Publications

Project Publications

  • Díaz-del-Río, F., Sanchez-Cuevas, P., Molina-Abril, H., Real, P., Moron-Fernández, M.J (2021):
    Building Hierarchical Tree Representations Using Homological-Based Tools. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 13053 LNCS, pp. 120–130. DOI
  • Sánchez-Cuevas P., Díaz-del-Río F., Molina-Abril H., Real P. (2021):
    A Topologically Consistent Color Digital Image Representation by a Single Tree. In: Tavares et al (eds) Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. CIARP 2021. Lecture Notes in Computer Science, vol 12702, pp. 479-488. Springer, Cham. DOI
  • Sánchez-Cuevas P., Díaz-del-Río F., Cagigas Muñiz D., Guisado Lizar J.L., Fernández Morón M.J, Real P.:
    Versatilidad y eficiencia de los autómatas celulares para la simulación y análisis de sistemas complejos en ingeniería. En: Sinergías en la Investigación en Stem. Ed: A.M Beltrán y M. Félix. 3Ciencia, Pág: 75-79, 2022. ISBN: 978-84-123872-6-1. DOI.
  • Diaz-del-Rio F., Cagigas-Muñiz D., Guisado-Lizar J.L. and Sevillano-Ramos J.L.:
    Efficient Parallel Implementation of Cellular Automata and Stencil Computations in Current Processors. In Advances in Computing, Informatics, Networking and Cybersecurity. Series volume 289. Springer International Publishing, 2022. ISBN 978-3-030-87048-5.
  • García Suárez A., Guisado Lizar J.L, Diaz del Rio, F., Jimenez Morales F.P.:
    A Cellular Automata Agent-Based Hybrid Simulation Tool to Analyze the Deployment of Electric Vehicle Charging Stations. Sustainability. 2021. Vol. 13. Núm. 5421.DOI
  • Cascado-Caballero, Daniel; Díaz-del-Río, Fernando; Cagigas-Muñiz, Daniel; Ríos-Navarro, Antonio; Guisado-Lizar, José-Luis; Pérez-Hurtado, Ignacio; Riscos-Núñez, Agustín:
    MAREX: A general purpose hardware architecture for membrane computing. INFORMATION SCIENCES (0020-0255 / 1872-6291) Año de Publicación: 2022 Volumen: 584 . Páginas: 360 – 386. Acceso abierto: Vía híbrida DOI
  • Pablo Sánchez-Cuevas, Fernando Díaz-del-Río, Helena Molina-Abril, Pedro Real:
    A Topologically Consistent Color Digital Image Representation by a Single Tree. CIARP PORTO. 25th Iberoamerican Congress on Pattern Recognition. 10 - 13 May 2021. Porto, Portugal
  • Fernando Díaz-del-Río, Pablo Sánchez-Cuevas, Helena Molina-Abril, Pedro Real, María José Morón-Fernández:
    Building Hierarchical Tree Representations Using Homological-Based Tools CAIP2021: The 19th International Conference on Computer Analysis of Images and Patterns. 27 September – 01 October 2021. Virtual conference.
  • Pablo Sánchez-Cuevas, Fernando Díaz-del-Río, Pedro Real, Helena Molina-Abril:
    A representation of the topological complexity of a 2D binary digital image using Homological Spanning Forests. Special Session on Combinatorial and Geometric Problems in Imaging Sciences ISAIM 2022. International Symposium on Artificial Intelligence and Mathematics. Fort Lauderdale, FL. January 3–5, 2022.
  • P. Sánchez-Cuevas, F. Díaz-del-Río, P. Real, H. Molina-Abril, D. Onchis, S. Blanco:
