Rocío González-Díaz

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 48

Top Topics

Emotion Recognition

Top Venues

Publications

Víctor Toscano-Durán, Javier Perera-Lago, Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Matteo Rucco
An In-Depth Analysis of Data Reduction Methods for Sustainable Deep Learning. CoRR (2024)
Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo
SIMAP: A simplicial-map layer for neural networks. CoRR (2024)
Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel Angel Gutiérrez-Naranjo
Trainable and explainable simplicial map neural networks. Inf. Sci. 667 (2024)
Javier Lamar-León, Raúl Alonso Baryolo, Edel B. García Reyes, Rocío González-Díaz, Pedro Salgueiro
Abandoned Object Detection Using Persistent Homology. CIARP (2023)
Rocío González-Díaz, M. Soriano-Trigueros, Alvaro Torras-Casas
Partial matchings induced by morphisms between persistence modules. Comput. Geom. 112 (2023)
Álvaro Torras-Casas, Eduardo Paluzo-Hidalgo, Rocío González-Díaz
A Topological Approach to Measuring Training Data Quality. CoRR (2023)
Darshan Batavia, Rocío González-Díaz, Walter G. Kropatsch
A Step Towards Learning Contraction Kernels for Irregular Image Pyramid. ICPRAM (2022)
Rocío González-Díaz, Miguel A. Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo
Topology-based representative datasets to reduce neural network training resources. Neural Comput. Appl. 34 (17) (2022)
Nicolas Boutry, Rocío González-Díaz, María José Jiménez, Eduardo Paluzo-Hidalgo
Strong Euler well-composedness. J. Comb. Optim. 44 (4) (2022)
Nicolas Boutry, Rocío González-Díaz, Laurent Najman, Thierry Géraud
Continuous Well-Composedness Implies Digital Well-Composedness in n-D. J. Math. Imaging Vis. 64 (2) (2022)
Rocío González-Díaz, Darshan Batavia, Rocío M. Casablanca, Walter G. Kropatsch
Characterizing slope regions. J. Comb. Optim. 44 (4) (2022)
Eduardo Paluzo-Hidalgo, Guillermo Aguirre-Carrazana, Rocío González-Díaz
Emotion recognition in talking-face videos using persistent entropy and neural networks. CoRR (2021)
Rocío González-Díaz, Manuel Soriano-Trigueros
Persistence Partial Matchings Induced by Morphisms between Persistence Modules. CoRR (2021)
Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel A. Gutiérrez-Naranjo, Jónathan Heras
Optimizing the Simplicial-Map Neural Network Architecture. J. Imaging 7 (9) (2021)
Nicolas Boutry, Rocío González-Díaz, Laurent Najman, Thierry Géraud
A 4D Counter-Example Showing that DWCness Does Not Imply CWCness in nD. IWCIA (2020)
Darshan Batavia, Rocío González-Díaz, Walter G. Kropatsch
Image = Structure + Few Colors. S+SSPR (2020)
Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel A. Gutiérrez-Naranjo
Two-hidden-layer feed-forward networks are universal approximators: A constructive approach. Neural Networks 131 (2020)
Nieves Atienza, Rocío González-Díaz, Manuel Soriano-Trigueros
On the stability of persistent entropy and new summary functions for topological data analysis. Pattern Recognit. 107 (2020)
Nicolas Boutry, Rocío González-Díaz, Maria Jose Jimenez, Eduardo Paluzo-Hidalgo
Euler Well-Composedness. IWCIA (2020)
Guillaume Damiand, Eduardo Paluzo-Hidalgo, Ryan Slechta, Rocío González-Díaz
Approximating lower-star persistence via 2D combinatorial map simplification. Pattern Recognit. Lett. 131 (2020)
Guillaume Damiand, Rocío González-Díaz
Persistent Homology Computation Using Combinatorial Map Simplification. CTIC (2019)
Rocío González-Díaz, Miguel A. Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo
Two-hidden-layer Feedforward Neural Networks are Universal Approximators: A Constructive Approach. CoRR (2019)
Rocío González-Díaz, Miguel A. Gutiérrez-Naranjo, Eduardo Paluzo-Hidalgo
Representative Datasets: The Perceptron Case. CoRR (2019)
Eduardo Paluzo-Hidalgo, Rocío González-Díaz, Miguel A. Gutiérrez-Naranjo
Towards a Philological Metric through a Topological Data Analysis Approach. CoRR (2019)
Javier Lamar-León, Rocío González-Díaz, Edel B. García Reyes
Topological signature for periodic motion recognition. CoRR (2019)
Walter G. Kropatsch, Rocío M. Casablanca, Darshan Batavia, Rocío González-Díaz
Computing and Reducing Slope Complexes. CTIC (2019)
Nicolas Boutry, Rocío González-Díaz, María José Jiménez
One More Step Towards Well-Composedness of Cell Complexes over nD Pictures. DGCI (2019)
Rocío González-Díaz, Eduardo Paluzo-Hidalgo, José F. Quesada
