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]

Environment modeling and localization from datasets of omnidirectional scenes using machine learning techniques
S. Cebollada, L. Payá, A. Peidró, W. Mayol, O. Reinoso
Neural Computing and Applications  (2023) - 2023
Ed. Springer  ISSN:1433-3058   [DOI]   [Abstract]   [Document]   [Web]

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]

Solution of the forward kinematics of parallel robots based on constraint curves
A. Peidró, L. Payá, S. Cebollada, V. Román, O. Reinoso
Lecture Notes in Electrical Engineering. Informatics in Control, Automation and Robotics  (2022) - 793 (386-409)
Ed. Springer  ISBN:978-3-030-92441-6  ISSN:1876-1100   [DOI]   [Abstract]   [Document]   [Web]

A Localization Approach Based on Omnidirectional Vision and Deep Learning
S. Cebollada, L. Payá, M. Flores, V. Román, A. Peidró, O. Reinoso
Lecture Notes in Electrical Engineering. Informatics in Control, Automation and Robotics   (2022) - 793 (226-246)
Ed. Springer  ISBN:978-3-030-92441-6  ISSN:1876-1100   [DOI]   [Abstract]   [Document]   [Web]

Evaluating the Robustness of New Holistic Description Methods in Position Estimation of Mobile Robots
V. Román, L. Payá, S. Cebollada, A. Peidró, O. Reinoso
Lecture Notes in Electrical Engineering. Informatics in Control, Automation and Robotics  (2022) - 793 (207-225)
Ed. Springer  ISBN:978-3-030-92441-6  ISSN:1876-1100   [DOI]   [Abstract]   [Document]   [Web]

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]

A CNN Regression Approach to Mobile Robot Localization Using Omnidirectional Images
M. Ballesta, L. Payá, S. Cebollada, O. Reinoso, F. Murcia
Applied Sciences  (2021) - 11(16), 7521
Ed. MDPI  ISSN:2076-3417   [DOI]   [Abstract]   [Document]   [Web]

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 state-of-the-art review on mobile robotics tasks using artificial intelligence and visual data
S. Cebollada, L. Payá, M. Flores, A. Peidró, O. Reinoso
Expert Systems with applications  (2021) - 167 (2021) 114195
Ed. Elsevier  ISSN:0957-4174   [DOI]   [Abstract]   [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]

Development and use of a convolutional neural network for hierarchical appearance-based localization
S. Cebollada, L. Payá, X. Jiang, O. Reinoso
Artificial Intelligence Review  (29/09/2021) - 1-28
Ed. Springer  ISBN:1573-7462  ISSN:1573-7462   [DOI]   [Abstract]   [Document]   [Web]

Evaluating the Influence of Feature Matching on the Performance of Visual Localization with Fisheye Images
M. Flores, D. Valiente, S. Cebollada, O. Reinoso, L. Payá
ICINCO 2021. 18th International Conference on Informatics in Control, Automation and Robotics  (Online streaming, 6-8 July, 2021) - 434-441
Ed. SCITEPRESS - Science and Technology Publications, Lda.  ISBN:978-989-758-522-7  ISSN:2184-2809   [Abstract]   [Document]   [Web]

A Novel Method to Estimate the Position of a Mobile Robot in Underfloor Environments Using RGB-D Point Clouds
C. Parra, S. Cebollada, L. Payá, M. Holloway, O. Reinoso
IEEE Access  (06 January 2020) - Vol. 8, pp. 9084-9101
Ed. IEEE  ISSN:2169-3536   [DOI]   [Abstract]   [Web]

Solution of the Forward Kinematic Problem of 3UPS-PU Parallel Manipulators based on Constraint Curves
Adrián Peidró, Luis Payá, Sergio Cebollada, Vicente Román, Óscar Reinoso
ICINCO 2020: 17th Intl. Conf. On Informatics in Control, Automation and Robotics  (7-9 July 2020) - pp. 324-334
Ed. ScitePress  ISBN:978-989-758-442-8  ISSN:2184-2809   [Document]

A Deep Learning Tool to Solve Localization in Mobile Autonomous Robotics
Sergio Cebollada, Luis Payá, María Flores, Vicente Román, Adrián Peidró, Óscar Reinoso
ICINCO 2020: 17th Intl. Conf. On Informatics in Control, Automation and Robotics  (7-9 July 2020) - pp. 232-241
Ed. ScitePress  ISBN:978-989-758-442-8  ISSN:2184-2809   [Document]

An Evaluation of New Global Appearance Descriptor Techniques for Visual Localization in Mobile Robots under Changing Lighting Conditions
Vicente Román, Luis Payá, Sergio Cebollada, Adrián Peidró, Óscar Reinoso
ICINCO 2020: 17th Intl. Conf. On Informatics in Control, Automation and Robotics  (7-9 July 2020) - pp. 377-384
Ed. ScitePress  ISBN:978-989-758-442-8  ISSN:2184-2809   [Document]

