Rocío González-Díaz

96 papers B 5C 10Journal 57Unranked 23
YearRankTypeTitle / Venue / Authors
2025 B conf
Additive partial matchings for persistent homology.
ISSAC
Rocío González-Díaz, Manuel Soriano-Trigueros, Álvaro Torras-Casas
2025 J jnl
Barycentric Neural Networks and Length-Weighted Persistent Entropy Loss: A Green Geometric and Topological Framework for Function Approximation.
CoRR
Víctor Toscano-Durán, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo
2025 — conf
Safe and Efficient Social Navigation Through Explainable Safety Regions Based on Topological Features.
xAI (2)
Víctor Toscano-Durán, Sara Narteni, Alberto Carlevaro, Jérôme Guzzi, Rocío González-Díaz, Maurizio Mongelli
2025 J jnl
Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features.
CoRR
Víctor Toscano-Durán, Sara Narteni, Alberto Carlevaro, Rocío González-Díaz, Maurizio Mongelli, Jerome Guzzi
2025 J jnl
The Induced Matching Distance: A Novel Topological Metric with Applications in Robotics.
CoRR
Javier Perera-Lago, Álvaro Torras-Casas, Jérôme Guzzi, Rocío González-Díaz
2024 J jnl
An In-Depth Analysis of Data Reduction Methods for Sustainable Deep Learning.
CoRR
Víctor Toscano-Durán, Javier Perera-Lago, Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Matteo Rucco
2024 J jnl
SIMAP: A simplicial-map layer for neural networks.
CoRR
Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo
2024 J jnl
Trainable and explainable simplicial map neural networks.
Inf. Sci.
Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo
2023 J jnl
A Topological Approach to Measuring Training Data Quality.
CoRR
Álvaro Torras-Casas, Eduardo Paluzo-Hidalgo, Rocío González-Díaz
2023 C conf
Abandoned Object Detection Using Persistent Homology.
CIARP
Javier Lamar-León, Raúl Alonso Baryolo, Edel B. García Reyes, Rocío González-Díaz, Pedro D. Salgueiro
2023 J jnl
Explainability in Simplicial Map Neural Networks.
CoRR
Eduardo Paluzo-Hidalgo, Miguel Angel Gutiérrez-Naranjo, Rocío González-Díaz
2023 J jnl
Partial matchings induced by morphisms between persistence modules.
Comput. Geom.
Rocío González-Díaz, M. Soriano-Trigueros, Álvaro Torras-Casas
2022 C conf
A Step Towards Learning Contraction Kernels for Irregular Image Pyramid.
ICPRAM
Darshan Batavia, Rocío González-Díaz, Walter G. Kropatsch
2022 J jnl
Characterizing slope regions.
J. Comb. Optim.
Rocío González-Díaz, Darshan Batavia, Rocío M. Casablanca, Walter G. Kropatsch
2022 J jnl
Continuous Well-Composedness Implies Digital Well-Composedness in n-D.
J. Math. Imaging Vis.
Nicolas Boutry, Rocío González-Díaz, Laurent Najman, Thierry Géraud
2022 J jnl
Strong Euler well-composedness.
J. Comb. Optim.
Nicolas Boutry, Rocío González-Díaz, María José Jiménez, Eduardo Paluzo-Hidalgo
2022 J jnl
Topology-based representative datasets to reduce neural network training resources.
Neural Comput. Appl.
Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo
2021 J jnl
Emotion recognition in talking-face videos using persistent entropy and neural networks.
CoRR
Eduardo Paluzo-Hidalgo, Guillermo Aguirre-Carrazana, Rocío González-Díaz
2021 J jnl
Optimizing the Simplicial-Map Neural Network Architecture.
J. Imaging
Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Jónathan Heras
2021 J jnl
Persistence Partial Matchings Induced by Morphisms between Persistence Modules.
CoRR
Rocío González-Díaz, Manuel Soriano-Trigueros
2020 C conf
A 4D Counter-Example Showing that DWCness Does Not Imply CWCness in nD.
IWCIA
Nicolas Boutry, Rocío González-Díaz, Laurent Najman, Thierry Géraud
2020 J jnl
Approximating lower-star persistence via 2D combinatorial map simplification.
Pattern Recognit. Lett.
