Patrizio Frosini

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 28

Top Topics

Semantic Segmentation

Special Section

Algebraic Properties

Top Venues

Frontiers Artif. Intell.

J. Appl. Comput. Topol.

Publications

Giovanni Bocchi, Massimo Ferri, Patrizio Frosini
A novel approach to graph distinction through GENEOs and permutants. CoRR (2024)
Giovanni Bocchi, Stefano Botteghi, Martina Brasini, Patrizio Frosini, Nicola Quercioli
On the finite representation of linear group equivariant operators via permutant measures. Ann. Math. Artif. Intell. 91 (4) (2023)
Faraz Ahmad, Massimo Ferri, Patrizio Frosini
Generalized Permutants and Graph GENEOs. Mach. Learn. Knowl. Extr. 5 (4) (2023)
Marc Ethier, Patrizio Frosini, Nicola Quercioli, Francesca Tombari
Geometry of the matching distance for 2D filtering functions. J. Appl. Comput. Topol. 7 (4) (2023)
Diogo Lavado, Cláudia Soares, Alessandra Micheletti, Giovanni Bocchi, Alex Coronati, Manuel Silva, Patrizio Frosini
Low-Resource White-Box Semantic Segmentation of Supporting Towers on 3D Point Clouds via Signature Shape Identification. CoRR (2023)
Lucia Ferrari, Patrizio Frosini, Nicola Quercioli, Francesca Tombari
A topological model for partial equivariance in deep learning and data analysis. Frontiers Artif. Intell. 6 (2023)
Patrizio Frosini, Ivan Gridelli, Andrea Pascucci
A Probabilistic Result on Impulsive Noise Reduction in Topological Data Analysis through Group Equivariant Non-Expansive Operators. Entropy 25 (8) (2023)
Lucia Ferrari, Patrizio Frosini, Nicola Quercioli, Francesca Tombari
A topological model for partial equivariance in deep learning and data analysis. CoRR (2023)
Patrizio Frosini, Ivan Gridelli, Andrea Pascucci
A probabilistic result on impulsive noise reduction through Group Equivariant Non-Expansive Operators. CoRR (2022)
Faraz Ahmad, Massimo Ferri, Patrizio Frosini
Generalized Permutants and Graph GENEOs. CoRR (2022)
Giovanni Bocchi, Patrizio Frosini, Alessandra Micheletti, Alessandro Pedretti, Carmen Gratteri, Filippo Lunghini, Andrea Rosario Beccari, Carmine Talarico
GENEOnet: A new machine learning paradigm based on Group Equivariant Non-Expansive Operators. An application to protein pocket detection. CoRR (2022)
Francesco Conti, Patrizio Frosini, Nicola Quercioli
On the Construction of Group Equivariant Non-Expansive Operators via Permutants and Symmetric Functions. Frontiers Artif. Intell. 5 (2022)
Patrizio Frosini, Daniela Giorgi, Simone Melzi, Emanuele Rodolà
Foreword to the Special Section on Smart Tools and Applications in Graphics (STAG 2021). Comput. Graph. 105 (2022)
Pasquale Cascarano, Patrizio Frosini, Nicola Quercioli, Amir Saki
On the geometric and Riemannian structure of the spaces of group equivariant non-expansive operators. CoRR (2021)
Stefano Botteghi, Martina Brasini, Patrizio Frosini, Nicola Quercioli
On the finite representation of group equivariant operators via permutant measures. CoRR (2020)
Pietro Vertechi, Patrizio Frosini, Mattia G. Bergomi
Parametric machines: a fresh approach to architecture search. CoRR (2020)
Mattia G. Bergomi, Patrizio Frosini, Daniela Giorgi, Nicola Quercioli
Towards a topological-geometrical theory of group equivariant non-expansive operators for data analysis and machine learning. Nat. Mach. Intell. 1 (9) (2019)
Andrea Cerri, Marc Ethier, Patrizio Frosini
On the geometrical properties of the coherent matching distance in 2D persistent homology. J. Appl. Comput. Topol. 3 (4) (2019)
Mattia G. Bergomi, Patrizio Frosini, Daniela Giorgi, Nicola Quercioli
