Deep Learning-Based Dementia Prediction Using Multimodal Data. - David Ortiz-Perez; Pablo Ruiz-Ponce; David Tomás 001; José García Rodríguez 001 (SOCO, 2022)

Small Vessel Detection in Changing Seaborne Environments Using Anchor-Free Detectors on Aerial Images. - Pablo Ruiz-Ponce; David Ortiz-Perez; José García Rodríguez 001 (SOCO, 2022)

Deep Learning-Based Emotion Detection in Aphasia Patients. - David Ortiz-Perez; Pablo Ruiz-Ponce; Javier Rodríguez-Juan; David Tomás 001; José García Rodríguez 001; Grzegorz J. Nalepa (SOCO (2), 2023)

Indoor Scenes Video Captioning. - Javier Rodríguez-Juan; David Ortiz-Perez; José García Rodríguez 001; David Tomás 001; Grzegorz J. Nalepa (SOCO (2), 2023)

A Deep Learning-Based Multimodal Architecture to predict Signs of Dementia. - David Ortiz-Perez; Pablo Ruiz-Ponce; David Tomás 001; José García Rodríguez 001; Maria Flores Vizcaya-Moreno; Marco Leo (Neurocomputing, 2023)

POSEIDON: A Data Augmentation Tool for Small Object Detection Datasets in Maritime Environments. - Pablo Ruiz-Ponce; David Ortiz-Perez; José García Rodríguez 001; Benjamin Kiefer (Sensors, 2023)

A Comprehensive Study on Pain Assessment from Multimodal Sensor Data. - Manuel Benavent-Lledó; David Mulero-Pérez; David Ortiz-Perez; Javier Rodríguez-Juan; Adrian Berenguer-Agulló; Alexandra Psarrou; José García Rodríguez 001 (Sensors, 2023)

UnrealFall: Overcoming Data Scarcity through Generative Models. - David Mulero-Pérez; Manuel Benavent-Lledó; David Ortiz-Perez; José García Rodríguez 001 (IJCNN, 2024)

Multimodal Fusion Strategies for Emotion Recognition. - David Ortiz-Perez; Manuel Benavent-Lledó; David Mulero-Pérez; David Tomás 001; José García Rodríguez 001 (IJCNN, 2024)

Cognitive Insights Across Languages: Enhancing Multimodal Interview Analysis. - David Ortiz-Perez; José García Rodríguez 001; David Tomás 001 (INTERSPEECH, 2024)

Exploring Text-Driven Approaches for Online Action Detection. - Manuel Benavent-Lledó; David Mulero-Pérez; David Ortiz-Perez; José García Rodríguez 001; Sergio Orts-Escolano (IWINAC (2), 2024)

Lightweight CNNs for Advanced Bird Species Recognition on the Edge. - Adrian Berenguer-Agulló; Javier Rodríguez-Juan; David Ortiz-Perez; José García Rodríguez 001 (IWINAC (2), 2024)

Text-Driven Data Augmentation Tool for Synthetic Bird Behavioural Generation. - David Mulero-Pérez; David Ortiz-Perez; Manuel Benavent-Lledó; José García Rodríguez 001; Jorge Azorín López (IWINAC (2), 2024)

Deep Learning for Enhanced Risk Assessment in Home Environments. - Javier Rodríguez-Juan; David Ortiz-Perez; José García Rodríguez 001; David Tomás 001 (IWINAC (2), 2024)

PainFusion: Multimodal Pain Assessment from RGB and Sensor Data. - Manuel Benavent-Lledó; Maria Dolores Lopez-Valle; David Ortiz-Perez; David Mulero-Perez; José García Rodríguez 001; Alexandra Psarrou (SOCO (1), 2024)

From Medical Consultation to Diagnosis Generation Using Deep Learning. - David Ortiz-Perez; Alejandro Merino-Balaguer; Javier Rodríguez-Juan; José García Rodríguez 001; David Tomás 001; Grzegorz J. Nalepa (SOCO (2), 2024)