Guillaume Damiand, Eduardo Paluzo-Hidalgo, Ryan Slechta, Rocío González-Díaz
2020 C conf
Euler Well-Composedness.
IWCIA
Nicolas Boutry, Rocío González-Díaz, María José Jiménez, Eduardo Paluzo-Hidalgo
2020 — conf
Image = Structure + Few Colors.
S+SSPR
Darshan Batavia, Rocío González-Díaz, Walter G. Kropatsch
2020 J jnl
On the stability of persistent entropy and new summary functions for topological data analysis.
Pattern Recognit.
Nieves Atienza, Rocío González-Díaz, Manuel Soriano-Trigueros
2020 J jnl
Two-hidden-layer feed-forward networks are universal approximators: A constructive approach.
Neural Networks
Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo
2019 — conf
Computing and Reducing Slope Complexes.
CTIC
Walter G. Kropatsch, Rocío M. Casablanca, Darshan Batavia, Rocío González-Díaz
2019 — conf
Congratulations! Dual Graphs Are Now Orientated!
GbRPR
Darshan Batavia, Walter G. Kropatsch, Rocío M. Casablanca, Rocío González-Díaz
2019 — conf
On the Space Between Critical Points.
DGCI
Walter G. Kropatsch, Rocío M. Casablanca, Darshan Batavia, Rocío González-Díaz
2019 — conf
One More Step Towards Well-Composedness of Cell Complexes over nD Pictures.
DGCI
Nicolas Boutry, Rocío González-Díaz, María José Jiménez
2019 — conf
Persistent Homology Computation Using Combinatorial Map Simplification.
CTIC
Guillaume Damiand, Rocío González-Díaz
2019 J jnl
Persistent entropy for separating topological features from noise in vietoris-rips complexes.
J. Intell. Inf. Syst.
Nieves Atienza, Rocío González-Díaz, Matteo Rucco
2019 J jnl
Representative Datasets: The Perceptron Case.
CoRR
Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo
2019 J jnl
Topological signature for periodic motion recognition.
CoRR
Javier Lamar-León, Rocío González-Díaz, Edel B. García Reyes
2019 — conf
Towards Emotion Recognition: A Persistent Entropy Application.
CTIC
Rocío González-Díaz, Eduardo Paluzo-Hidalgo, José F. Quesada
2019 J jnl
Towards a Philological Metric through a Topological Data Analysis Approach.
CoRR
Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo
2019 J jnl
Two-hidden-layer Feedforward Neural Networks are Universal Approximators: A Constructive Approach.
CoRR
Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo
2019 J jnl
Weakly well-composed cell complexes over nD pictures.
Inf. Sci.
Nicolas Boutry, Rocío González-Díaz, María José Jiménez
2018 J jnl
A new entropy based summary function for topological data analysis.
Electron. Notes Discret. Math.
Nieves Atienza, Rocío González-Díaz, M. Soriano-Trigueros
2018 J jnl
On the stability of persistent entropy and new summary functions for TDA.
CoRR
Nieves Atienza, Rocío González-Díaz, M. Soriano-Trigueros
2018 J jnl
Representative datasets for neural networks.
Electron. Notes Discret. Math.
Rocío González-Díaz, Eduardo Paluzo-Hidalgo, Miguel Angel Gutiérrez-Naranjo
2018 J jnl
Topological Tracking of Connected Components in Image Sequences.
CoRR
Rocío González-Díaz, María José Jiménez, Belén Medrano
2018 J jnl
Topological tracking of connected components in image sequences.
J. Comput. Syst. Sci.
Rocío González-Díaz, Maria Jose Jimenez, Belén Medrano
2018 J jnl
Towards Emotion Recognition: A Persistent Entropy Application.
CoRR
Rocío González-Díaz, Eduardo Paluzo-Hidalgo, José F. Quesada
2017 J jnl
A new topological entropy-based approach for measuring similarities among piecewise linear functions.
Signal Process.
Matteo Rucco, Rocío González-Díaz, Maria Jose Jimenez, Nieves Atienza, Cristina Cristalli, Enrico Concettoni, Andrea Ferrante, Emanuela Merelli
2017 J jnl
Efficiently Storing Well-Composed Polyhedral Complexes Computed Over 3D Binary Images.
