Luna Perejon, Francisco

Perfil en ORCID: 0000-0002-4352-8759

Grupos de Investigación

• ROBOTICA Y TECNOLOGÍA DE COMPUTADORES

Responsable de los siguientes proyectos/ayudas en la US

Participa los siguientes proyectos/ayudas en la US

Proyectos:

• Diagnóstico asistido de señales biomédicas mediante clasificación con Deep-Learning incremental (DAFNE) ( US-1381619 - Investigador/a).

Publicaciones

Capítulo de Libros:

• Domínguez-Morales, Manuel Jesús, Jiménez-Fernández, Ángel Francisco, Cerezuela-Escudero, Elena, Luna, Francisco, Durán, Lourdes, Linares-Barranco, Alejandro:
  Estimación de distancias mediante un sistema de estéreo-visión basado en retinas DVS. Pag. 135 - 141. En: IV JORNADA DE INVESTIGACION Y POSTGRADO. 3ciencias. 2018. ISBN 978-84-948577-6-8
• Luna, Francisco, Domínguez-Morales, Juan Pedro, Civit, Javier, Hors-fraile, Santiago, Civit-Balcells, Antonio Abad:
  Sistema informático móvil para el apoyo al cese tabáquico mediante mensajes motivacionales personalizados. Pag. 123 - 133. En: IV JORNADA DE INVESTIGACION Y POSTGRADO. 3ciencias. 2018. ISBN 978-84-948577-6-8

Publicaciones en Revistas:

• Rodriguez-Corral, Jose Maria, Civit, Javier, Luna, Francisco, Díaz, Ignacio, Morgado-Estevez, Arturo, Domínguez-Morales, Manuel Jesús:
  Energy efficiency in edge TPU vs. embedded GPU for computer-aided medical imaging segmentation and classification. En: Engineering Applications Of Artificial Intelligence. 2024. Vol. 127. Núm. . Pag. 1-17 10.1016/j.engappai.2023.107298
• Luna, Francisco, Salvador, Blas, Pérez-Peña, Fernando, Rodriguez-Corral, Jose Maria, Escobar, Elena, Morgado-Estevez, Arturo:
  Smart Shoe Insole Based on Polydimethylsiloxane Composite Capacitive Sensors. En: Sensors. 2023. Vol. 23. Núm. 3. Pag. 1-22 10.3390/s23031298
• Luna, Francisco, Montes, Juan Manuel, Durán, Lourdes, Vázquez-baeza, Alberto, Beasley-bohórquez, Isabel, Sevillano-Ramos, Jose Luis:
  IoT Device for Sitting Posture Classification Using Artificial Neural Networks. En: Electronics. 2021. Vol. . Núm. . Pag. - 10.3390/electronics10151825
• Civit, Javier, Luna, Francisco, Rodriguez-Corral, Jose Maria, Domínguez-Morales, Manuel Jesús, Morgado-Estevez, Arturo, Civit-Balcells, Antonio Abad:
  A study on the use of Edge TPUs for eye fundus image segmentation. En: Engineering Applications Of Artificial Intelligence. 2021. Vol. 104. Núm. . Pag. - 10.1016/j.engappai.2021.104384
• Muñoz, Luis, Luna, Francisco, Civit, Javier, Miró-Amarante, Lourdes, Civit-Balcells, Antonio Abad, Domínguez-Morales, Manuel Jesús:
  Affective State Assistant for Helping Users with Cognition Disabilities Using Neural Networks. En: Electronics. 2020. Vol. 1843. Núm. 9. Pag. - 10.3390/electronics9111843
• Civit, Javier, Luna, Francisco, Vicente-Diaz, Saturnino, Rodriguez-Corral, Jose Maria, Civit-Balcells, Antonio Abad:
  TPU Cloud-Based Generalized U-Net for Eye Fundus Image Segmentation. En: IEEE Access. 2019. Vol. 7. Núm. . Pag. 142379-142387 10.1109/ACCESS.2019.2944692
• Luna, Francisco, Civit, Javier, Cascado-Caballero, Daniel, Civit-Balcells, Antonio Abad:
  Evaluation of user satisfaction and usability of a mobile app for smoking cessation. En: Computer Methods and Programs in Biomedicine. 2019. Vol. 182. Núm. . Pag. - 10.1016/j.cmpb.2019.105042
• Domínguez-Morales, Manuel Jesús, Luna, Francisco, Miró-Amarante, Lourdes, Hernández-Velázquez, María Dolores, Sevillano-Ramos, Jose Luis:
  Smart Footwear Insole for Recognition of Foot Pronation and Supination Using Neural Networks. En: Applied Sciences. 2019. Vol. 9. Núm. 19. Pag. 3970- https://doi.org/10.3390/app9193970
• Hors-fraile, Santiago, De Vries, Hein , Malwade, Shwetambara, Luna, Francisco, Amaya-Rodriguez, Claudio Antonio, Civit-Balcells, Antonio Abad, Schneider, Francine, Bamidis , Panagiotis , Syed-abdul, Shabbir, Li, Yu-chuan:
  IEEE Access. En: IEEE Access. 2019. Vol. 7. Núm. . Pag. 176525-176540 10.1109/ACCESS.2019.2957696
• Hors-fraile, Santiago, Schneider, Francine, Luna, Francisco, Civit-Balcells, Antonio Abad:
  Tailoring motivational health messages for smoking cessation using an mHealth recommender system integrated with an electronic health record: a study . En: BMC Public Health. 2018. Vol. 18. Núm. 1. Pag. - https://doi.org/10.1186/s12889-018-5612-5
• Hors, Santiago, Rivera-Romero, Octavio, Schneider, Francine, Luna, Francisco, Civit-Balcells, Antonio Abad, De Vries, Hein:
  Analyzing recommender systems for health promotion using a multidisciplinary taxonomy: A scoping review. En: International Journal of Medical Informatics. 2017. Vol. 1. Núm. 1. Pag. 1-13 doi.org/10.1016/j.ijmedinf.2017.12.018