Towards Emotion Recognition: A Persistent Entropy Application. CTIC (2019)
Walter G. Kropatsch, Rocío M. Casablanca, Darshan Batavia, Rocío González-Díaz
On the Space Between Critical Points. DGCI (2019)
Nicolas Boutry, Rocío González-Díaz, María José Jiménez
Weakly well-composed cell complexes over nD pictures. Inf. Sci. 499 (2019)
Nieves Atienza, Rocío González-Díaz, Matteo Rucco
Persistent entropy for separating topological features from noise in vietoris-rips complexes. J. Intell. Inf. Syst. 52 (3) (2019)
Darshan Batavia, Walter G. Kropatsch, Rocío M. Casablanca, Rocío González-Díaz
Congratulations! Dual Graphs Are Now Orientated! GbRPR (2019)
Nieves Atienza, Rocío González-Díaz, M. Soriano-Trigueros
A new entropy based summary function for topological data analysis. Electron. Notes Discret. Math. 68 (2018)
Nieves Atienza, Rocío González-Díaz, M. Soriano-Trigueros
On the stability of persistent entropy and new summary functions for TDA. CoRR (2018)
Rocío González-Díaz, María José Jiménez, Belén Medrano
Topological Tracking of Connected Components in Image Sequences. CoRR (2018)
Rocío González-Díaz, Eduardo Paluzo-Hidalgo, Miguel A. Gutiérrez-Naranjo
Representative datasets for neural networks. Electron. Notes Discret. Math. 68 (2018)
Rocío González-Díaz, Eduardo Paluzo-Hidalgo, José F. Quesada
Towards Emotion Recognition: A Persistent Entropy Application. CoRR (2018)
Rocío González-Díaz, Maria Jose Jimenez, Belén Medrano
Topological tracking of connected components in image sequences. J. Comput. Syst. Sci. 95 (2018)
Rocío González-Díaz, Maria Jose Jimenez, Belén Medrano
Efficiently Storing Well-Composed Polyhedral Complexes Computed Over 3D Binary Images. J. Math. Imaging Vis. 59 (1) (2017)
Matteo Rucco, Rocío González-Díaz, Maria Jose Jimenez, Nieves Atienza, Cristina Cristalli, Enrico Concettoni, Andrea Ferrante, Emanuela Merelli
A new topological entropy-based approach for measuring similarities among piecewise linear functions. Signal Process. 134 (2017)
Nieves Atienza, Rocío González-Díaz, Matteo Rucco
Persistent Entropy for Separating Topological Features from Noise in Vietoris-Rips Complexes. CoRR (2017)
Javier Lamar-León, Raul Alonso Baryolo, Edel B. García Reyes, Rocío González-Díaz
Persistent-homology-based gait recognition. CoRR (2017)
Nieves Atienza, Rocío González-Díaz, Matteo Rucco
Separating Topological Noise from Features Using Persistent Entropy. STAF Workshops (2016)
Guillaume Damiand, Rocío González-Díaz
Parallel Homology Computation of Meshes. CTIC (2016)
Nieves Atienza, Rocío González-Díaz, Matteo Rucco
Separating Topological Noise from Features using Persistent Entropy. CoRR (2016)
Rocío González-Díaz, Maria Jose Jimenez, Belén Medrano
Encoding Specific 3D Polyhedral Complexes Using 3D Binary Images. DGCI (2016)
Martin Cerman, Ines Janusch, Rocío González-Díaz, Walter G. Kropatsch
Topology-based image segmentation using LBP pyramids. Mach. Vis. Appl. 27 (8) (2016)
Javier Lamar-León, Raul Alonso Baryolo, Edel B. García Reyes, Rocío González-Díaz
Persistent homology-based gait recognition robust to upper body variations. ICPR (2016)
David Coeurjolly, Rocío González-Díaz, María José Jiménez
Preface. Discret. Appl. Math. 183 (2015)
Harish Chintakunta, Thanos Gentimis, Rocío González-Díaz, Maria Jose Jimenez, Hamid Krim
An entropy-based persistence barcode. Pattern Recognit. 48 (2) (2015)
Matteo Rucco, Rocío González-Díaz, María José Jiménez, Nieves Atienza, Cristina Cristalli, Enrico Concettoni, Andrea Ferrante, Emanuela Merelli
A new topological entropy-based approach for measuring similarities among piecewise linear functions. CoRR (2015)
Martin Cerman, Rocío González-Díaz, Walter G. Kropatsch
LBP and Irregular Graph Pyramids. CAIP (2) (2015)
Rocío González-Díaz, Maria Jose Jimenez, Belén Medrano
Spatiotemporal Barcodes for Image Sequence Analysis. IWCIA (2015)
Rocío González-Díaz, María José Jiménez, Belén Medrano
3D well-composed polyhedral complexes. Discret. Appl. Math. 183 (2015)
Guillaume Damiand, Rocío González-Díaz, Samuel Peltier
Removal and Contraction Operations in nD Generalized Maps for Efficient Homology Computation. CoRR (2014)
Javier Lamar-León, Raul Alonso Baryolo, Edel B. García Reyes, Rocío González-Díaz
Topological Features for Monitoring Human Activities at Distance. AMMDS (2014)