J. Math. Imaging Vis.
Rocío González-Díaz, Maria Jose Jimenez, Belén Medrano
2017 J jnl
Persistent Entropy for Separating Topological Features from Noise in Vietoris-Rips Complexes.
CoRR
Nieves Atienza, Rocío González-Díaz, Matteo Rucco
2017 J jnl
Persistent-homology-based gait recognition.
CoRR
Javier Lamar-León, Raul Alonso Baryolo, Edel B. García Reyes, Rocío González-Díaz
2016 — conf
Encoding Specific 3D Polyhedral Complexes Using 3D Binary Images.
DGCI
Rocío González-Díaz, Maria Jose Jimenez, Belén Medrano
2016 — conf
Parallel Homology Computation of Meshes.
CTIC
Guillaume Damiand, Rocío González-Díaz
2016 B conf
Persistent homology-based gait recognition robust to upper body variations.
ICPR
Javier Lamar-León, Raul Alonso Baryolo, Edel B. García Reyes, Rocío González-Díaz
2016 — conf
Separating Topological Noise from Features Using Persistent Entropy.
STAF Workshops
Nieves Atienza, Rocío González-Díaz, Matteo Rucco
2016 J jnl
Separating Topological Noise from Features using Persistent Entropy.
CoRR
Nieves Atienza, Rocío González-Díaz, Matteo Rucco
2016 J jnl
Topology-based image segmentation using LBP pyramids.
Mach. Vis. Appl.
Martin Cerman, Ines Janusch, Rocío González-Díaz, Walter G. Kropatsch
2015 J jnl
3D well-composed polyhedral complexes.
Discret. Appl. Math.
Rocío González-Díaz, María José Jiménez, Belén Medrano
2015 J jnl
A new topological entropy-based approach for measuring similarities among piecewise linear functions.
CoRR
Matteo Rucco, Rocío González-Díaz, María José Jiménez, Nieves Atienza, Cristina Cristalli, Enrico Concettoni, Andrea Ferrante, Emanuela Merelli
2015 J jnl
An entropy-based persistence barcode.
Pattern Recognit.
Harish Chintakunta, Thanos Gentimis, Rocío González-Díaz, María José Jiménez, Hamid Krim
2015 — conf
LBP and Irregular Graph Pyramids.
CAIP (2)
Martin Cerman, Rocío González-Díaz, Walter G. Kropatsch
2015 J jnl
Preface.
Discret. Appl. Math.
David Coeurjolly, Rocío González-Díaz, María José Jiménez
2015 C conf
Spatiotemporal Barcodes for Image Sequence Analysis.
IWCIA
Rocío González-Díaz, María José Jiménez, Belén Medrano
2014 J jnl
3D Well-composed Polyhedral Complexes.
CoRR
Rocío González-Díaz, María José Jiménez, Belén Medrano
2014 J jnl
Computing Cup Products in Z
Found. Comput. Math.
Rocío González-Díaz, Javier Lamar, Ronald Umble
2014 C conf
Gait-Based Carried Object Detection Using Persistent Homology.
CIARP
Javier Lamar-León, Raul Alonso Baryolo, Edel B. García Reyes, Rocío González-Díaz
2014 J jnl
Removal and Contraction Operations in nD Generalized Maps for Efficient Homology Computation.
CoRR
Guillaume Damiand, Rocío González-Díaz, Samuel Peltier
2014 — conf
Topological Features for Monitoring Human Activities at Distance.
AMMDS
Javier Lamar-León, Raul Alonso Baryolo, Edel B. García Reyes, Rocío González-Díaz
2013 — ed.
Discrete Geometry for Computer Imagery - 17th IAPR International Conference, DGCI 2013, Seville, Spain, March 20-22, 2013. Proceedings
DGCI
Rocío González-Díaz, María José Jiménez, Belén Medrano
2013 — conf
Gait-Based Gender Classification Using Persistent Homology.
CIARP (2)
Javier Lamar-León, Andrea Cerri, Edel B. García Reyes, Rocío González-Díaz
2013 — conf
Towards Minimal Barcodes.
GbRPR
Rocío González-Díaz, María José Jiménez, Hamid Krim
2012 J jnl
Computational Topology in Image Context.
Pattern Recognit. Lett.
