@article{nokey,

title = {Improving face re-identification via identity-conditioned synthetic augmentation and inference-time embedding fusion},

author = {Hector Penades and Felix Escalona and Miguel Cazorla},

year  = {2026},

date = {2026-01-22},

urldate = {2026-01-22},

journal = {Expert systems With Applications},

volume = {Accepted},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = { Artificial intelligence as a tool for bionomic transects: the case of Isidella elongata (Esper, 1788) forests in the Western Mediterranean},

author = {Alejandro Carmona-Rodríguez and Francisco Gomez-Donoso and Miguel Cazorla and Alba Cobo-Viveros and Ricardo Aguilar and Alfonso Ramos-Esplá Elena Guijarro-García },

doi = {https://doi.org/10.1016/j.marenvres.2025.107830},

year  = {2026},

date = {2026-01-10},

journal = { Marine Environmental Research},

volume = {Accepted},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{marquez2025,

title = {Simulation of Teaching behaviours in Intelligent Tutoring Systems: A Review Using Large Language Models},

author = {Luis Marquez-Carpintero and Alberto Lopez-Sellers and Miguel Cazorla },

year  = {2025},

date = {2025-12-02},

journal = {Artificial Intelligence Review},

volume = {Accepted},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Rojas2025,

title = {Interactive Digital Twin Workflow for Energy Assessment of Buildings: Integration of Photogrammetry, BIM and Thermography}},

author = {Luis Santiago Rojas-Colmenares and Carlos Rizo-Maestre and Francisco Gómez-Donoso and Pascual Saura-Gómez},

year  = {2025},

date = {2025-11-28},

journal = {Applied Sciences},

volume = {15},

number = {23},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{dominguez2025,

title = {CHIRLA: Comprehensive High-resolution Identification and Re-identification for Large-scale Analysis},

author = {Bessie Dominguez-Dager and Felix Esccalona and Francisco Gomez-Donoso and Miguel Cazorla},

year  = {2025},

date = {2025-11-25},

urldate = {2025-11-25},

journal = {Scientific Data},

volume = {Accepted},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{Rizo_Maestre_2025,

title = {Bibliographic Review of Data-Driven Methods for Building Energy Optimisation},

author = {Carlos Rizo-Maestre and Mireia Sempere-Tortosa and Pascual Saura-Hernández and María Dolores Andújar-Montoya},

url = {http://dx.doi.org/10.3390/buildings15213992},

doi = {10.3390/buildings15213992},

issn = {2075-5309},

year  = {2025},

date = {2025-11-01},

journal = {Buildings},

volume = {15},

number = {21},

pages = {3992},

publisher = {MDPI AG},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = { Editorial: Methodology for Emotion-Aware Education Based on Artificial Intelligence},

author = {Rosabel Roig-Vila and Miguel Cazorla and Sébastien Lallé},

year  = {2025},

date = {2025-09-16},

journal = { Frontiers in Artificial Intelligence},

keywords = {AI, Education},

pubstate = {published},

tppubtype = {article}

}

@article{Roig-Vila2025,

title = { Implementation of artificial intelligence technologies for the assessment of students' attentional state: a systematic review},

author = {Rosabel Roig-Vila and Paz Prendes-Espinosa and Miguel Cazorla},

doi = {10.3390/app15115990},

year  = {2025},

date = {2025-07-17},

urldate = {2025-07-17},

journal = {Applied Sciences},

volume = {15},

issue = {11},

keywords = {AI, Education},

pubstate = {published},

tppubtype = {article}

}

@article{Márquez-Carpintero2025b,

title = {Enhancing Engineering and STEM Education with Vision and Multimodal Large Language Models to Predict Student Attention.},

author = {Luis Márquez-Carpintero and Diego Viejo and Miguel Cazorla},

doi = {10.1109/ACCESS.2025.3584025},

year  = {2025},

date = {2025-07-16},

urldate = {2025-07-16},

journal = {IEEE Access},

volume = {13},

keywords = {AI, Education},

pubstate = {published},

tppubtype = {article}

}

@article{Marquez-Carpintero2025,

title = {Engineering Young Faculty’s Acceptance of Real-Time behaviour Measurement Software},

author = {Luis Marquez-Carpintero and Francisco Gomez-Donoso and Miguel Cazorla},

doi = {10.3389/fcomp.2025.1565809},

year  = {2025},

date = {2025-07-16},

urldate = {2025-07-16},

journal = {Frontiers in Computer Science},

volume = {7},

keywords = {AI, Education},

pubstate = {published},

tppubtype = {article}

}

@article{sanchez2025,

title = {Slippage detection during manufacturing toy assembly tasks},

author = {Daniel Sánchez-Martínez and Kazuhiro Shimonomura and Juan A. Micó and Carlos A. Jara and Francisco Gomez-Donoso},

