Dr. Jesús Muñoz Cádiz

Jesús Muñoz Cádiz is a postdoctoral researcher in the Digitalization and Information Systems Group in the Department of Informatics, and a member of the Smart Living Lab. He holds a PhD in Architecture, Built Environment and Construction Engineering at the Department of Civil Engineering, Construction and Architecture (DICEA) at the Polytechnic University of Marche (Italy). From September to December 2023, he was a visiting PhD Student in the Department of Architecture at the University of the Basque Country (Spain). Earlier in his career, he was involved in several projects related to geographic information Systems (GIS) at the University of Córdoba (Spain) and the PATRICIA research unit, working with remote sensing techniques such as LiDAR, ground-penetrating radar (GPR), geomagnetic prospection, and aerial photogrammetry.

His research focuses on data structures within the Building Information Modelling (BIM) methodology, including standards and metadata schemas. He has developed a customized workflow for analyzing and managing architectural heritage using Machine Learning techniques in point clouds segmentation and clustering. His work incorporates ontological frameworks to enhance interoperability through digital environments. Additionally, he has expertise at the intersection of construction-phase documentation and modeling (Archaeology of Architecture method) and user experience design related to Roman architectural remains, medieval defensive walls, religious buildings, and Renaissance palaces across Europe.

 

Publications

  • Vasic, Iva, Muñoz-Cádiz, Jésus, Vasic, Bata. Dual-Locking Learned AI Models: A PIN-Based Sparse QIM Watermarking and Adaptive Index Permutation Approach, IEEE Transactions on Artificial Intelligence. 10.1109/TAI.2025.3636862.
  • Muñoz-Cádiz, Jesús, Vasić, Iva, Vasić, Bata. (in press). A Preliminary GIS-based Documentation of the Archaeological Landscape in the Central Balkans: Naissus as a starting point. In: M. González Nieto and J. L. Domínguez Jiménez (eds.): The Roman Road Network Through Landscape Archaeology. Córdoba: University of Córdoba, UCOPress Colección Ancian.
  • Muñoz-Cádiz, Jesús, Quattrini, Ramona, Martín-Talaverano, Rafael. (2025). AI-Driven Analysis in Point Clouds for Archaeological Documentation. In 3D Research Challenges in Cultural Heritage IV. Lecture Notes in Computer Science, vol 13577. Springer, Cham. doi.org/10.1007/978-3-031-93753-8\_6
  • Muñoz-Cádiz, Jesús, Mariotti, Chiara, Nespeca, Romina, Bolognese, Letizia. (2025). A Methodology for Integrating the CIDOC-CRMba Ontology into the IFC Schema to Support Spatial Analysis in Archaeological Heritage. Digital Applications in Archaeology and Cultural Heritage (DAACH), 37, e00431. doi.org/10.1016/j.daach.2025.e00431
  • Stevanovic, Ana, Muñoz-Cádiz, Jesús, Vasic, Bata. (2025). Robust and Blind Data Hiding: a survey of cryptographic protection methods. In: Z. Miladinovic Bogavac, N. Danilovic, M. Stankovic, R. Alves (eds.): 127th International Scientific Conference on Economic and Social Development in Bipolar and Multipolar Environment. Belgrade. https://www.esd-conference.com/past-conferences
  • Muñoz-Cádiz, Jesús, Quattrini, Ramona, Martín-Talaverano, Rafael. (2024). Scan-to-MesHBIM: Implementing knowledge about historical vaulted ceilings with open tools. TEMA, 10(2), 1-15, doi.org/10.30682/tema100015
  • Muñoz-Cádiz, J., Vasic, I., Vasic, B. (2024). Ensuring the Watermark Bits Synchronization in VR Representations Using the Hybrid Watermarking Model in the Transform Domain and 3VR Spatial Geometry Determination. In: Faculty of Business and Law, "MB" University (Eds.): Management and Law 2024: Modern Challenges in Management, Economy, Law, Security and Information Society: Book of Abstracts (p. 68). Belgrade, Serbia: Faculty of Business and Law "MB" University. https://mbuniverzitet.edu.rs/wp-content/uploads/2024/05/Z-BOOK-OF-ABSTRACTS-MELSIS-2024.pdf
  • Quattrini, Ramona, Nespeca, Romina, Mariotti, Chiara, Muñoz-Cádiz, Jesús, Clini, Paolo. (2024). Dhekalos: a digital heritage hub for competencies development and cultural institutions innovation. The International Congress on Archaeological Sciences in the Eastern Mediterranean and the Middle East (ICAS-EMME). 15-18/05/2024. The Cyprus Institute. https://icasemme.cyi.ac.cy/
  • Clini, Paolo, Mariotti, Chiara, Angeloni, Renato, Muñoz-Cádiz, Jesús. (2024). Architectural Heritage Digital Representations for Conservation Strategies, Int. Arch. Photogramm. Remote Sens. Spatial Inf. Sci., XLVIII-2/W4-2024, 111–118, doi.org/10.5194/isprs-archives-XLVIII-2-W4-2024-111-2024
  • Clini, Paolo, Muñoz-Cádiz, Jesús, Ferretti, Umberto, Jiménez, José Luís, Gonzalez Nieto, Miriam (2023). Digital Transition for Heritage Management and Dissemination: Via Flaminia and Corduba-Emerita. In: M. Cannella, A. Garozzo, S. Morena (eds.): Proceedings of the 44th International Conference of Representation Disciplines Teachers (pp. 14-16). doi.org/10.3280/oa-1016-c425
  • Monterroso-Checa, Antonio, Redondo-Villa, Alberto, Gasparini, Massimo, Hornero, Alberto, Iraci, Bernardo, Martín-Talaverano, Rafael, Moreno-Escribano, Juan Carlos, Muñoz-Cádiz, Jesús, Murillo-Fragero, José Ignacio, Obregón-Romero, Rafael, Vargas, Noël, Young, Simon J., Yuste, Raul, Zarco-Tejada, Pablo J. (2020). A Heritage Science Workflow to Preserve and Narrate a Rural Archeological Landscape Using Virtual Reality: The Cerro del Castillo of Belmez and its surrounding environment (Cordoba, Spain). Applied Sciences, 10, 8659.doi.org/10.3390/app10238659

 

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