    Parallel Setup for computing the Homological Region Adjacency Tree of a 3D binary image. Special Session on Combinatorial and Geometric Problems in Imaging Sciences, ISAIM 2022. International Symposium on Artificial Intelligence and Mathematics. Fort Lauderdale, FL. January 3–5, 2022.
  • Sanchez-Cuevas, P., Real, P., Díaz-del-Río, F., Molina-Abril, H., Moron-Fernández, M.J.
    (2022). On the Topological Disparity Characterization of Square-Pixel Binary Image Data by a Labeled Bipartite Graph. In: Pinho, A.J., Georgieva, P., Teixeira, L.F., Sánchez, J.A. (eds) Pattern Recognition and Image Analysis. IbPRIA 2022. Lecture Notes in Computer Science, vol 13256. Springer, Cham. https://doi.org/10.1007/978-3-031-04881-4_41
  • Sánchez-Cuevas, P., Díaz-del-Río, F., Molina-Abril, H., Real, P.
    (2021). A Topologically Consistent Color Digital Image Representation by a Single Tree. In: Tavares, J.M.R.S., Papa, J.P., González Hidalgo, M. (eds) Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications. CIARP 2021. Lecture Notes in Computer Science(), vol 12702. Springer, Cham. https://doi.org/10.1007/978-3-030-93420-0_45
  • Diaz-del-Rio, Fernando, Pablo Sanchez-Cuevas, Pablo Iñigo-Blasco, and J. L. Sevillano-Ramos.
    2022. "Improving Tracking of Trajectories through Tracking Rate Regulation: Application to UAVs" Sensors 22, no. 24: 9795. https://doi.org/10.3390/s22249795
  • Daniel Cagigas-Muñiz, Fernando Diaz-del-Rio, Jose Luis Sevillano-Ramos, Jose-Luis Guisado-Lizar,
    Efficient simulation execution of cellular automata on GPU, Simulation Modelling Practice and Theory, Volume 118, 2022, 102519, ISSN 1569-190X, https://doi.org/10.1016/j.simpat.2022.102519.
  • Diaz-del-Rio, F., Cagigas-Muñiz, D., Guisado-Lizar, J.L., Sevillano-Ramos, J.L. (2022).
    Efficient Parallel Implementation of Cellular Automata and Stencil Computations in Current Processors. In: Nicopolitidis, P., Misra, S., Yang, L.T., Zeigler, B., Ning, Z. (eds) Advances in Computing, Informatics, Networking and Cybersecurity. Lecture Notes in Networks and Systems, vol 289. Springer, Cham. https://doi.org/10.1007/978-3-030-87049-2_4
  • P Sanchez-Cuevas, Fernando Dıaz-del-Rıo, Antonio Rıos-Navarro y Daniel y Casanueva-Morato.
    Modelo de predicción de direcciones basado en búfferes dinámicos y SVM. XXXIII Jornadas de Paralelismo. SARTECO 2023. Ciudad Real (SPAIN)
  • Pablo Sánchez Cuevas, Fernando Díaz del Río, Antonio Ríos Navarro and Daniel Casanueva Morato.
    Address prediction model based on dynamic buffers and SVM. JIETSII-2023 (Jornadas Investigación ETSII 2023). Sevilla (SPAIN)
  • F Díaz-del-Río, P Sanchez-Cuevas, MJ Moron-Fernández, D Cascado-Caballero , H Molina-Abril, P Real.
    Fully Parallel Homological Region Adjacency Graph via Frontier Recognition. Algorithms 16 (6), 284, 2023
  • A Monterroso Muñoz, MJ Moron-Fernández, D Cascado-Caballero , F Diaz-del-Rio, P Real.
    Autonomous Underwater Vehicles: Identifying Critical Issues and Future Perspectives in Image Acquisition. Sensors 23 (10), 4986, 1, 2023
  • F Diaz-del-Rio, P Sanchez-Cuevas, P Iñigo-Blasco, JL Sevillano-Ramos.
    Improving Tracking of Trajectories through Tracking Rate Regulation: Application to UAVs. Sensors 22 (24), 9795, 1, 2022