isbn = {1433-3015},

year  = {2025},

date = {2025-05-13},

journal = {The International Journal of Advanced Manufacturing Technology},

volume = {Accepted},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{nokey,

title = {Photorealistic Learned Landscapes for Augmented Reality},

author = {David Martínez-Miranzo and Sergio Suescun-Ferrandiz and Miguel Cazorla and Francisco Gomez-Donoso},

doi = {10.3791/68386},

year  = {2025},

date = {2025-05-13},

urldate = {2025-05-13},

journal = {Jornal of Visualized Esperiments},

volume = {220},

keywords = {augmented and virtual reality, Gaussian splatting},

pubstate = {published},

tppubtype = {article}

}

@article{Canut_Montalva_2025,

title = {Using Pilot Plants as a Didactic Resource to Facilitate the Acquisition of Technical Competences in the Urban Water Cycle in Vocational and Higher Education},

author = {Albert Canut-Montalva and Carlos Rizo-Maestre and Joaquín Martínez-López},

url = {http://dx.doi.org/10.3390/w17050675},

doi = {10.3390/w17050675},

issn = {2073-4441},

year  = {2025},

date = {2025-02-01},

journal = {Water},

volume = {17},

number = {5},

pages = {675},

publisher = {MDPI AG},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{s25010021,

title = {Reliable Disparity Estimation Using Multiocular Vision with Adjustable Baseline},

author = {Victor H. Diaz-Ramirez and Martin Gonzalez-Ruiz and Rigoberto Juarez-Salazar and Miguel Cazorla},

url = {https://www.mdpi.com/1424-8220/25/1/21},

doi = {10.3390/s25010021 keywords = stereo, computer vision, multiocular, AI},

issn = {1424-8220},

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

journal = {Sensors},

volume = {25},

number = {1},

abstract = {Accurate estimation of three-dimensional (3D) information from captured images is essential in numerous computer vision applications. Although binocular stereo vision has been extensively investigated for this task, its reliability is conditioned by the baseline between cameras. A larger baseline improves the resolution of disparity estimation but increases the probability of matching errors. This research presents a reliable method for disparity estimation through progressive baseline increases in multiocular vision. First, a robust rectification method for multiocular images is introduced, satisfying epipolar constraints and minimizing induced distortion. This method can improve rectification error by 25% for binocular images and 80% for multiocular images compared to well-known existing methods. Next, a dense disparity map is estimated by stereo matching from the rectified images with the shortest baseline. Afterwards, the disparity map for the subsequent images with an extended baseline is estimated within a short optimized interval, minimizing the probability of matching errors and further error propagation. This process is iterated until the disparity map for the images with the longest baseline is obtained. The proposed method increases disparity estimation accuracy by 20% for multiocular images compared to a similar existing method. The proposed approach enables accurate scene characterization and spatial point computation from disparity maps with improved resolution. The effectiveness of the proposed method is verified through exhaustive evaluations using well-known multiocular image datasets and physical scenes, achieving superior performance over similar existing methods in terms of objective measures.},

key = {computer vision, deep learning, AI},

keywords = {AI, computer vision, deep learning},

pubstate = {published},

tppubtype = {article}

}

@article{688e54dc06a0c57814c5ec40,

title = {Editorial: Methods in brain-computer interfaces: 2023},

author = {Davide Borra and Ming Ma and Ester Martinez-Martin and Likun Xia},

doi = {10.3389/FNHUM.2025.1647584},

issn = {1662-5161},

year  = {2025},

date = {2025-01-01},

journal = {Frontiers in Human Neuroscience},

volume = {19},

publisher = {Frontiers Media SA},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{benavent25,

title = {Holo4Care: a MR framework for assisting in activities of daily living by context-aware action recognition},

author = {Manuel Benavent-Lledo and David Mulero-Perez and Jose Garcia-Rodriguez and Ester Martinez-Martin and Flores Vizcaya-Moreno},

doi = {10.1007/s11042-024-20107-z},

issn = {1573-7721},

year  = {2025},

date = {2025-01-01},

journal = {Multimedia Tools and Applications},

volume = {84},

pages = {24983-25007},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{MARTINEZMARTIN2025126427,

title = {Improved human emotion recognition from body and hand pose landmarks on the GEMEP dataset using machine learning},

