| A deep learning-based solution for large-scale extraction of the secondary road network from high-resolution aerial orthoimagery CI Cira, R Alcarria, MÁ Manso-Callejo, F Serradilla Applied Sciences 10 (20), 7272, 2020 | 35 | 2020 |
| Generative learning for postprocessing semantic segmentation predictions: a lightweight conditional generative adversarial network based on Pix2pix to improve the extraction of … CI Cira, M Manso-Callejo, R Alcarria, T Fernandez Pareja, ... Land 10 (1), 79, 2021 | 24 | 2021 |
| A framework based on nesting of convolutional neural networks to classify secondary roads in high resolution aerial orthoimages CI Cira, R Alcarria, MÁ Manso-Callejo, F Serradilla Remote Sensing 12 (5), 765, 2020 | 23 | 2020 |
| Review on spatio-temporal solar forecasting methods driven by in situ measurements or their combination with satellite and numerical weather prediction (NWP) estimates L Benavides Cesar, R Amaro e Silva, MÁ Manso Callejo, CI Cira Energies 15 (12), 4341, 2022 | 21 | 2022 |
| Improving road surface area extraction via semantic segmentation with conditional generative learning for deep inpainting operations CI Cira, M Kada, MÁ Manso-Callejo, R Alcarria, B Bordel Sanchez ISPRS International Journal of Geo-Information 11 (1), 43, 2022 | 20 | 2022 |
| First dataset of wind turbine data created at national level with deep learning techniques from aerial orthophotographs with a spatial resolution of 0.5 m/pixel MÁ Manso-Callejo, CI Cira, RPA Garrido, FJG Matesanz IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2021 | 15 | 2021 |
| Optimizing the recognition and feature extraction of wind turbines through hybrid semantic segmentation architectures MÁ Manso-Callejo, CI Cira, R Alcarria, JJ Arranz-Justel Remote Sensing 12 (22), 3743, 2020 | 15 | 2020 |
| BERT (Bidirectional Encoder Representations from Transformers) for missing data imputation in solar irradiance time series LB Cesar, MÁ Manso-Callejo, CI Cira Engineering Proceedings 39 (1), 26, 2023 | 12 | 2023 |
| A deep convolutional neural network to detect the existence of geospatial elements in high-resolution aerial imagery CI Cira, R Alcarria, MÁ Manso-Callejo, F Serradilla Proceedings 19 (1), 17, 2019 | 11 | 2019 |
| Evaluation of transfer learning techniques with convolutional neural networks (cnns) to detect the existence of roads in high-resolution aerial imagery CI Cira, R Alcarria, MÁ Manso-Callejo, F Serradilla International Conference on Applied Informatics, 185-198, 2019 | 9 | 2019 |
| State-level mapping of the road transport network from aerial orthophotography: an end-to-end road extraction solution based on deep learning models trained for recognition … CI Cira, MÁ Manso-Callejo, R Alcarria, B Bordel Sánchez, ... Remote Sensing 15 (8), 2099, 2023 | 8 | 2023 |
| Convolutional Neural Networks Adapted for Regression Tasks: Predicting the Orientation of Straight Arrows on Marked Road Pavement Using Deep Learning and Rectified Orthophotography CI Cira, A Díaz-Álvarez, F Serradilla, MÁ Manso-Callejo Electronics 12 (18), 3980, 2023 | 5 | 2023 |
| Ensemble of optimised machine learning algorithms for predicting surface soil moisture content at global scale Q Han, Y Zeng, L Zhang, CI Cira, E Prikaziuk, T Duan, C Wang, B Szabó, ... Geoscientific Model Development Discussions 2023, 1-40, 2023 | 5 | 2023 |
| Assessment of the large-scale extraction of photovoltaic (PV) panels with a workflow based on artificial neural networks and algorithmic postprocessing of vectorization results MÁ Manso-Callejo, CI Cira, JJ Arranz-Justel, I Sinde-González, ... International Journal of Applied Earth Observation and Geoinformation 125 …, 2023 | 4 | 2023 |
| Dataset containing orthoimages tagged with road information covering approximately 8650 km2 of the Spanish territory (SROADEX) MÁ Manso-Callejo, CI Cira, A González-Jiménez, JJ Querol-Pascual Data in Brief 42, 108316, 2022 | 4 | 2022 |
| CyL-GHI: Global Horizontal Irradiance Dataset Containing 18 Years of Refined Data at 30-Min Granularity from 37 Stations Located in Castile and León (Spain) LB Cesar, MÁM Callejo, CI Cira, R Alcarria Data 8 (4), 65, 2023 | 3 | 2023 |
| A methodology based on unsupervised learning techniques to identify the degree of food processing IFV Marcos, B Bordel, CI Cira, R Alcarria 2022 17th Iberian Conference on Information Systems and Technologies (CISTI …, 2022 | 3 | 2022 |
| Contribution to Object Extraction in Cartography: A Novel Deep Learning-Based Solution to Recognise, Segment and Post-Process the Road Transport Network as a Continuous … CI Cira Topografia, 2022 | 3 | 2022 |
| Non-destructive measurements for 3D modeling and monitoring of large buildings using terrestrial laser scanning and unmanned aerial systems ME Nap, S Chiorean, CI Cira, MÁ Manso-Callejo, V Păunescu, EE Șuba, ... Sensors 23 (12), 5678, 2023 | 2 | 2023 |
| CyL-GHI: Global Horizontal Irradiance Dataset Containing 18 Years of Refined Data at 30-Min Granularity from 37 Stations Located in Castile and León (Spain) L Benavides Cesar, MÁ Manso Callejo, CI Cira, R Alcarria Data 8 (4), 65, 2023 | 2 | 2023 |