Deep Insights into Cognitive Decline: A Survey of Leveraging Non-Intrusive Modalities with Deep Learning Techniques. - David Ortiz-Perez; Manuel Benavent-Lledó; José García Rodríguez 001; David Tomás 001; Maria Flores Vizcaya-Moreno (CoRR, 2024)

Enhancing Action Recognition by Leveraging the Hierarchical Structure of Actions and Textual Context. - Manuel Benavent-Lledó; David Mulero-Pérez; David Ortiz-Perez; José García Rodríguez 001; Antonis A. Argyros (CoRR, 2024)

Detecting Facial Image Manipulations with Multi-Layer CNN Models. - Alejandro Marco Montejano; Ángela Sánchez-Pérez; Javier Barrachina; David Ortiz-Perez; Manuel Benavent-Lledó; José García Rodríguez 001 (CoRR, 2024)

Automated Generation of Clinical Reports Using Sensing Technologies with Deep Learning Techniques. - Celia Cabello-Collado; Javier Rodríguez-Juan; David Ortiz-Perez; José García Rodríguez 001; David Tomás 001; Maria Flores Vizcaya-Moreno (Sensors, 2024)

Visual WetlandBirds Dataset: Bird Species Identification and Behaviour Recognition in Videos. - Javier Rodríguez-Juan; David Ortiz-Perez; Manuel Benavent-Lledó; David Mulero-Pérez; Pablo Ruiz-Ponce; Adrian Orihuela-Torres; José García Rodríguez 001; Esther Sebastián-González (Zenodo, 2024)

Visual WetlandBirds Dataset: Bird Species Identification and Behaviour Recognition in Videos. - Javier Rodríguez-Juan; David Ortiz-Perez; Manuel Benavent-Lledó; David Mulero-Pérez; Pablo Ruiz-Ponce; Adrian Orihuela-Torres; José García Rodríguez 001; Esther Sebastián-González (Zenodo, 2024)

Optimizing IoT Video Data: Dimensionality Reduction for Efficient Deep Learning on Edge Computing. - David Ortiz-Perez; Pablo Ruiz-Ponce; David Mulero-Pérez; Manuel Benavent-Lledó; Javier Rodríguez-Juan; Hugo G. González-Hernández; Anatoli Iarovikov; Srdjan Krco; Daliborka Nedic; Dejan Vukobratovic; José García Rodríguez 001 (Future Internet, 2025)

Integrating advanced vision-language models for context recognition in risks assessment. - Javier Rodríguez-Juan; David Ortiz-Perez; José García Rodríguez 001; David Tomás 001; Grzegorz J. Nalepa (Neurocomputing, 2025)

Visual WetlandBirds Dataset: Bird Species Identification and Behaviour Recognition in Videos. - Javier Rodríguez-Juan; David Ortiz-Perez; Manuel Benavent-Lledó; David Mulero-Pérez; Pablo Ruiz-Ponce; Adrian Orihuela-Torres; José García Rodríguez 001; Esther Sebastián-González (Zenodo, 2025)

Visual WetlandBirds Dataset: Bird Species Identification and Behavior Recognition in Videos. - Javier Rodríguez-Juan; David Ortiz-Perez; Manuel Benavent-Lledó; David Mulero-Pérez; Pablo Ruiz-Ponce; Adrian Orihuela-Torres; José García Rodríguez 001; Esther Sebastián-González (CoRR, 2025)

Text-driven Online Action Detection. - Manuel Benavent-Lledó; David Mulero-Pérez; David Ortiz-Perez; José García Rodríguez 001 (CoRR, 2025)

CogniAlign: Word-Level Multimodal Speech Alignment with Gated Cross-Attention for Alzheimer's Detection. - David Ortiz-Perez; Manuel Benavent-Lledó; Javier Rodríguez-Juan; José García Rodríguez 001; David Tomás 001 (CoRR, 2025)