author = {Ester Martinez-Martin and Antonio Fernandez-Caballero},

doi = {10.1016/j.eswa.2025.126427},

issn = {0957-4174},

year  = {2025},

date = {2025-01-01},

journal = {Expert Systems with Applications},

volume = {269},

pages = {126427},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{gonzalez2025classification,

title = {Classification and segmentation of hip fractures in x-rays: highlighting fracture regions for interpretable diagnosis},

author = {Germán González-Serrano and Joaquín Galant and José María Salinas and Emilia Benítez and Maria Dolores Sánchez-Valverde and Jorge Calbo and Nicolás Cerrolaza},

url = {https://insightsimaging.springeropen.com/articles/10.1186/s13244-025-01958-y},

year  = {2025},

date = {2025-01-01},

urldate = {2025-01-01},

journal = {Insights into Imaging},

volume = {16},

number = {1},

pages = {86},

publisher = {Springer},

keywords = {AI, medical imaging},

pubstate = {published},

tppubtype = {article}

}

@article{kiko2025,

title = {Parallelized SLAM: Enhancing Mapping and Localization through Concurrent Processing},

author = {Francisco Romero-Ramirez and Miguel Cazorla and Manuel Marin-Jimenez and Rafael Medina-Carnicer and Rafael Munyoz-Salinas},

year  = {2025},

date = {2025-01-01},

journal = {Sensors},

volume = {Aceptado},

number = {1},

keywords = {AI, computer vision, mapping, robotics, SLAM},

pubstate = {published},

tppubtype = {article}

}

@article{sergiogarcia2024,

title = {Enhancing Human-Robot Interaction: Development of a Multimodal Robotic Assistant for User Emotion Recognition},

author = {Sergio Garcia-Munyoz and Francisco Gomez-Donoso and Miguel Cazorla},

year  = {2024},

date = {2024-03-15},

journal = {Applied Sciences},

volume = {14},

number = {24},

keywords = {AI},

pubstate = {published},

tppubtype = {article}

}

@article{10510608,

title = {Multi-modal Authentication Model for Occluded Faces in a Challenging Environment},

author = {Dahye Jeong and Eunbeen Choi and Hyeongjin Ahn and Ester Martinez-Martin and Eunil Park and Angel P. Pobil},

doi = {10.1109/TETCI.2024.3390058},

year  = {2024},

date = {2024-01-01},

journal = {IEEE Transactions on Emerging Topics in Computational Intelligence},

volume = {8},

number = {5},

pages = {3463-3473},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{morillas24,

title = {A real-time platform for Spanish Sign Language interpretation},

author = {Francisco Morillas-Espejo and Ester Martinez-Martin},

doi = {10.1007/s00521-024-10776-0},

issn = {1433-3058},

year  = {2024},

date = {2024-01-01},

journal = {Neural Computing and Applications},

volume = {37},

pages = {2675-2696},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{app14209414,

title = {VFLD: Voxelized Fractal Local Descriptor},

author = {Francisco Gomez-Donoso and Felix Escalona and Florian Dargere and Miguel Cazorla},

url = {https://www.mdpi.com/2076-3417/14/20/9414},

issn = {2076-3417},

year  = {2024},

date = {2024-01-01},

journal = {Applied Sciences},

volume = {14},

number = {20},

abstract = {A variety of methods for 3D object recognition and registration based on a deep learning pipeline have recently emerged. Nonetheless, these methods require large amounts of data that are not easy to obtain, sometimes rendering them virtually useless in real-life scenarios due to a lack of generalization capabilities. To counter this, we propose a novel local descriptor that takes advantage of the fractal dimension. For each 3D point, we create a descriptor by computing the fractal dimension of the neighbors at different radii. Our redmethod has many benefits, such as being agnostic to the sensor of choice and noise, up to a level, and having few parameters to tinker with. Furthermore, it requires no training and does not rely on semantic information. We test our descriptor using well-known datasets and it largely outperforms Fast Point Feature Histogram, which is the state-of-the-art descriptor for 3D data. We also apply our descriptor to a registration pipeline and achieve accurate three-dimensional representations of the scenes, which are captured with a commercial sensor.},

keywords = {3D processing, AI, computer vision, fractal},

pubstate = {published},

tppubtype = {article}

}

@article{dominguez2024holograms,

title = {Holograms for seamless integration of remote students in the classroom},

author = {Bessie Dominguez-Dager and Francisco Gomez-Donoso and Rosabel Roig-Vila and Felix Escalona and Miguel Cazorla},

year  = {2024},

date = {2024-01-01},

journal = {Virtual Reality},

volume = {28},

number = {1},

pages = {24},

publisher = {Springer},

keywords = {AI, augmented and virtual reality, computer vision, Education},

pubstate = {published},

tppubtype = {article}

}

@article{sanchez2023,

title = {A new automatic method for demoulding plastic parts using an intelligent robotic system},

