Deep-Learning Convolutional Neural Networks for scattered shrub detection with Google Earth Imagery. - Emilio Guirado; Siham Tabik; Domingo Alcaraz-Segura; Javier Cabello; Francisco Herrera (CoRR, 2017)

Deep-learning Versus OBIA for Scattered Shrub Detection with Google Earth Imagery: Ziziphus lotus as Case Study. - Emilio Guirado; Siham Tabik; Domingo Alcaraz-Segura; Javier Cabello; Francisco Herrera (Remote. Sens., 2017)

A Multi-Temporal Object-Based Image Analysis to Detect Long-Lived Shrub Cover Changes in Drylands. - Emilio Guirado; Javier Blanco-Sacristán; Juan P. Rigol-Sanchez; Domingo Alcaraz-Segura; Javier Cabello (Remote. Sens., 2019)

FuCiTNet: Improving the generalization of deep learning networks by the fusion of learned class-inherent transformations. - Manuel Rey-Area; Emilio Guirado; Siham Tabik; Javier Ruiz Hidalgo (Inf. Fusion, 2020)

Tree Cover Estimation in Global Drylands from Space Using Deep Learning. - Emilio Guirado; Domingo Alcaraz-Segura; Javier Cabello; Sergio Puertas-Ruíz; Francisco Herrera; Siham Tabik (Remote. Sens., 2020)

COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images. - 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; Eulalia Olmedo-Sánchez; et al. (IEEE J. Biomed. Health Informatics, 2020)

Mask R-CNN and OBIA Fusion Improves the Segmentation of Scattered Vegetation in Very High-Resolution Optical Sensors. - Emilio Guirado; Javier Blanco-Sacristán; Emilio Rodríguez-Caballero; Siham Tabik; Domingo Alcaraz-Segura; Jaime Martínez Valderrama; Javier Cabello (Sensors, 2021)

Olive Tree Biovolume from UAV Multi-Resolution Image Segmentation with Mask R-CNN. - Anastasiia Safonova; Emilio Guirado; Yuriy Maglinets; Domingo Alcaraz-Segura; Siham Tabik (Sensors, 2021)

Aridity Thresholds Determine the Relationships Between Ecosystem Functioning and Remotely Sensed Indicators Across Patagonia. - Yanchuang Zhao; Emilio Guirado; Juan J. Gaitán; Fernando T. Maestre (IEEE Trans. Geosci. Remote. Sens., 2022)