Manuel Domínguez-Morales

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 28

Top Topics

Feature Extraction

Machine Learning

Top Venues

Publications

José María Rodríguez Corral, Javier Civit-Masot, Francisco Luna-Perejón, Ignacio Díaz-Cano, Arturo Morgado Estévez, Manuel Domínguez-Morales
Energy efficiency in edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification. Eng. Appl. Artif. Intell. 127 (Part B) (2024)
Javier Civit-Masot, Francisco Luna-Perejon, Luis Muñoz-Saavedra, Manuel Domínguez-Morales, Antón Civit
A lightweight xAI approach to cervical cancer classification. Medical Biol. Eng. Comput. 62 (8) (2024)
Elena Escobar-Linero, Luis Muñoz-Saavedra, Francisco Luna-Perejón, José Luis Sevillano, Manuel Domínguez-Morales
Wearable Health Devices for Diagnosis Support: Evolution and Future Tendencies. Sensors 23 (3) (2023)
Manuel Domínguez-Morales, Adolfo Muñoz-Macho, José Luis Sevillano
ECG Pre-processing and Feature Extraction Tool for Intelligent Simulation Systems. SimuTools (2023)
José María Rodríguez Corral, Javier Civit-Masot, Francisco Luna-Perejón, Ignacio Díaz-Cano, Arturo Morgado Estévez, Manuel Domínguez-Morales
Energy efficiency in Edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification. CoRR (2023)
Luis Muñoz-Saavedra, Elena Escobar-Linero, Lourdes Miro-Amarante, M. Rocío Bohórquez, Manuel Domínguez-Morales
Designing and evaluating a wearable device for affective state level classification using machine learning techniques. Expert Syst. Appl. 219 (2023)
Luis Muñoz-Saavedra, Elena Escobar-Linero, Javier Civit-Masot, Francisco Luna-Perejón, Antón Civit, Manuel Domínguez-Morales
A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images. Sensors 23 (16) (2023)
Javier Civit-Masot, Francisco Luna-Perejon, José María Rodríguez Corral, Manuel Domínguez-Morales, Arturo Morgado Estevez, Antón Civit
A Study on the Use of Edge TPUs for Eye Fundus Image Segmentation. CoRR (2022)
Javier Civit-Masot, Alejandro Bañuls-Beaterio, Manuel Domínguez-Morales, Manuel Rivas Pérez, Luis Muñoz-Saavedra, José María Rodríguez Corral
Non-small cell lung cancer diagnosis aid with histopathological images using Explainable Deep Learning techniques. Comput. Methods Programs Biomed. 226 (2022)
Elena Escobar-Linero, Manuel Domínguez-Morales, José Luis Sevillano
Worker's physical fatigue classification using neural networks. Expert Syst. Appl. 198 (2022)
Elena Escobar-Linero, Francisco Luna-Perejón, Luis Muñoz-Saavedra, José Luis Sevillano, Manuel Domínguez-Morales
On the feature extraction process in machine learning. An experimental study about guided versus non-guided process in falling detection systems. Eng. Appl. Artif. Intell. 114 (2022)
Enrique Piñero-Fuentes, Salvador Canas-Moreno, Antonio Rios-Navarro, Manuel Domínguez-Morales, José Luis Sevillano, Alejandro Linares-Barranco
A Deep-Learning Based Posture Detection System for Preventing Telework-Related Musculoskeletal Disorders. Sensors 21 (15) (2021)
Francisco Luna-Perejón, Luis Muñoz-Saavedra, Jose M. Castellano-Domínguez, Manuel Domínguez-Morales
IoT garment for remote elderly care network. Biomed. Signal Process. Control. 69 (2021)
Javier Civit-Masot, Francisco Luna-Perejón, José María Rodríguez Corral, Manuel Domínguez-Morales, Arturo Morgado Estévez, Antón Civit
A study on the use of Edge TPUs for eye fundus image segmentation. Eng. Appl. Artif. Intell. 104 (2021)
Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Antonio Rios-Navarro, Lourdes Duran-Lopez, Manuel Domínguez-Morales, Angel Jiménez-Fernandez
pyNAVIS: An open-source cross-platform software for spike-based neuromorphic audio information processing. Neurocomputing 449 (2021)
Francisco Luna-Perejón, Luis Muñoz-Saavedra, Javier Civit-Masot, Antón Civit, Manuel Domínguez-Morales
AnkFall - Falls, Falling Risks and Daily-Life Activities Dataset with an Ankle-Placed Accelerometer and Training Using Recurrent Neural Networks. Sensors 21 (5) (2021)
Antonio Rios-Navarro, Ricardo Tapiador-Morales, Angel Jiménez-Fernandez, Manuel Domínguez-Morales, Claudio Amaya, Alejandro Linares-Barranco
Performance evaluation over HW/SW co-design SoC memory transfers for a CNN accelerator. CoRR (2018)
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Elena Cerezuela-Escudero, Antonio Rios-Navarro, Ricardo Tapiador-Morales, Manuel Rivas Pérez, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
Embedded neural network for real-time animal behavior classification. Neurocomputing 272 (2018)
Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Manuel Domínguez-Morales, Gabriel Jiménez-Moreno