author = {Daniel Sanchez-Martinez and Carlos A. Jara and Francisco Gomez-Donoso},

year  = {2023},

date = {2023-10-21},

journal = {The International Journal of Advanced Manufacturing Technology},

volume = {Accepted},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{romero2023,

title = {sSLAM: Speeded Up visual SLAM mixing artificial markers and temporary keypoints},

author = {Francisco Romero-Ramirez and Rafael Munyoz-Salinas and Manuel Marin and Miguel Cazorla and Rafael Medina-Carnicer},

year  = {2023},

date = {2023-01-01},

journal = {Sensors},

volume = {Accepted},

keywords = {AI, artificial markers, keypoints, real-time mapping, visual SLAM},

pubstate = {published},

tppubtype = {article}

}

@article{10242052,

title = {Sign4all: A Low-Cost Application for Deaf People Communication},

author = {Francisco Morillas-Espejo and Ester Martinez-Martin},

doi = {10.1109/ACCESS.2023.3312636},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Access},

volume = {11},

pages = {98776-98786},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{alvaro23,

title = {A low-cost AR application to control arm prosthesis},

author = {Alvaro Sanchez-Rocamora and Ester Martinez-Martin and Angelo Costa},

doi = {10.1007/s10055-022-00741-4},

issn = {1434-9957},

year  = {2023},

date = {2023-01-01},

journal = {Virtual Reality},

volume = {27},

pages = {3469-3483},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

@article{caldwell2023experimental,

title = {Experimental analysis of the effectiveness of a cyber-physical robotic system to assist speech and language pathologists in high school},

author = {Eldon Glen Caldwell-Marin and Miguel Cazorla and Jose Maria Canyas-Plaza},

year  = {2023},

date = {2023-01-01},

journal = {Journal of New Approaches in Educational Research},

volume = {12},

number = {1},

pages = {40-61},

publisher = {Springer},

keywords = {AI, Education, robotics, social robotics},

pubstate = {published},

tppubtype = {article}

}

@article{marquez2023artificial,

title = {Artificial Intelligence-based System for Detecting Attention Levels in Students},

author = {Luis Marquez-Carpintero and Monica Pina-Navarro and Sergio Suescun-Ferrandiz and Felix Escalona and Francisco Gomez-Donoso and Rosabel Roig-Vila and Miguel Cazorla},

year  = {2023},

date = {2023-01-01},

journal = {Journal of visualized experiments: JoVE},

number = {202},

keywords = {AI, deep learning, Education, emotion detection},

pubstate = {published},

tppubtype = {article}

}

@article{alvarez2023,

title = {Exploring Transferability on Adversarial Attacks},

author = {Enrique Alvarez and Rafael Alvarez Sanchez and Miguel Cazorla},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Access},

volume = {Accepted},

keywords = {adversarial attacks, AI, deep learning},

pubstate = {published},

tppubtype = {article}

}

@article{torres2023,

title = {A Malware Detection Approach Based on Feature Engineering and Behavior Analysis},

author = {Manuel Torres Mendoza and Rafael Alvarez Sanchez and Miguel Cazorla},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Access},

volume = {Accepted},

keywords = {AI, deep learning, security},

pubstate = {published},

tppubtype = {article}

}

@article{mejia2023,

title = {Improving Facial Expression Recognition through Data Preparation & Merging},

author = {Christian Mejia-Escobar and Miguel Cazorla and Ester Martinez-Martin},

year  = {2023},

date = {2023-01-01},

journal = {IEEE Access},

volume = {Accepted},

keywords = {AI, deep learning, emotion detection},

pubstate = {published},

tppubtype = {article}

}

@article{martinez2023,

title = {Social robotics in music education: a systematic review},

author = {Rosabel Martinez-Roig and Miguel Cazorla and Jose Maria Esteve Faubel},

year  = {2023},

date = {2023-01-01},

journal = {Frontiers in Education},

volume = {Accepted},

keywords = {AI, music education, social robotics, teaching},

pubstate = {published},

tppubtype = {article}

}

@article{christian2022a,

title = {Towards a better performance in facial expression recognition: a data-centric approach},

author = {Christian Mejia and Miguel Cazorla and Ester Martinez-Martin},

year  = {2023},

date = {2023-01-01},

journal = {Computational Intelligence and Neuroscience},

volume = {2023},

keywords = {AI, data-centric, deep learning, facial expression recognition, performance improvement},

pubstate = {published},

tppubtype = {article}

}