Spyros Fountas

According to our database, Spyros Fountas authored at least 27 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Agriculture 5.0: Cutting-Edge Technologies, Trends, and Challenges.

Spyros Fountas, Borja Espejo-García, Aikaterini Kasimati, Marilena Gemtou, Hercules Panoutsopoulos, Evangelos Anastasiou

IT Prof., 2024

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

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

Comput. Electron. Agric., 2024

Automated segmentation of individual leafy potato stems after canopy consolidation using YOLOv8x with spatial and spectral features for UAV-based dense crop identification.

Hanhui Jiang, Bryan Gilbert Murengami, Liguo Jiang, Chi Chen, Ciaran Johnson, Fernando Alfredo Auat Cheeín, Spyros Fountas, Rui Li, Longsheng Fu

Comput. Electron. Agric., 2024

Optimizing Crop Yield Prediction: Inter-Dated Vegetation Indices & Automl Ensembles in Processing Tomato Crop.

Nicoleta Darra, Borja Espejo-García, Emmanouil Psomiadis, Spyros Fountas

Proceedings of the IGARSS 2024, 2024

2023

AKFruitYield: Modular benchmarking and video analysis software for Azure Kinect cameras for fruit size and fruit yield estimation in apple orchards.

Juan Carlos Miranda, Jaume Arnó, Jordi Gené-Mola, Spyros Fountas, Eduard Gregorio

SoftwareX, December, 2023

Top-tuning on transformers and data augmentation transferring for boosting the performance of weed identification.

Borja Espejo-García, Hercules Panoutsopoulos, Evangelos Anastasiou, Francisco Javier Rodríguez-Rigueiro, Spyros Fountas

Comput. Electron. Agric., August, 2023

Phenotyping of individual apple tree in modern orchard with novel smartphone-based heterogeneous binocular vision and YOLOv5s.

Guanao Zhao, Ruizhe Yang, Xudong Jing, Haosen Zhang, Zhenchao Wu, Xiaoming Sun, Hanhui Jiang, Rui Li, Xiaofeng Wei, Spyros Fountas, Huijun Zhang, Longsheng Fu

Comput. Electron. Agric., June, 2023

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

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

Sensors, March, 2023

Cotton Growth Modelling Using UAS-Derived DSM and RGB Imagery.

Vasilis Psiroukis, George Papadopoulos, Aikaterini Kasimati, Nikos Tsoulias, Spyros Fountas

Remote. Sens., March, 2023

2022

How many gigabytes per hectare are available in the digital agriculture era? A digitization footprint estimation.

Ahmed Kayad, Marco Sozzi, Dimitrios S. Paraforos, Francelino A. Rodrigues, Yafit Cohen, Spyros Fountas, Medel-Jimenez Francisco, Andrea Pezzuolo, Stefano Grigolato, Francesco Marinello

Comput. Electron. Agric., July, 2022

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

Aikaterini Kasimati, Borja Espejo-García, Nicoleta Darra, Spyros Fountas

Sensors, 2022

Assessment of Different Object Detectors for the Maturity Level Classification of Broccoli Crops Using UAV Imagery.

Vasilis Psiroukis, Borja Espejo-García, Andreas Chitos, Athanasios Dedousis, Konstantinos Karantzalos, Spyros Fountas

Remote. Sens., 2022

Development of a Multi-Scale Tomato Yield Prediction Model in Azerbaijan Using Spectral Indices from Sentinel-2 Imagery.

Vasilis Psiroukis, Nicoleta Darra, Aikaterini Kasimati, Pavel Trojacek, Gunay Hasanli, Spyros Fountas

Remote. Sens., 2022

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

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

Comput. Electron. Agric., 2022

Deploying Low-Cost and Full Edge-IoT/AI System for Optimizing Irrigation in Smallholder Farmers Communities.

Congduc Pham, Abdur Rahim, Christian Hartmann, Corentin Dupont, Johann Forster, Felix Markwordt, Jean-François Printanier, Kechar Bouabdellah, Mohammed Benkhelifa, Kamal Baraka, Tarik Benabdelouahab, Thomas Bartzanas, Spyros Fountas

Proceedings of the Workshops at 18th International Conference on Intelligent Environments (IE2022), 2022

2021

A Semantic Data Model for a FAIR Digital Repository of Heterogeneous Agricultural Digital Objects. The Case of the EUREKA FarmBook.

Hercules Panoutsopoulos, Christopher Brewster, Spyros Fountas

Proceedings of the Joint Ontology Workshops 2021 Episode VII: The Bolzano Summer of Knowledge co-located with the 12th International Conference on Formal Ontology in Information Systems (FOIS 2021), 2021

2020

Agricultural Robotics for Field Operations.

Spyros Fountas, Nikos Mylonas, Ioannis Malounas, Efthymios Rodias, Christoph Hellmann Santos, Erik Pekkeriet

Sensors, 2020

The Future of Digital Agriculture: Technologies and Opportunities.

Spyros Fountas, Borja Espejo-García, Aikaterini Kasimati, Nikolaos Mylonas, Nicoleta Darra

IT Prof., 2020

Improving weeds identification with a repository of agricultural pre-trained deep neural networks.

Borja Espejo-García, Nikolaos Mylonas, Loukas Athanasakos, Spyros Fountas

Comput. Electron. Agric., 2020

Towards weeds identification assistance through transfer learning.

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

Comput. Electron. Agric., 2020

2017

Environmental Assessment of Precision Farming Techniques in a Pear Orchard.

Anna Vatsanidou, George Nanos, Spyros Fountas, Theofanis A. Gemtos

Proceedings of the 8th International Conference on Information and Communication Technologies in Agriculture, 2017

2015

Farm machinery management information system.

Spyros Fountas, Claus Grøn Sørensen, Zisis Tsiropoulos, Christos Cavalaris, Vasileios Liakos, Theofanis A. Gemtos

Comput. Electron. Agric., 2015

Farm management information systems: Current situation and future perspectives.

Spyros Fountas, Giacomo Carli, Claus Grøn Sørensen, Zisis Tsiropoulos, Christos Cavalaris, Anna Vatsanidou, B. Liakos, Maurizio Canavari, Jens Wiebensohn, B. Tisserye

Comput. Electron. Agric., 2015

Soil Parameters Assessment by Remote Sensing.

Theofanis A. Gemtos, Christos Cavalaris, Christos Caramoutis, Dimitris Anagnostopoulos, Stavros G. Giouvanidis, Spyros Fountas

Proceedings of the 7th International Conference on Information and Communication Technologies in Agriculture, 2015

2011

Wireless Sensor Network for Precision Agriculture.

Aristotelis C. Tagarakis, Vasilis Liakos, Leonidas Perlepes, Spyros Fountas, Theofanis A. Gemtos

Proceedings of the 15th Panhellenic Conference on Informatics, 2011

Precision Agriculture Applications In Horticultural Crops In Greece and Worldwide.

Theofanis A. Gemtos, Spyros Fountas, Katerina Aggelopoulou

Proceedings of the 5th International Conference on Information and Communication Technologies for Sustainable Agri-production and Environment (HAICTA 2011), 2011

2005

Combining reactive and deterministic behaviours for mobile agricultural robots.

Stavros G. Vougioukas, Spyros Fountas, Simon Blackmore, Lie Tang

Oper. Res., 2005