Static Early Fusion Techniques for Visible and Thermal Images to Enhance Convolutional Neural Network Detection: A Performance Analysis
E. Heredia-Aguado, J.J. Cabrera, L.M. Jiménez, D. Valiente, A. Gil
Remote Sensing  (2025) - 17
Ed. MDPI  ISBN:2072-4292   [DOI]   [GitHub]   [BIBTEX]   [Abstract]   [Web]

(PREPRINT) MinkUNeXt-SI: Improving point cloud-based place recognition including spherical coordinates and LiDAR intensity
Judith Vilella-Cantos, Juan José Cabrera, Luis Payá, Mónica Ballesta, David Valiente
  (2025)
  [DOI]   [GitHub]   [ArXiv]   [Abstract]   [Document]

(PREPRINT) MinkUNeXt: Point Cloud-based Large-scale Place Recognition using 3D Sparse Convolutions
J.J. Cabrera, A. Santo, A. Gil, C. Viegas and L. Payá
  (2024)
Ed. PREPRINT   [DOI]   [GitHub]   [ArXiv]   [Abstract]

(PREPRINT) TE-NeXt: A LiDAR-Based 3D Sparse Convolutional Network for Traversability Estimation
A. Santo, J. J. Cabrera, D. Valiente, C. Viegas, A. Gil
arXiv preprint arXiv:2406.01395  (2024)
  [DOI]   [GitHub]   [YouTube]   [ArXiv]   [BIBTEX]   [Abstract]

An evaluation of CNN models and data augmentation techniques in hierarchical localization of mobile robots
J.J. Cabrera, O. J. Céspedes, S. Cebollada, O. Reinoso, L. Payá
Evolving Systems  (2024) - 2024
Ed. Springer-Verlag  ISSN:1868-6486   [DOI]   [GitHub]   [YouTube]   [ArXiv]   [BIBTEX]   [Document]   [Web]

An experimental evaluation of Siamese Neural Networks for robot localization using omnidirectional imaging in indoor environments
Juan José Cabrera, Vicente Román, Arturo Gil, Oscar Reinoso y Luis Payá
Artificial Intelligence Review  (2024) - Vol. 57, num. 198
Ed. Springer  ISSN:1573-7462   [DOI]   [GitHub]   [YouTube]   [ArXiv]   [BIBTEX]   [Abstract]   [Web]

(PREPRINT) Hierarchical localization with panoramic views and triplet loss functions
M. Alfaro, J. J. Cabrera, M. Flores, O. Reinoso and L. Payá
  (2024)
  [DOI]   [GitHub]   [ArXiv]   [BIBTEX]   [Abstract]   [Document]

Detection of UAVs on a collision course using optical flow
J.J. Cabrera, A. Gil, L. Payá, A. Santo, O. Reinoso, D. Rodríguez
RobCE 2024: 2024 4th International Conference on Robotics and Control Engineering  (Edinburgh United Kingdom June 27 - 29, 2024) - pp. 138–144
Ed. Association for Computing Machinery  ISBN:9798400716782   [DOI]   [YouTube]   [BIBTEX]

Triplet Neural Networks for the Visual Localization of Mobile Robots
M. Alfaro, J.J. Cabrera, L.M. Jiménez, O. Reinoso, L. Payá
21st International Conference on Informatics in Control, Automation and Robotics  (Porto, Portugal. 18-20 November, 2024) - Vol. 2, pp. 125-132
Ed. ScitePress  ISBN:978-989-758-717-7  ISSN:2184-2809   [DOI]   [Abstract]   [Document]

Analysis of Data Augmentation Techniques for Mobile Robots Localization by Means of Convolutional Neural Network
O. J. Cespedes, S. Cebollada, J.J. Cabrera, O.Reinoso, L. Paya
Artificial Intelligence, Applications and Innovations  (Leon, Spain, June 14-17, 2023) - 1, pp. 503-515
Ed. Springer  ISBN:978-3-031-34110-6  ISSN:1868-4238   [DOI]

Detección de aeronaves en trayectoria de colisión de vuelo mediante optical flow
J.J. Cabrera, A. Gil, L. Payá, O. Reinoso, D. Rodriguez
XLIV Jornadas de Automática  (Zaragoza, 6-8 Septiembre, 2023) - pp. 844-848
Ed. CEA  ISBN:978-84-9749-860-9   [DOI]   [Abstract]   [Document]

Training, Optimization and Validation of a CNN for Room Retrieval and Description of Omnidirectional Images
J. Cabrera, S. Cebollada, M. Flores, O. Reinoso, L. Payá
SN Computer Science  (2022) - 3 (271)
Ed. Springer  ISSN:2661-8907   [DOI]   [Abstract]   [Document]   [Web]

Generation and Quality Evaluation of a 360-degree View from Dual Fisheye Images
Flores, M., Valiente, D., Cabrera, J., Reinoso, O. and Payá, L
Proceedings of the 19th International Conference on Informatics in Control, Automation and Robotics  (Lisbon (Portugal), July 14-16 2022) - 434-442
Ed. SCITEPRESS – Science and Technology Publications, Lda.  ISBN:978-989-758-585-2  ISSN:2184-2809   [DOI]   [Document]

Entrenamiento, optimización y validación de una CNN para localización jerárquica mediante imágenes omnidireccionales.
J. Cabrera, S. Cebollada, M. Ballesta, L.M. Jiménez, L. Payá, O. Reinoso
XLII Jornadas de Automática  (Castellón, 1-3 de Septiembre de 2021) - 640-647
Ed. CEA  ISBN:978-84-9749-804-3   [DOI]   [Document]   [Web]

A Robust CNN Training Approach to Address Hierarchical Localization with Omnidirectional Images
J.J. Cabrera, S. Cebollada, L. Payá, M. Flores, O. Reinoso
ICINCO 2021. 18th International Conference on Informatics in Control, Automation and Robotics  (Online streaming, 6-8 July, 2021) - 302-310
Ed. SCITEPRESS - Science and Technology Publications, Lda.  ISBN:978-989-758-522-7  ISSN:2184-2809   [Abstract]   [Document]   [Web]