 2018

Differential Geometry and Orientation Analysis in Image Processing.

Remco Duits, Giovanna Citti, Andrea Fuster, Thomas Schultz

J. Math. Imaging Vis., 2018

A Geometric Model of Multi-scale Orientation Preference Maps via Gabor Functions.

Emre Baspinar, Giovanna Citti, Alessandro Sarti

J. Math. Imaging Vis., 2018

2017

Local and Global Gestalt Laws: A Neurally Based Spectral Approach.

Marta Favali, Giovanna Citti, Alessandro Sarti

Neural Comput., 2017

Modelling of the Poggendorff Illusion via Sub-Riemannian Geodesics in the Roto-Translation Group.

Benedetta Franceschiello, Alexey Mashtakov, Giovanna Citti, Alessandro Sarti

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

2016

Sub-Riemannian Mean Curvature Flow for Image Processing.

Giovanna Citti, Benedetta Franceschiello, Gonzalo Sanguinetti, Alessandro Sarti

SIAM J. Imaging Sci., 2016

A neuro-mathematical model for geometrical optical illusions.

Benedetta Franceschiello, Alessandro Sarti, Giovanna Citti

CoRR, 2016

Cortically-Inspired Spectral Clustering for Connectivity Analysis in Retinal Images: Curvature Integration.

Samaneh Abbasi-Sureshjani, Marta Favali, Giovanna Citti, Alessandro Sarti, Bart M. ter Haar Romeny

CoRR, 2016

2015

Cortical Spatiotemporal Dimensionality Reduction for Visual Grouping.

Giacomo Cocci, Davide Barbieri, Giovanna Citti, Alessandro Sarti

Neural Comput., 2015

A Gauge Field Model of Modal Completion.

Giovanna Citti, Alessandro Sarti

J. Math. Imaging Vis., 2015

The constitution of visual perceptual units in the functional architecture of V1.

Alessandro Sarti, Giovanna Citti

J. Comput. Neurosci., 2015

2014

A Cortical-Inspired Geometry for Contour Perception and Motion Integration.

Davide Barbieri, Giovanna Citti, Giacomo Cocci, Alessandro Sarti

J. Math. Imaging Vis., 2014

Cortical spatio-temporal dimensionality reduction for visual grouping.

Giacomo Cocci, Davide Barbieri, Giovanna Citti, Alessandro Sarti

CoRR, 2014

2008

The symplectic structure of the primary visual cortex.

Alessandro Sarti, Giovanna Citti, Jean Petitot

Biol. Cybern., 2008

Implementation of a Model for Perceptual Completion in <i>R</i>²×<i>S</i>¹.

Gonzalo Sanguinetti, Giovanna Citti, Alessandro Sarti

Proceedings of the Computer Vision and Computer Graphics. Theory and Applications, 2008

Image Completion Using a Diffusion Driven Mean Curvature Flowin A Sub-Riemannian Space.

Gonzalo Sanguinetti, Giovanna Citti, Alessandro Sarti

Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008

2006

A Cortical Based Model of Perceptual Completion in the Roto-Translation Space.

Giovanna Citti, Alessandro Sarti

J. Math. Imaging Vis., 2006

2004

Neuronal Oscillations in the Visual Cortex: Γ-Convergence to the Riemannian Mumford-Shah Functional.

Giovanna Citti, Maria Manfredini, Alessandro Sarti

SIAM J. Math. Anal., 2004