Related Publications

  • Blanco Trejo, Sergio, Alemán, Claudio, Diaz del Rio, Fernando, Real, Pedro:
    Fractal Topological Analysis for 2D Binary Digital Images. En: Mathematics in Computer Science. 2019. DOI
  • Real, Pedro, Diaz del Rio, Fernando, Onchis Moaca, Darian:
    Labeling Color 2D Digital Images in Theoretical Near Logarithmic Time. En: Lecture Notes in Computer Science. 2017. Vol. 10425. Pag. 391-402. DOI
  • Gonzalez, Aldo, Mari, Jean Luc, Bac, Alexandra, Real, Pedro:
    Allowing cycles in Discrete Morse Theory. En: Topology and its Applications. 2017. Vol. 228. Pag. 1-35. DOI
  • Real, Pedro, Onchis Moaca, Darian, Istin, Codruta:
    Space-variant gabor decomposition for filtering 3D medical images. En: Lecture Notes in Computer Science. 2017. Vol. 10425. Pag. 455-461. DOI
  • Real, Pedro, Silva Gallardo, Beatriz:
    El proyecto educativo Fran-k-image (periodo 2014-2016). En: Image-A. 2016. Vol. VI. Núm. 11. Pag. 1-12
  • Dahrabou, Asmae, Viseur, Sophie, González Lorenzo, Aldo, Rohmer, Jérémy, Bac, Alexandra, et. al.: Topological comparisons of fluvial reservoir rock volumes using Betti numbers: Application to Co2 storage uncertainty analysis. En: Lecture Notes in Computer Science. 2016. Vol. 9667. Pag. 101-112. DOI
  • Diaz del Rio, Fernando, Real, Pedro, Onchis Moaca, Darian:
    A parallel implementation for computing the region-adjacency-tree of a segmentation of a 2D digital image. En: Lecture Notes in Computer Science. 2016. Vol. 9555. Pag. 98-109. DOI
  • Onchis Moaca, Darian, Zappalá, Simone, Gotja, Laura Smaranda, Real, Pedro, Pricop, Marius:Detection of the mandibular canal in orthopantomography using a Gabor-filtered anisotropic generalized Hough transform. En: Pattern Recognition Letters. 2016. Vol. 83. Pag. 85-90. DOI
  • Real, Pedro, Onchis Moaca, Darian, Molina Abril, Helena, Gaianu, Mihail:
    Editorial: Special Issue on GeToHa. En: Pattern Recognition Letters. 2016. Vol. 83. Pag. 1-2. DOI
  • Onchis Moaca, Darian, Real, Pedro: On homotopy continuation for speech restoration. En: Lecture Notes in Computer Science. 2016. Vol. 9667. Pag. 152-156. DOI
  • Diaz del Rio, Fernando, Real, Pedro, Onchis Moaca, Darian:
    A parallel Homological Spanning Forest framework for 2D topological image analysis. En: Pattern Recognition Letters. 2016. Vol. 83. Pag. 49-58. DOI
  • Reina Molina, Raúl, Díaz Pernil, Daniel, Real, Pedro, Berciano Alcaraz, Ainhoa:
    Effective homology of k-D digital objects (partially) calculated in parallel. En: Pattern Recognition Letters. 2016. Vol. 83. Pag. 59-66. DOI
  • Gonzalez, Aldo, Juda, Mateusz, Bac, Alexandra, Mari, Jean Luc, Real, Pedro:
    Fast, simple and separable computation of Betti numbers on three-dimensional cubical complexes. En: Lecture Notes in Computer Science. 2016. Vol. 9667. Pag. 130-139. DOI
  • Gonzalez, Aldo, Bac, Alexandra, Mari, Jean Luc, Real, Pedro:
    Two measures for the homology groups of binary volumes. En: Lecture Notes in Computer Science. 2016. Vol. 9647. Pag. 154-165. DOI
  • Molina Abril, Helena, Diaz del Rio, Fernando, Guerrero Lebrero, María de la Paz, Real, Pedro, Barcena Gonzalez, Guillermo, et. al.: Topological Homogeneity for Electron Microscopy Images. Pag. 166-178. En: Computational Topology in Image Context: 7th International Workshop, CTIC 2019, Málaga, Spain, January 24-25, 2019, Proceedings. Springer International Publishing. 2019. ISBN 978-3-030-10827-4
  • Real, Pedro, Molina Abril, Helena, Diaz del Rio, Fernando, Onchis Moaca, Darian:
    Enhanced Parallel Generation of Tree Structures for the Recognition of 3D Images. Pag. 292-301. En: Pattern Recognition: 11th Mexican Conference, MCPR 2019, Querétaro, Mexico, June 26¿29, 2019, Proceedings (Lecture Notes in Computer Science). Springer. 2019. ISBN 3030210766
  • Real, Pedro, Diaz del Rio, Fernando, Onchis Moaca, Darian:
    Toward Parallel Computation of Dense Homotopy Skeletons for nD Digital Objects. Pag. 142-155. En: Combinatorial Image Analysis. Springer International Publishing. 2017
  • Real, Pedro, Onchis Moaca, Darian, Istin, Codruta:
    Double Hough Transform for Estimating the Position of the Mandibular Canal in Dental Radiographs. Pag. 317-327. En: Springer Proceedings in Mathematics and Statistics (PROMS),Kotsireas I., Martínez-Moro E. (eds) Applications of Computer Algebra. ACA 2015. vol. 198. Springer, Cham. 2017
  • Generating (co)homological information using boundary scale. Pattern Recognition Letters 2020-05. DOI
  • Parallel connected-Component-Labeling based on homotopy trees. Pattern Recognition Letters 2020-03. DOI
  • Developing Efficient Discrete Simulations on Multicore and GPU Architectures Electronics 2020-01-19. DOI
  • Towards a cloud-based automated surveillance system using wireless technologies. Multimedia Systems. 2019-10-04. DOI
  • Homological Region Adjacency Tree for a 3D Binary Digital Image via HSF Model. DOI
  • Graphics Processing Unit-Enhanced Genetic Algorithms for Solving the Temporal Dynamics of Gene Regulatory Networks. Evolutionary Bioinformatics 2018. DOI
  • Editorial of the special issue TIAR: Topological image analysis and recognition. Pattern Recognition Letters. DOI
  • CDrift: An Algorithm to Correct Linear Drift From A Single High-Resolution STEM Image. Microscopy and Microanalysis 2020-07-24. DOI
  • Timely-Automatic Procedure for Estimating the Endocardial Limits of the Left Ventricle Assessed Echocardiographically in Clinical Practice. Diagnostics 2020-01-13. DOI
  • Computational Topology in Image Context. Lecture Notes in Computer Science2019. DOI
  • Computing the component-labeling and the adjacency tree of a binary digital image in near logarithmic-time. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019. DOI
  • Enhanced Parallel Generation of Tree Structures for the Recognition of 3D Images. Lecture Notes in Computer Science 2019. DOI
  • Fractal Topological Analysis for 2D Binary Digital ImagesMathematics in Computer Science 2019. DOI
  • Generating second order (co)homological information within at-model context. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019. DOI
  • Refined Deep Learning for Digital Objects Recognition via Betti Invariants. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019. DOI
  • Topological homogeneity for electron microscopy images. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019. DOI
  • Numerical stability of spline-based Gabor-like systemsEuropean Signal Processing Conference 2018. DOI

