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David Ortiz-Perez
David Ortiz-Perez
Assistant Professor, University of Alicante
Verified email at dtic.ua.es - Homepage
Title
Cited by
Cited by
Year
Poseidon: A data augmentation tool for small object detection datasets in maritime environments
P Ruiz-Ponce, D Ortiz-Perez, J Garcia-Rodriguez, B Kiefer
Sensors 23 (7), 3691, 2023
642023
A deep learning-based multimodal architecture to predict signs of dementia
D Ortiz-Perez, P Ruiz-Ponce, D Tomás, J Garcia-Rodriguez, ...
Neurocomputing 548, 126413, 2023
282023
A comprehensive study on pain assessment from multimodal sensor data
M Benavent-Lledo, D Mulero-Perez, D Ortiz-Perez, J Rodriguez-Juan, ...
Sensors 23 (24), 9675, 2023
212023
Automated generation of clinical reports using sensing technologies with deep learning techniques
C Cabello-Collado, J Rodriguez-Juan, D Ortiz-Perez, J Garcia-Rodriguez, ...
Sensors 24 (9), 2751, 2024
132024
Visual wetlandbirds dataset: Bird species identification and behavior recognition in videos
J Rodriguez-Juan, D Ortiz-Perez, M Benavent-Lledo, D Mulero-Pérez, ...
Scientific Data 12 (1), 1200, 2025
82025
Integrating advanced vision-language models for context recognition in risks assessment
J Rodriguez-Juan, D Ortiz-Perez, J Garcia-Rodriguez, D Tomás, ...
Neurocomputing 618, 129131, 2025
82025
Deep insights into cognitive decline: A survey of leveraging non-intrusive modalities with deep learning techniques
D Ortiz-Perez, M Benavent-Lledo, J Garcia-Rodriguez, D Tomás, ...
Applied Soft Computing 184, 113787, 2025
72025
Deep learning-based dementia prediction using multimodal data
D Ortiz-Perez, P Ruiz-Ponce, D Tomás, J Garcia-Rodriguez
International Workshop on Soft Computing Models in Industrial and …, 2022
72022
CogniAlign: Word-Level Multimodal Speech Alignment with Gated Cross-Attention for Alzheimer's Detection
D Ortiz-Perez, M Benavent-Lledo, J Rodriguez-Juan, J Garcia-Rodriguez, ...
Knowledge-Based Systems 329, 114264, 2025
52025
Enhancing action recognition by leveraging the hierarchical structure of actions and textual context
M Benavent-Lledo, D Mulero-Pérez, D Ortiz-Perez, J Garcia-Rodriguez, ...
Computer Vision and Image Understanding, 104560, 2025
42025
Cognitive Insights Across Languages: Enhancing Multimodal Interview Analysis
D Ortiz-Perez, J Garcia-Rodriguez, D Tomás
Interspeech 2024, 952--956, 2024
42024
Multimodal Fusion Strategies for Emotion Recognition
D Ortiz-Perez, M Benavent-Lledo, D Mulero-Pérez, D Tomás, ...
2024 International Joint Conference on Neural Networks (IJCNN), 1-8, 2024
32024
Lightweight CNNs for Advanced Bird Species Recognition on the Edge
A Berenguer-Agullo, J Rodriguez-Juan, D Ortiz-Perez, ...
International Work-Conference on the Interplay Between Natural and …, 2024
32024
Indoor scenes video captioning
J Rodríguez-Juan, D Ortiz-Perez, J Garcia-Rodriguez, D Tomás, ...
International Conference on Soft Computing Models in Industrial and …, 2023
32023
Deep learning-based emotion detection in aphasia patients
D Ortiz-Perez, P Ruiz-Ponce, J Rodríguez-Juan, D Tomás, ...
International Conference on Soft Computing Models in Industrial and …, 2023
32023
Visual WetlandBirds Dataset: Bird Species Identification and Behaviour Recognition in Videos
J Rodriguez-Juan, D Ortiz-Perez, M Benavent-Lledo, D Mulero-Pérez, ...
Visual WetlandBirds Dataset: Bird Species Identification and Behaviour …, 2025
22025
PainFusion: Multimodal Pain Assessment from RGB and Sensor Data
M Benavent-Lledo, MD Lopez-Valle, D Ortiz-Perez, D Mulero-Perez, ...
International Conference on Soft Computing Models in Industrial and …, 2024
22024
Small Vessel Detection in Changing Seaborne Environments Using Anchor-Free Detectors on Aerial Images
P Ruiz-Ponce, D Ortiz-Perez, J Garcia-Rodriguez
International Workshop on Soft Computing Models in Industrial and …, 2022
22022
A Federated Learning Architecture for Bird Species Classification in Wetlands
D Mulero-Pérez, J Rodriguez-Juan, T Ramirez-Gordillo, ...
Journal of Sensor and Actuator Networks 14 (4), 71, 2025
12025
Detecting Facial Image Manipulations with Multi-Layer CNN Models
AM Montejano, AS Perez, J Barrachina, D Ortiz-Perez, M Benavent-Lledo, ...
arXiv preprint arXiv:2412.06643, 2024
12024
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Articles 1–20