Towards a topological-geometrical theory of group equivariant non-expansive operators for data analysis and machine learning. CoRR (2018)
Andrea Cerri, Marc Ethier, Patrizio Frosini
On the geometrical properties of the coherent matching distance in 2D persistent homology. CoRR (2018)
Francesco Camporesi, Patrizio Frosini, Nicola Quercioli
On a New Method to Build Group Equivariant Operators by Means of Permutants. CD-MAKE (2018)
Patrizio Frosini, Nicola Quercioli
Some Remarks on the Algebraic Properties of Group Invariant Operators in Persistent Homology. CD-MAKE (2017)
Patrizio Frosini, Claudia Landi, Facundo Mémoli
The Persistent Homotopy Type Distance. CoRR (2017)
Andrea Cerri, Marc Ethier, Patrizio Frosini
The coherent matching distance in 2D persistent homology. CoRR (2016)
Andrea Cerri, Marc Ethier, Patrizio Frosini
The Coherent Matching Distance in 2D Persistent Homology. CTIC (2016)
Patrizio Frosini
Position paper: Towards an observer-oriented theory of shape comparison. CoRR (2016)
Patrizio Frosini
Towards an Observer-oriented Theory of Shape Comparison. 3DOR@Eurographics (2016)
Patrizio Frosini, Grzegorz Jablonski
Combining Persistent Homology and Invariance Groups for Shape Comparison. Discret. Comput. Geom. 55 (2) (2016)
Massimo Ferri, Patrizio Frosini, Claudia Landi
Special section on computational topology in image context. Comput. Vis. Image Underst. 121 (2014)
Patrizio Frosini, Grzegorz Jablonski
Combining persistent homology and invariance groups for shape comparison. CoRR (2013)
Patrizio Frosini, Claudia Landi
Persistent Betti numbers for a noise tolerant shape-based approach to image retrieval. Pattern Recognit. Lett. 34 (8) (2013)
Barbara Di Fabio, Patrizio Frosini
Filtrations induced by continuous functions CoRR (2013)
Niccolò Cavazza, Marc Ethier, Patrizio Frosini, Tomasz Kaczynski, Claudia Landi
Comparison of persistent homologies for vector functions: From continuous to discrete and back. Comput. Math. Appl. 66 (4) (2013)
Patrizio Frosini, Claudia Landi
Corrigendum to "Persistent Betti numbers for a noise tolerant shape-based approach to image retrieval". Pattern Recognit. Lett. 34 (11) (2013)
Andrea Cerri, Marc Ethier, Patrizio Frosini
A Study of Monodromy in the Computation of Multidimensional Persistence. DGCI (2013)
Niccolò Cavazza, Marc Ethier, Patrizio Frosini, Tomasz Kaczynski, Claudia Landi
Comparison of Persistent Homologies for Vector Functions: from continuous to discrete and back CoRR (2012)
Patrizio Frosini
G-invariant Persistent Homology CoRR (2012)
Patrizio Frosini, Claudia Landi
Persistent Betti Numbers for a Noise Tolerant Shape-Based Approach to Image Retrieval. CAIP (1) (2011)
Patrizio Frosini, Claudia Landi
No embedding of the automorphisms of a topological space into a compact metric space endows them with a composition that passes to the limit. Appl. Math. Lett. 24 (10) (2011)
Andrea Cerri, Patrizio Frosini, Walter G. Kropatsch, Claudia Landi
A Global Method for Reducing Multidimensional Size Graphs. GbRPR (2011)
Silvia Biasotti, Andrea Cerri, Patrizio Frosini, Daniela Giorgi
A new algorithm for computing the 2-dimensional matching distance between size functions. Pattern Recognit. Lett. 32 (14) (2011)
Patrizio Frosini, Claudia Landi
No embedding of the automorphisms of a topological space into a compact metric space endows them with a composition that passes to the limit CoRR (2010)
Andrea Cerri, Patrizio Frosini
Invariance properties of the multidimensional matching distance in Persistent Topology and Homology CoRR (2010)