Corrigendum to NAVIS: Neuromorphic Auditory VISualizer Tool. Neurocomputing 237C (2017) pp. 418-422. Neurocomputing 275 (2018)
Ricardo Tapiador-Morales, Antonio Rios-Navarro, Juan Pedro Dominguez-Morales, Daniel Gutierrez-Galan, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
Event-based Row-by-Row Multi-convolution engine for Dynamic-Vision Feature Extraction on FPGA. IJCNN (2018)
Leticia Morales-Trujillo, Manuel Domínguez-Morales, Andrés Jiménez-Ramírez, María J. Escalona
A Microcontroller Based System for Controlling Patient Respiratory Guidelines. IWBBIO (2) (2017)
Juan Pedro Dominguez-Morales, Angel Jiménez-Fernandez, Manuel Domínguez-Morales, Gabriel Jiménez-Moreno
NAVIS: Neuromorphic Auditory VISualizer Tool. Neurocomputing 237 (2017)
Daniel Gutierrez-Galan, Juan Pedro Dominguez-Morales, Lourdes Miro-Amarante, Francisco Gomez-Rodriguez, Manuel Domínguez-Morales, Manuel Rivas Pérez, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
Semi-wildlife gait patterns classification using statistical methods and Artificial Neural Networks. IJCNN (2017)
Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Daniel Gutierrez-Galan, Ricardo Tapiador-Morales, Angel Jiménez-Fernandez, Elena Cerezuela-Escudero, Manuel Domínguez-Morales, Alejandro Linares-Barranco
Live demonstration - Multilayer spiking neural network for audio samples classification using SpiNNaker. ISCAS (2017)
Juan Pedro Dominguez-Morales, Antonio Rios-Navarro, Manuel Domínguez-Morales, Ricardo Tapiador-Morales, Daniel Gutierrez-Galan, Daniel Cascado Caballero, Angel Jiménez-Fernandez, Alejandro Linares-Barranco
Wireless Sensor Network for Wildlife Tracking and Behavior Classification of Animals in Doñana. IEEE Commun. Lett. 20 (12) (2016)
Antonio Rios-Navarro, Elena Cerezuela-Escudero, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno, Alejandro Linares-Barranco
Real-time motor rotation frequency detection with event-based visual and spike-based auditory AER sensory integration for FPGA. EBCCSP (2015)
Antonio Rios-Navarro, Elena Cerezuela-Escudero, Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Gabriel Jiménez-Moreno, Alejandro Linares-Barranco
Live demonstration: Real-time motor rotation frequency detection by spike-based visual and auditory AER sensory integration for FPGA. ISCAS (2015)
Elena Cerezuela-Escudero, Angel Jiménez-Fernandez, Rafael Paz-Vicente, Manuel Domínguez-Morales, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno
Musical notes classification with neuromorphic auditory system using FPGA and a convolutional spiking network. IJCNN (2015)
Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Rafael Paz-Vicente, Gabriel Jiménez, Alejandro Linares-Barranco
Live demonstration: On the distance estimation of moving targets with a Stereo-Vision AER system. ISCAS (2012)
Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Rafael Paz, Manuel Ramon López-Torres, Elena Cerezuela-Escudero, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno, Arturo Morgado Estevez
An Approach to Distance Estimation with Stereo Vision Using Address-Event-Representation. ICONIP (1) (2011)
Manuel Ramon López-Torres, Fernando Díaz-del-Río, Manuel Domínguez-Morales, Gabriel Jiménez-Moreno, Alejandro Linares-Barranco
AER Spiking Neuron Computation on GPUs: The Frame-to-AER Generation. ICONIP (1) (2011)
Angel Jiménez-Fernandez, Manuel Domínguez-Morales, Elena Cerezuela-Escudero, Rafael Paz-Vicente, Alejandro Linares-Barranco, Gabriel Jiménez
Simulating Building Blocks for Spikes Signals Processing. IWANN (2) (2011)
Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Rafael Paz, Alejandro Linares-Barranco, D. Cascado, Juan López Coronado, J. L. Muñoz, Gabriel Jiménez
An AER to CAN Bridge for Spike-Based Robot Control. IWANN (1) (2011)
Manuel Domínguez-Morales, Elena Cerezuela-Escudero, Angel Jiménez-Fernandez, Rafael Paz-Vicente, J. L. Font-Calvo, P. Iñigo-Blasco, Alejandro Linares-Barranco, Gabriel Jiménez-Moreno
Image Matching Algorithms in Stereo Vision using Address-event-representation - A Theoretical Study and Evaluation of the Different Algorithms. SIGMAP (2011)
Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Elena Cerezuela-Escudero, Rafael Paz-Vicente, Alejandro Linares-Barranco, Gabriel Jiménez
On the Designing of Spikes Band-Pass Filters for FPGA. ICANN (2) (2011)
Manuel Domínguez-Morales, Angel Jiménez-Fernandez, Daniel Cascado Caballero, Alejandro Linares-Barranco, Rafael Paz, Gabriel Jiménez-Moreno, R. Soriguer
Technical Viability Study for Behavioral Monitoring of Wildlife Animals in Doñana - An 802.15.4 Coverage Study in a Natural Park. DCNET/OPTICS (2011)