Creating Incremental Models of Indoor Environments through Omnidirectional Imaging
V. Román, L. Payá, S. Cebollada, O. Reinoso
Applied Sciences  (2020) - 10(18), 6480
Ed. MDPI  ISSN:2076-3417   [DOI]   [Abstract]   [Document]   [Web]

Evaluation of Clustering Methods in Compression of Topological Models and Visual Place Recognition Using Global Appearance Descriptors
S. Cebollada, L. Payá, W. Mayol, O. Reinoso
Applied Sciences  (2019) - 9(3):377
Ed. MDPI  ISSN:2076-3417   [DOI]   [BIBTEX]   [Abstract]   [Document]   [Web]

Hierarchical Localization in Topological Models Under Varying Illumination Using Holistic Visual Descriptors
Sergio Cebollada, Luis Payá, Vicente Román, Oscar Reinoso
IEEE Access  (2019) - 7(1), 49580-49595
Ed. IEEE  ISSN:2169-3536   [DOI]   [Abstract]   [Document]   [Web]

Estudio de descriptores holísticos basados en métodos analíticos y técnicas de deep learning para localización con robots móviles
S. Cebollada, L. Payá, A. Peidró, L.M. Jiménez, O. Reinoso
Jornadas Nacionales de Robótica 2019  (Alicante (Spain), 13-14 June 2019) - pp. 1-8
Ed. CEA  ISBN:978-84-09-12133-5   [Abstract]   [Document]   [Web]

An evaluation between global appearance descriptors based on analytic methods and Deep Learning techniques for localization in Autonomous Mobile Robots
S. Cebollada, L. Paya, D. Valiente, X. Jiang, O. Reinoso
ICINCO 2019, 16th International Conference on Informatics in Control, Automation and Robotics  (Prague, Czech Republic, 29-31 July, 2019) - Volume 2, pp. 284-291
Ed. INSTICC  ISBN:978-989-758-380-3  ISSN:2184-2809   [DOI]   [Abstract]   [Document]   [Web]

Active learning program supported by online simulation applet in engineering education
D. Valiente, L. Payá, S. Fernández de Ávila, J.C. Ferrer, S. Cebollada, O. Reinoso
Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications (SIMULTECH 2019)  (Praga (República Checa), 2019) - 121-128
Ed. SCITEPRESS, Science and Technology Publications  ISBN:978-989-758-381-0   [DOI]   [Abstract]   [Document]

Evaluación de nuevos modos de empleo de los descriptors de apariencia global en tareas de localización
V. Roman, S. Cebollada, L. Payá, M. Flores, A. Gil, O. Reinoso
XL Jornadas de Automática  (El Ferrol (Spain), 4-6 September 2019) - 842-848
Ed. CEA-IFAC  ISBN:978-84-9749-716-9   [DOI]   [Document]

Uso de técnicas de machine learning para realizar mapping en robótica móvil
S. Cebollada, V. Román, L. Payá, M. Flores, L.M. Jiménez, O. Reinoso
XL JORNADAS DE AUTOMATICA  (El Ferrol (Spain), 4-6 September 2019) - pp. 686-693
Ed. CEA-IFAC  ISBN:978-84-9749-716-9   [DOI]   [Document]

Performance of New Global Appearance Description Methods in Localization of Mobile Robots
V. Román, L. Payá, M. Flores, S. Cebollada, O. Reinoso
Robot 2019, Advances in Intelligent Systems and Computing  (2019) - 2 (351-363)
Ed. Springer  ISBN:978-3-030-36149-5   [DOI]   [Abstract]   [Document]   [Web]

Mapping and localization module in a mobile robot for insulating building crawl spaces
S. Cebollada, L. Payá, M. Juliá, M. Holloway, O. Reinoso
Automation in Construction  (March 2018) - 87 (2018), pp. 248-262
Ed. Elsevier  ISSN:0926-5805   [DOI]   [Abstract]   [Document]   [Web]

Compression of topological models and localization using the global appearance of visual information
L. Payá, W. Mayol, S. Cebollada, O. Reinoso
ICRA 2017. IEEE International Conference on Robotics and Automation  (Singapur, 29 de mayo a 3 de junio de 2017) - 5630-5637
Ed. IEEE  ISBN:978-1-5090-4632-4   [DOI]   [Abstract]   [Document]

Algoritmo de SLAM utilizando apariencia global de imágenes omnidireccionales
Y. Berenguer, L. Payá, M. Ballesta, L.M. Jiménez, S. Cebollada, O. Reinoso
XXXVIII Jornadas de Automatica  (Gijón (Spain), September 6-8, 2017) - pp. 956-963
Ed. CEA-IFAC  ISBN:978-84-16664-74-0   [Document]

Alineamiento 3D desde posiciones no cercanas de un robot para trabajos en interiores a partir de imágenes RGB-D
S. Cebollada, C. Parra, M. Juliá, M. Holloway, L.M. Jiménez, O. Reinoso
XXXVII Jornadas de Automática  (Madrid (Spain), 7-9 September 2016) - pp. 374-381
Ed. CEA-IFAC  ISBN:978-84-617-4298-1   [DOI]   [Document]