Javier Lamar-León, Raul Alonso Baryolo, Edel B. García Reyes, Rocío González-Díaz
Gait-Based Carried Object Detection Using Persistent Homology. CIARP (2014)
Rocío González-Díaz, María José Jiménez, Belén Medrano
3D Well-composed Polyhedral Complexes. CoRR (2014)
Rocío González-Díaz, Javier Lamar, Ronald Umble
-Cohomology of 3D Polyhedral Complexes. Found. Comput. Math. 14 (4) (2014)
Javier Lamar-León, Andrea Cerri, Edel B. García Reyes, Rocío González-Díaz
Gait-Based Gender Classification Using Persistent Homology. CIARP (2) (2013)
Rocío González-Díaz, María José Jiménez, Hamid Krim
Towards Minimal Barcodes. GbRPR (2013)
Rocío González-Díaz, Pedro Real Jurado
Computational Topology in Image Context. Pattern Recognit. Lett. 33 (11) (2012)
Javier Lamar-León, Edel B. García Reyes, Rocío González-Díaz
Human Gait Identification Using Persistent Homology. CIARP (2012)
Rocío González-Díaz, Javier Lamar, Ronald Umble
On the Z/2-Cohomology of 3D Polyhedral Approximations CoRR (2012)
Guillaume Damiand, Rocío González-Díaz, Samuel Peltier
Removal Operations in nD Generalized Maps for Efficient Homology Computation. CTIC (2012)
Rocío González-Díaz, María José Jiménez, Belén Medrano
Cubical Cohomology Ring of 3D Photographs CoRR (2011)
Rocío González-Díaz, Pedro Real
On the Cohomology of 3D Digital Images CoRR (2011)
Rocío González-Díaz, María José Jiménez, Belén Medrano
Well-Composed Cell Complexes. DGCI (2011)
Rocío González-Díaz, Adrian Ion, Mabel Iglesias Ham, Walter G. Kropatsch
Invariant representative cocycles of cohomology generators using irregular graph pyramids. Comput. Vis. Image Underst. 115 (7) (2011)
Rocío González-Díaz, Javier Lamar, Ronald Umble
Cup Products on Polyhedral Approximations of 3D Digital Images. IWCIA (2011)
Rocío González-Díaz, María José Jiménez, Belén Medrano
Cubical cohomology ring of 3D photographs. Int. J. Imaging Syst. Technol. 21 (1) (2011)
Rocío González-Díaz, Adrian Ion, María José Jiménez, Regina Poyatos
Incremental-Decremental Algorithm for Computing AT-Models and Persistent Homology. CAIP (1) (2011)
Rocío González-Díaz, Adrian Ion, Mabel Iglesias Ham, Walter G. Kropatsch
Invariant Representative Cocycles of Cohomology Generators using Irregular Graph Pyramids CoRR (2011)
Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real
Chain Homotopies for Object Topological Representations CoRR (2011)
Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real
A Tool for Integer Homology Computation: Lambda-At Model CoRR (2011)
Rocío González-Díaz, Adrian Ion, Mabel Iglesias Ham, Walter G. Kropatsch
Irregular Graph Pyramids and Representative Cocycles of Cohomology Generators. GbRPR (2009)
Rocío González-Díaz, María José Jiménez, Belén Medrano
Cohomology Ring of 3D Cubical Complexes. IWCIA Special Track on Applications (2009)
Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real
Chain homotopies for object topological representations. Discret. Appl. Math. 157 (3) (2009)
Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real
A tool for integer homology computation: lambda-AT-model. Image Vis. Comput. 27 (7) (2009)
Rocío González-Díaz, María José Jiménez, Belén Medrano, Helena Molina-Abril, Pedro Real
Integral Operators for Computing Homology Generators at Any Dimension. CIARP (2008)
Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real
A Graph-with-Loop Structure for a Topological Representation of 3D Objects. CAIP (2007)
Rocío González-Díaz, María José Jiménez, Belén Medrano, Pedro Real
Extending the Notion of AT-Model for Integer Homology Computation. GbRPR (2007)
Rocío González-Díaz, Belén Medrano, Javier Sánchez-Peláez, Pedro Real
Simplicial Perturbation Techniques and Effective Homology. CASC (2006)
Rocío González-Díaz, Belén Medrano, Javier Sánchez-Peláez, Pedro Real
Reusing Integer Homology Information of Binary Digital Images. DGCI (2006)
Rocío González-Díaz, Pedro Real
Simplification techniques for maps in simplicial topology. J. Symb. Comput. 40 (4-5) (2005)
Rocío González-Díaz, Pedro Real
On the cohomology of 3D digital images. Discret. Appl. Math. 147 (2-3) (2005)
Rocío González-Díaz, Belén Medrano, Pedro Real, Javier Sánchez-Peláez
Algebraic Topological Analysis of Time-Sequence of Digital Images. CASC (2005)
Rocío González-Díaz, Pedro Real
Towards Digital Cohomology. DGCI (2003)
Rocío González-Díaz, Pedro Real
Computing Cocycles on Simplicial Complexes. CASC (1999)