Borja Espejo-García - Publications, H-index & Citations

Borja Espejo-García

Agricultural University of Athens

17H指数

26论文数

1.1K被引数

收录论文 19

发表时间

Machine Learning to incorporate Root morphology with UAV multispectral imaging for yield and nitrogen prediction in cereals 机器学习结合根系形态与无人机多光谱成像技术，用于谷物产量及氮素预测

Smart Agricultural Technology

IF5.7

2025-12-16

OAAI

George Papadopoulos; Borja Espejo-Garcia; Ioannis Zafeiriou; Evgenia Georgiou; Antonia Oikonomou; Antonios Mauroeides; Panteleimon Stavropoulos; Ioanna Kakabouki; Spyros Fountas; Dimitris Bilalis

Foundation vision models in agriculture: DINOv2, LoRA and knowledge distillation for disease and weed identification 农业领域的基础视觉模型：DINOv2、LoRA及知识蒸馏技术在病害与杂草识别中的应用

Computers and Electronics in Agriculture

IF8.9

2025-08-21

PREAI

Borja Espejo-Garcia; Ronja Güldenring; Lazaros Nalpantidis; Spyros Fountas

Spectral bands vs. vegetation indices: An AutoML approach for processing tomato yield predictions based on Sentinel-2 imagery

SMART AGRICULTURAL TECHNOLOGY

IF5.7

2025-03-01

OAAI

Darra, Nicoleta; Espejo-Garcia, Borja; Psiroukis, Vassilis; Psomiadis, Emmanouil; Fountas, Spyros

Investigating the effect of different fine-tuning configuration scenarios on agricultural term extraction using BERT

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2024-10-01

OAAI

Panoutsopoulos, Hercules; Espejo-Garcia, Borja; Raaijmakers, Stephan; Wang, Xu; Fountas, Spyros; Brewster, Christopher

Top-tuning on transformers and data augmentation transferring for boosting the performance of weed identification 变压器的优化和数据增强传输，以提高杂草识别的性能

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2023-08-01

PREAI

Espejo-Garcia, Borja; Panoutsopoulos, Hercules; Anastasiou, Evangelos; Rodriguez-Rigueiro, Francisco Javier; Fountas, Spyros

Can Satellites Predict Yield? Ensemble Machine Learning and Statistical Analysis of Sentinel-2 Imagery; Processing Tomato Yield Prediction

SENSORS

IF3.5

2023-02-26

OAAI

Darra, Nicoleta; Espejo-Garcia, Borja; Kasimati, Aikaterini; Kriezi, Olga; Psomiadis, Emmanouil; Fountas, Spyros

Eden Library: A long-term database for storing agricultural multi-sensor datasets from UAV and proximal platforms

SMART AGRICULTURAL TECHNOLOGY

IF5.7

2022-12-01

PREAI

Mylonas, Nikos; Malounas, Ioannis; Mouseti, Sofia; Vali, Eleanna; Espejo-Garcia, Borja; Fountas, Spyros

AI-Assisted Vision for Agricultural Robots 农业机器人的AI辅助视觉

AGRIENGINEERING

IF3

2022-08-01

OAAI

Fountas, Spyros; Malounas, Ioannis; Athanasakos, Loukas; Avgoustakis, Ioannis; Espejo-Garcia, Borja

Using EfficientNet and transfer learning for image-based diagnosis of nutrient deficiencies

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2022-05-01

PREAI

Espejo-Garcia, Borja; Malounas, Ioannis; Mylonas, Nikos; Kasimati, Aikaterini; Fountas, Spyros

Predicting Grape Sugar Content under Quality Attributes Using Normalized Difference Vegetation Index Data and Automated Machine Learning

SENSORS

IF3.5

2022-04-23

OAAI

Kasimati, Aikaterini; Espejo-Garcia, Borja; Darra, Nicoleta; Fountas, Spyros

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 使用近端和遥感的归一化差异植被指数数据研究预测酿酒葡萄品质特征中总可溶性固形物的方法选择

FRONTIERS IN PLANT SCIENCE

IF4.8

2021-06-11

OAAI

Kasimati, Aikaterini; Espejo-Garcia, Borja; Vali, Eleanna; Malounas, Ioannis; Fountas, Spyros

Testing the Suitability of Automated Machine Learning for Weeds Identification 测试自动机器学习对杂草识别的适用性

IF5

2021-02-09

OAAI

Espejo-Garcia, Borja; Malounas, Ioannis; Vali, Eleanna; Fountas, Spyros

Improving weeds identification with a repository of agricultural pre-trained deep neural networks 使用农业预训练的深度神经网络库改进杂草识别

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2020-08-01

PREAI

Espejo-Garcia, Borja; Mylonas, Nikolaos; Athanasakos, Loukas; Fountas, Spyros

Towards weeds identification assistance through transfer learning 通过迁移学习实现杂草识别辅助

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2020-04-01

154

PREAI

Espejo-Garcia, Borja; Mylonas, Nikos; Athanasakos, Loukas; Fountas, Spyros; Vasilakoglou, Ioannis

End-to-end sequence labeling via deep learning for automatic extraction of agricultural regulations

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2019-07-01

PREAI

Espejo-Garcia, Borja; Lopez-Pellicer, Francisco J.; Lacasta, Javier; Piedrafita Moreno, Ramon; Javier Zarazaga-Soria, F.

Agricultural recommendation system for crop protection

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2018-09-01

OAAI

Lacasta, Javier; Javier Lopez-Pellicer, F.; Espejo-Garcia, Borja; Nogueras-Iso, Javier; Javier Zarazaga-Soria, F.

Machine learning for automatic rule classification of agricultural regulations: A case study in Spain

COMPUTERS AND ELECTRONICS IN AGRICULTURE

IF8.9

2018-07-01

PREAI

Espejo-Garcia, Borja; Martinez-Guanter, Jorge; Perez-Ruiz, Manuel; Lopez-Pellicer, Francisco J.; Javier Zarazaga-Soria, F.

Aggregation-based information retrieval system for geospatial data catalogs

INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE

IF5.1

2017-05-02

OAAI

Lacasta, Javier; Javier Lopez-Pellicer, F.; Espejo-Garcia, Borja; Nogueras-Iso, Javier; Javier Zarazaga-Soria, F.

Role of Decision Support System for Renewable Energy Outreach

ENVIRONMENTAL SCIENCE & TECHNOLOGY

IF11.3

2013-12-19

PREAI

Kumar Sidda, Naveen; Espejo-Garcia, Borja; Lopez-Pellicer, Francisco J.; Angel Latre, Miguel; Javier Zarazaga-Soria, F.

研究方向