Author profile: Muñoz Saavedra, Luis
Institutional data
Name | Muñoz Saavedra, Luis |
Department | Arquitectura y Tecnología de Computadores |
Knowledge area | Arquitectura y Tecnología de Computadores |
Professional category | Profesor Ayudante Doctor |
Request | |
![]() ![]() ![]() ![]() ![]() |
Statistics
-
No. publications
25
-
No. visits
2787
-
No. downloads
2504
Publications |
---|
Article
![]() Diagnosis Aid System for Colorectal Cancer Using Low Computational Cost Deep Learning Architectures
(MDPI, 2024)
Colorectal cancer is the second leading cause of cancer-related deaths worldwide. To prevent deaths, regular screenings ... |
Article
![]() A Robust Ensemble of Convolutional Neural Networks for the Detection of Monkeypox Disease from Skin Images
(MDPI, 2023)
Monkeypox is a smallpox-like disease that was declared a global health emergency in July 2022. Because of this resemblance, ... |
Final Degree Project
![]() Dispositivo empotrado para traducción de lenguaje de signos usando técnicas ML/DL
(2023)
En este trabajo de fin de grado se va a explicar el desarrollo de un sistema de reconocimiento del lenguaje de signos ... |
Article
![]() Designing and evaluating a wearable device for affective state level classification using machine learning techniques
(Elsevier, 2023)
The emotional or affective state has a direct impact not only on personal life, but also in the field of work, sports, ... |
Article
![]() ![]() Wearable Health Devices for Diagnosis Support: Evolution and Future Tendencies
(MDPI, 2023)
The use of wearable devices has increased substantially in recent years. This, together with the rise of telemedicine, has ... |
Article
![]() ![]() Non-small cell lung cancer diagnosis aid with histopathological images using Explainable Deep Learning techniques
(Elsevier, 2022)
Background: Lung cancer has the highest mortality rate in the world, twice as high as the second highest. On the other ... |
PhD Thesis
![]() Estudio y aplicación de la teoría psicofisiológica de la emoción para la detección y clasificación del estado afectivo del usuario mediante técnicas de Machine Learning para el apoyo en procesos de rehabilitación
(2022)
En este trabajo se realiza una contribución a los sistemas automáticos de detección y clasificación de emociones, con el ... |
Final Degree Project
![]() Microcontroladores y FreeRTOS aplicado a sistemas de regadío
(2022)
En este proyecto se trata el control automático y eficaz de un sistema de riego. Para ello, se ha consultado los tipos de ... |
Chapter of Book
![]() Perspective Chapter: Internet of Things in Healthcare: New Trends, Challenges and Hurdles
(IntechOpen, 2022)
Applied to health field, Internet of Things (IoT) systems provides continuous and ubiquitous monitoring and assistance, ... |
Chapter of Book
![]() Sistema lumínico para la medición de la reacción motora
(3ciencias, 2022)
El mundo del deporte ha sufrido un gran cambio, llevando al extremo las exigencias físicas de los deportistas. Uno de los ... |
Chapter of Book
![]() Sistema integral de ayuda a la conducción mediante procesamiento con redes neuronales convolucionales
(3ciencias, 2022)
Los sistemas de ayuda a la conducción han experimentado un gran auge en los últimos años, convirtiéndose en un punto ... |
Chapter of Book
![]() Diseño y desarrollo de sistema IoT para el control y monitorización de personas
(3ciencias, 2022)
Las TIC han avanzado sirviendo de apoyo a diferentes servicios, sin ser la salud una excepción. La telemedicina soluciona ... |
Article
![]() ![]() On the feature extraction process in machine learning. An experimental study about guided versus non-guided process in falling detection systems
(Elsevier, 2022)
Falls are current events that can lead to severe injuries and even accidental deaths among the population, especially the ... |
Final Degree Project
![]() Programación e implementación de un brazo robótico haciendo uso de las comunicaciones industriales para su control
(2021)
El objetivo de este proyecto ha sido crear un entorno de desarrollo sencillo y económico para un mejor entendimiento de ... |
Article
![]() IoT garment for remote elderly care network
(Elsevier, 2021)
The elderly is a continuous growth sector thanks to the life expectancy increase in Western society. This sector is ... |
Article
![]() AnkFall—Falls, Falling Risks and Daily-Life Activities Dataset with an Ankle-Placed Accelerometer and Training Using Recurrent Neural Networks
(MDPI, 2021)
Falls are one of the leading causes of permanent injury and/or disability among the elderly. When these people live alone, ... |
Article
![]() Does Two-Class Training Extract Real Features? A COVID-19 Case Study
(MDPI, 2021)
Diagnosis aid systems that use image analysis are currently very useful due to the large workload of health professionals ... |
Article
![]() Affective State Assistant for Helping Users with Cognition Disabilities Using Neural Networks
(MDPI, 2020)
Non-verbal communication is essential in the communication process. This means that its lack can cause misinterpretations ... |
Presentation
![]() Incremental Learning For Fundus Image Segmentation
(IARIA XPS Press, 2020)
Automated Fundus image segmentation is tradition-ally done in the image acquisition instrument and, thus, in thiscase it ... |
Presentation
![]() EMG-Controlled Robotic Prosthetic Arm With Neural Network Training
(IARIA XPS Press, 2020)
The project consists of the creation of a roboticarm controlled remotely through a brace developed by ThalmicLabs, able ... |
Presentation
![]() Lower-Limb Falling Detection System Using Gated Recurrent Neural Networks
(IARIA XPS Press, 2020)
Accidental falls are one of the most common causes of premature disability and mortality related to unnatural causes. This ... |
Article
![]() Augmented and virtual reality evolution and future tendency
(MDPI, 2020)
Augmented reality and virtual reality technologies are increasing in popularity. Augmented reality has thrived to date ... |
Presentation
![]() Sampling Frequency Evaluation on Recurrent Neural Networks Architectures for IoT Real-time Fall Detection Devices
(ScitePress Digital Library, 2019)
Falls are one of the most frequent causes of injuries in elderly people. Wearable Fall Detection Systems provided a ... |
Presentation
![]() Diseño, implementación y evaluación de clúster rb-pi para el procesamiento de visión en paralelo
(3 ciencias. Área de Innovación y Desarrollo,S.L., 2019)
En este proyecto se presenta la creación de un clúster de micropcs para análisis de imágenes. Para su creación partimos ... |
Presentation
![]() Diseño, configuración y evaluación de cluster de Raspberry pi para el procesamiento paralelo de vídeo
(Universidad de Extremadura, 2019)
En este trabajo se evalúa el uso de un clúster local, basado en Raspberry Pi, para el procesado paralelo de imágenes ... |