Aportaciones a Congresos:

• Luna, Francisco, Domínguez-Morales, Manuel Jesús, Civit, Javier, Durán, Lourdes, Muñoz, Luis, Domínguez-Morales, Juan Pedro, Vicente-Diaz, Saturnino, Linares-Barranco, Alejandro, Civit-Balcells, Antonio Abad:
  Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices. Comunicación en congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019
• Civit, Javier, Luna, Francisco, Durán, Lourdes, Domínguez-Morales, Juan Pedro, Vicente-Diaz, Saturnino, Linares-Barranco, Alejandro, Civit-Balcells, Antonio Abad:
  Multi-dataset Training for Medical Image Segmentation as a Service. Comunicación en congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019
• Luna, Francisco, Durán, Lourdes, Civit, Javier, Domínguez-Morales, Juan Pedro, Vicente-Diaz, Saturnino, Civit-Balcells, Antonio Abad, Cascado-Caballero, Daniel, Linares-Barranco, Alejandro:
  Glioma Diagnosis Aid through CNNs and Fuzzy-C Means for MRI. Poster en Congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019
• Durán, Lourdes, Luna, Francisco, Amaya-rodríguez, Isabel De Los Reyes, Civit, Javier, Civit-Balcells, Antonio Abad, Vicente-Diaz, Saturnino, Linares-Barranco, Alejandro:
  Polyp Detection in Gastrointestinal Images using Faster Regional Convolutional Neural Network. Ponencia en Congreso. Special Session on GastroIntestinal Image Analysis. Prague, Czech Republic. 2019
• Durán, Lourdes, Domínguez-Morales, Juan Pedro, Luna, Francisco, Civit, Javier, Vicente-Diaz, Saturnino, Linares-Barranco, Alejandro:
  Breast Cancer Automatic Diagnosis System using Faster Regional Convolutional Neural Networks. Comunicación en congreso. 11th International Conference on Neural Computation Theory and Applications.. Austria / Vienna. 2019