Emilio Guirado

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 11

Top Topics

Chest Radiographs

Convolutional Neural Networks

Top Venues

IEEE J. Biomed. Health Informatics

Publications

Yanchuang Zhao, Emilio Guirado, Juan J. Gaitán, Fernando T. Maestre
Aridity Thresholds Determine the Relationships Between Ecosystem Functioning and Remotely Sensed Indicators Across Patagonia. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Anastasiia Safonova, Emilio Guirado, Yuriy Maglinets, Domingo Alcaraz-Segura, Siham Tabik
Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN. Sensors 21 (5) (2021)
Emilio Guirado, Javier Blanco-Sacristán, Emilio Rodríguez-Caballero, Siham Tabik, Domingo Alcaraz-Segura, Jaime Martínez Valderrama, Javier Cabello
Mask R-CNN and OBIA Fusion Improves the Segmentation of Scattered Vegetation in Very High-Resolution Optical Sensors. Sensors 21 (1) (2021)
Manuel Rey-Area, Emilio Guirado, Siham Tabik, Javier Ruiz Hidalgo
FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations. CoRR (2020)
Emilio Guirado, Domingo Alcaraz-Segura, Javier Cabello, Sergio Puertas-Ruíz, Francisco Herrera, Siham Tabik
Tree Cover Estimation in Global Drylands from Space Using Deep Learning. Remote. Sens. 12 (3) (2020)
Siham Tabik, Anabel Gómez-Ríos, J. L. Martín-Rodríguez, I. Sevillano-García, Manuel Rey-Area, David Charte, Emilio Guirado, Juan-Luis Suárez, Julián Luengo, M. A. Valero-González, P. García-Villanova, E. Olmedo-Sánchez, Francisco Herrera
COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images. CoRR (2020)
Siham Tabik, Anabel Gómez-Ríos, J. L. Martín-Rodríguez, I. Sevillano-García, Manuel Rey-Area, David Charte, Emilio Guirado, Juan-Luis Suárez, Julián Luengo, M. A. Valero-González, P. García-Villanova, E. Olmedo-Sánchez, Francisco Herrera
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images. IEEE J. Biomed. Health Informatics 24 (12) (2020)
Manuel Rey-Area, Emilio Guirado, Siham Tabik, Javier Ruiz Hidalgo
FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations. Inf. Fusion 63 (2020)
Emilio Guirado, Javier Blanco-Sacristán, Juan P. Rigol-Sanchez, Domingo Alcaraz-Segura, Javier Cabello
A Multi-Temporal Object-Based Image Analysis to Detect Long-Lived Shrub Cover Changes in Drylands. Remote. Sens. 11 (22) (2019)
Emilio Guirado, Siham Tabik, Domingo Alcaraz-Segura, Javier Cabello, Francisco Herrera
Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery. CoRR (2017)
Emilio Guirado, Siham Tabik, Domingo Alcaraz-Segura, Javier Cabello, Francisco Herrera
as Case Study. Remote. Sens. 9 (12) (2017)