Other related publications

  • Alberto Monterroso Muñoz.:
    Master's Thesis. Análisis topológico escala-espacio local-global de un grafo de fisiopatología COVID-19. Tutors: Helena Molina Abril /Pedro Real Jurado. Dpt. Matemática Aplicada I. Univ. de Sevilla. Septiembre, 2021.
  • Javier Castillo Delgado:
    Master's Thesis: Topological Contour Compression. Tutores: Miguel Angel Martínez del Amor y Pedro Real Jurado. Dpto de Ciencias de la Computacion. Univ. Sevilla, Junio 2020.
  • Open Access application:
    https://github.com/danicas1971/MAREX-SIM . A simulator for a new membrane processor architecture, made by RTC-Lab at University of Seville, and in collaboration with the Research Group "Research Group on Natural Computing, Department of Computer Science and Artificial Intelligence", Universidad de Sevilla, Seville, Spain. This software is related with the paper: Cascado-Caballero, Daniel; Díaz-del-Río, Fernando; et al. MAREX: A general purpose hardware architecture for membrane computing.
  • VHDL code for FPGAs, open Access:
    https://github.com/jarios86/marex . This is the VHDL code for the new membrane processor architecture, made by RTC-Lab at University of Seville, and in collaboration with the Research Group "Research Group on Natural Computing, Department of Computer Science and Artificial Intelligence", Universidad de Sevilla, Seville, Spain. This software is related with the paper: Cascado-Caballero, Daniel; Díaz-del-Río, Fernando; et al. MAREX: A general purpose hardware architecture for membrane computing.

Related Ph.D

  • Gonzalez, Aldo: Computational Homology Applied to Discrete Objects. Tesis Doctoral. 2016
  • Pacheco Martínez, Ana María: Extracting Cell Complexes from 4d Digital Images. Tesis Doctoral. 2012
  • Molina Abril, Helena: Homological Spanning Forest for discrete objects. Tesis Doctoral. 2012