Patrizio Frosini, Claudia Landi
Stability of multidimensional persistent homology with respect to domain perturbations CoRR (2010)
Patrizio Frosini
Stable comparison of multidimensional persistent homology groups with torsion CoRR (2010)
Daniela Giorgi, Patrizio Frosini, Michela Spagnuolo, Bianca Falcidieno
3D relevance feedback via multilevel relevance judgements. Vis. Comput. 26 (10) (2010)
Patrizio Frosini, Claudia Landi
Uniqueness of models in persistent homology: the case of curves CoRR (2010)
Patrizio Frosini
Does intelligence imply contradiction? Cogn. Syst. Res. 10 (4) (2009)
Daniela Giorgi, Patrizio Frosini, Michela Spagnuolo, Bianca Falcidieno
Multilevel Relevance Feedback for 3D Shape Retrieval. 3DOR@Eurographics (2009)
Silvia Biasotti, Leila De Floriani, Bianca Falcidieno, Patrizio Frosini, Daniela Giorgi, Claudia Landi, Laura Papaleo, Michela Spagnuolo
Describing shapes by geometrical-topological properties of real functions. ACM Comput. Surv. 40 (4) (2008)
Andrea Cerri, Patrizio Frosini
Necessary Conditions for Discontinuities of Multidimensional Size Functions CoRR (2008)
Silvia Biasotti, Andrea Cerri, Patrizio Frosini, Daniela Giorgi, Claudia Landi
Multidimensional Size Functions for Shape Comparison. J. Math. Imaging Vis. 32 (2) (2008)
Michele d'Amico, Patrizio Frosini, Claudia Landi
Natural pseudo-distance and optimal matching between reduced size functions CoRR (2008)
Patrizio Frosini
Does intelligence imply contradiction? CoRR (2008)
Silvia Biasotti, Bianca Falcidieno, Patrizio Frosini, Daniela Giorgi, Claudia Landi, Simone Marini, Giuseppe Patanè, Michela Spagnuolo
3D Shape Description and Matching Based on Properties of Real Functions. Eurographics (Tutorials) (2007)
Andrea Cerri, Massimo Ferri, Patrizio Frosini, Daniela Giorgi
Keypics: Free-Hand Drawn Iconic Keywords. Int. J. Shape Model. 13 (2) (2007)
Andrea Cerri, Patrizio Frosini, Claudia Landi
Stability in multidimensional Size Theory CoRR (2006)
Andrea Cerri, Patrizio Frosini, Claudia Landi
A global reduction method for multidimensional size graphs. Electron. Notes Discret. Math. 26 (2006)
Michele d'Amico, Patrizio Frosini, Claudia Landi
Using matching distance in size theory: A survey. Int. J. Imaging Syst. Technol. 16 (5) (2006)
Françoise Dibos, Patrizio Frosini, Denis Pasquignon
The Use of Size Functions for Comparison of Shapes Through Differential Invariants. J. Math. Imaging Vis. 21 (2) (2004)
Patrizio Frosini
A note on the representability of compact sets by real sequences. Appl. Math. Lett. 15 (8) (2002)
Patrizio Frosini, Claudia Landi
Size Functions and Formal Series. Appl. Algebra Eng. Commun. Comput. 12 (4) (2001)
Aldo Brucale, Fabio Cesari, Michele d'Amico, Massimo Ferri, Patrizio Frosini, Luciano Gualandri, Monica Guerra, Alberto Lovato, Ilaria Pace
Image Retrieval through Abstract Shape Indication. MVA (2000)
Pietro Donatini, Patrizio Frosini, Claudia Landi
Deformation Energy for Size Functions. EMMCVPR (1999)
Patrizio Frosini, Massimiliano Pittore
New methods for reducing size graphs. Int. J. Comput. Math. 70 (3) (1999)
Massimo Ferri, Patrizio Frosini, Alberto Lovato, Chiara Zambelli
Point Selection: A New Comparison Scheme for Size Functions (With an Application to Monogram Recognition). ACCV (1) (1998)
Costantino Collina, Massimo Ferri, Patrizio Frosini, Eleonora Porcellini
Sketch Up: Towards Qualitative Shape Data Management. ACCV (1) (1998)
Alessandro Verri, Claudio Uras, Patrizio Frosini, Massimo Ferri
On the use of size functions for shape analysis. Biol. Cybern. 70 (2) (1993)