Rocío González-Díaz, Pedro Real Jurado
2012 C conf
Human Gait Identification Using Persistent Homology.
CIARP
Javier Lamar-León, Edel B. García Reyes, Rocío González-Díaz
2012 J jnl
On the Z/2-Cohomology of 3D Polyhedral Approximations
CoRR
Rocío González-Díaz, Javier Lamar, Ronald Umble
2012 — conf
Removal Operations in nD Generalized Maps for Efficient Homology Computation.
CTIC
Guillaume Damiand, Rocío González-Díaz, Samuel Peltier
2011 J jnl
A Tool for Integer Homology Computation: Lambda-At Model
CoRR
Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real
2011 J jnl
Chain Homotopies for Object Topological Representations
CoRR
Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real
2011 J jnl
Cubical Cohomology Ring of 3D Photographs
CoRR
Rocío González-Díaz, María José Jiménez, Belén Medrano
2011 J jnl
Cubical cohomology ring of 3D photographs.
Int. J. Imaging Syst. Technol.
Rocío González-Díaz, María José Jiménez, Belén Medrano
2011 C conf
Cup Products on Polyhedral Approximations of 3D Digital Images.
IWCIA
Rocío González-Díaz, Javier Lamar, Ronald Umble
2011 — conf
Incremental-Decremental Algorithm for Computing AT-Models and Persistent Homology.
CAIP (1)
Rocío González-Díaz, Adrian Ion, María José Jiménez, Regina Poyatos
2011 J jnl
Invariant Representative Cocycles of Cohomology Generators using Irregular Graph Pyramids
CoRR
Rocío González-Díaz, Adrian Ion, Mabel Iglesias Ham, Walter G. Kropatsch
2011 J jnl
Invariant representative cocycles of cohomology generators using irregular graph pyramids.
Comput. Vis. Image Underst.
Rocío González-Díaz, Adrian Ion, Mabel Iglesias Ham, Walter G. Kropatsch
2011 J jnl
On the Cohomology of 3D Digital Images
CoRR
Rocío González-Díaz, Pedro Real
2011 — conf
Well-Composed Cell Complexes.
DGCI
Rocío González-Díaz, María José Jiménez, Belén Medrano
2009 J jnl
A tool for integer homology computation: lambda-AT-model.
Image Vis. Comput.
Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real
2009 J jnl
Chain homotopies for object topological representations.
Discret. Appl. Math.
Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real
2009 — conf
Cohomology Ring of 3D Cubical Complexes.
IWCIA Special Track on Applications
Rocío González-Díaz, María José Jiménez, Belén Medrano
2009 — conf
Irregular Graph Pyramids and Representative Cocycles of Cohomology Generators.
GbRPR
Rocío González-Díaz, Adrian Ion, Mabel Iglesias Ham, Walter G. Kropatsch
2008 C conf
Integral Operators for Computing Homology Generators at Any Dimension.
CIARP
Rocío González-Díaz, María José Jiménez, Belén Medrano, Helena Molina-Abril, Pedro Real
2007 C conf
A Graph-with-Loop Structure for a Topological Representation of 3D Objects.
CAIP
Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real
2007 — conf
Extending the Notion of AT-Model for Integer Homology Computation.
GbRPR
Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real
2006 — conf
Reusing Integer Homology Information of Binary Digital Images.
DGCI
Rocío González-Díaz, Belén Medrano, Javier Sánchez-Peláez, Pedro Real
2006 B conf
Simplicial Perturbation Techniques and Effective Homology.
CASC
Rocío González-Díaz, Belén Medrano, Javier Sánchez-Peláez, Pedro Real
2005 B conf
Algebraic Topological Analysis of Time-Sequence of Digital Images.
CASC
Rocío González-Díaz, Belén Medrano, Pedro Real, Javier Sánchez-Peláez
2005 J jnl
On the cohomology of 3D digital images.
Discret. Appl. Math.
Rocío González-Díaz, Pedro Real
2005 J jnl
Simplification techniques for maps in simplicial topology.
J. Symb. Comput.
Rocío González-Díaz, Pedro Real
2003 — conf
Towards Digital Cohomology.
DGCI
Rocío González-Díaz, Pedro Real
1999 B conf
Computing Cocycles on Simplicial Complexes.
CASC
Rocío González-Díaz, Pedro Real