Agriculture 5.0: Cutting-Edge Technologies, Trends, and Challenges
Fountas, Spyros, Espejo-Garcia, Borja, Kasimati, Aikaterini, Gemtou, Marilena, Panoutsopoulos, Hercules, Anastasiou, Evangelos
Published in IT professional (01.01.2024)
Published in IT professional (01.01.2024)
Get full text
Journal Article
Can Satellites Predict Yield? Ensemble Machine Learning and Statistical Analysis of Sentinel-2 Imagery for Processing Tomato Yield Prediction
Darra, Nicoleta, Espejo-Garcia, Borja, Kasimati, Aikaterini, Kriezi, Olga, Psomiadis, Emmanouil, Fountas, Spyros
Published in Sensors (Basel, Switzerland) (26.02.2023)
Published in Sensors (Basel, Switzerland) (26.02.2023)
Get full text
Journal Article
Assessment of Different Object Detectors for the Maturity Level Classification of Broccoli Crops Using UAV Imagery
Psiroukis, Vasilis, Espejo-Garcia, Borja, Chitos, Andreas, Dedousis, Athanasios, Karantzalos, Konstantinos, Fountas, Spyros
Published in Remote sensing (Basel, Switzerland) (01.02.2022)
Published in Remote sensing (Basel, Switzerland) (01.02.2022)
Get full text
Journal Article
Investigating a Selection of Methods for the Prediction of Total Soluble Solids Among Wine Grape Quality Characteristics Using Normalized Difference Vegetation Index Data From Proximal and Remote Sensing
Kasimati, Aikaterini, Espejo-Garcia, Borja, Vali, Eleanna, Malounas, Ioannis, Fountas, Spyros
Published in Frontiers in plant science (11.06.2021)
Published in Frontiers in plant science (11.06.2021)
Get full text
Journal Article
Testing the Suitability of Automated Machine Learning for Weeds Identification
Espejo-Garcia, Borja, Malounas, Ioannis, Vali, Eleanna, Fountas, Spyros
Published in AI (Basel) (01.03.2021)
Published in AI (Basel) (01.03.2021)
Get full text
Journal Article
Eden Library: A long-term database for storing agricultural multi-sensor datasets from UAV and proximal platforms
Mylonas, Nikos, Malounas, Ioannis, Mouseti, Sofia, Vali, Eleanna, Espejo-Garcia, Borja, Fountas, Spyros
Published in Smart agricultural technology (01.12.2022)
Published in Smart agricultural technology (01.12.2022)
Get full text
Journal Article
AI-Assisted Vision for Agricultural Robots
Fountas, Spyros, Malounas, Ioannis, Athanasakos, Loukas, Avgoustakis, Ioannis, Espejo-Garcia, Borja
Published in AgriEngineering (01.08.2022)
Published in AgriEngineering (01.08.2022)
Get full text
Journal Article
Aggregation-based information retrieval system for geospatial data catalogs
Lacasta, Javier, Lopez-Pellicer, F. Javier, Espejo-García, Borja, Nogueras-Iso, Javier, Zarazaga-Soria, F. Javier
Published in International journal of geographical information science : IJGIS (03.08.2017)
Published in International journal of geographical information science : IJGIS (03.08.2017)
Get full text
Journal Article
Towards weeds identification assistance through transfer learning
Espejo-Garcia, Borja, Mylonas, Nikos, Athanasakos, Loukas, Fountas, Spyros, Vasilakoglou, Ioannis
Published in Computers and electronics in agriculture (01.04.2020)
Published in Computers and electronics in agriculture (01.04.2020)
Get full text
Journal Article
Investigating the effect of different fine-tuning configuration scenarios on agricultural term extraction using BERT
Panoutsopoulos, Hercules, Espejo-Garcia, Borja, Raaijmakers, Stephan, Wang, Xu, Fountas, Spyros, Brewster, Christopher
Published in Computers and electronics in agriculture (01.10.2024)
Published in Computers and electronics in agriculture (01.10.2024)
Get full text
Journal Article
The Future of Digital Agriculture: Technologies and Opportunities
Fountas, Spyros, Espejo-Garcia, Borja, Kasimati, Aikaterini, Mylonas, Nikolaos, Darra, Nicoleta
Published in IT professional (01.01.2020)
Published in IT professional (01.01.2020)
Get full text
Journal Article
Top-tuning on transformers and data augmentation transferring for boosting the performance of weed identification
Espejo-Garcia, Borja, Panoutsopoulos, Hercules, Anastasiou, Evangelos, Rodríguez-Rigueiro, Francisco Javier, Fountas, Spyros
Published in Computers and electronics in agriculture (01.08.2023)
Published in Computers and electronics in agriculture (01.08.2023)
Get full text
Journal Article
Machine learning for automatic rule classification of agricultural regulations: A case study in Spain
Espejo-Garcia, Borja, Martinez-Guanter, Jorge, Pérez-Ruiz, Manuel, Lopez-Pellicer, Francisco J., Javier Zarazaga-Soria, F.
Published in Computers and electronics in agriculture (01.07.2018)
Published in Computers and electronics in agriculture (01.07.2018)
Get full text
Journal Article
End-to-end sequence labeling via deep learning for automatic extraction of agricultural regulations
Espejo-Garcia, Borja, Lopez-Pellicer, Francisco J., Lacasta, Javier, Piedrafita Moreno, Ramón, Zarazaga-Soria, F. Javier
Published in Computers and electronics in agriculture (01.07.2019)
Published in Computers and electronics in agriculture (01.07.2019)
Get full text
Journal Article