Spyros Fountas

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 20

Top Topics

Semantic Data Model

Transfer Learning

Term Extraction

Spectral Features

Top Venues

Comput. Electron. Agric.

Publications

Hercules Panoutsopoulos, Borja Espejo-García, Stephan Raaijmakers, Xu Wang, Spyros Fountas, Christopher Brewster
Investigating the effect of different fine-tuning configuration scenarios on agricultural term extraction using BERT. Comput. Electron. Agric. 225 (2024)
Spyros Fountas, Borja Espejo-García, Aikaterini Kasimati, Marilena Gemtou, Hercules Panoutsopoulos, Evangelos Anastasiou
Agriculture 5.0: Cutting-Edge Technologies, Trends, and Challenges. IT Prof. 26 (1) (2024)
Hanhui Jiang, Bryan Gilbert Murengami, Liguo Jiang, Chi Chen, Ciaran Johnson, Fernando Alfredo Auat Cheeín, Spyros Fountas, Rui Li, Longsheng Fu
Automated segmentation of individual leafy potato stems after canopy consolidation using YOLOv8x with spatial and spectral features for UAV-based dense crop identification. Comput. Electron. Agric. 219 (2024)
Nicoleta Darra, Borja Espejo-García, Aikaterini Kasimati, Olga Kriezi, Emmanouil Psomiadis, Spyros Fountas
Can Satellites Predict Yield? Ensemble Machine Learning and Statistical Analysis of Sentinel-2 Imagery for Processing Tomato Yield Prediction. Sensors 23 (5) (2023)
Vasilis Psiroukis, George Papadopoulos, Aikaterini Kasimati, Nikos Tsoulias, Spyros Fountas
Cotton Growth Modelling Using UAS-Derived DSM and RGB Imagery. Remote. Sens. 15 (5) (2023)
Juan Carlos Miranda, Jaume Arnó, Jordi Gené-Mola, Spyros Fountas, Eduard Gregorio
AKFruitYield: Modular benchmarking and video analysis software for Azure Kinect cameras for fruit size and fruit yield estimation in apple orchards. SoftwareX 24 (2023)
Borja Espejo-García, Hercules Panoutsopoulos, Evangelos Anastasiou, Francisco Javier Rodríguez-Rigueiro, Spyros Fountas
Top-tuning on transformers and data augmentation transferring for boosting the performance of weed identification. Comput. Electron. Agric. 211 (2023)
Guanao Zhao, Ruizhe Yang, Xudong Jing, Haosen Zhang, Zhenchao Wu, Xiaoming Sun, Hanhui Jiang, Rui Li, Xiaofeng Wei, Spyros Fountas, Huijun Zhang, Longsheng Fu
Phenotyping of individual apple tree in modern orchard with novel smartphone-based heterogeneous binocular vision and YOLOv5s. Comput. Electron. Agric. 209 (2023)
Aikaterini Kasimati, Borja Espejo-García, Nicoleta Darra, Spyros Fountas
Predicting Grape Sugar Content under Quality Attributes Using Normalized Difference Vegetation Index Data and Automated Machine Learning. Sensors 22 (9) (2022)
Vasilis Psiroukis, Borja Espejo-García, Andreas Chitos, Athanasios Dedousis, Konstantinos Karantzalos, Spyros Fountas
Assessment of Different Object Detectors for the Maturity Level Classification of Broccoli Crops Using UAV Imagery. Remote. Sens. 14 (3) (2022)
Congduc Pham, Abdur Rahim, Christian Hartmann, Corentin Dupont, Johann Forster, Felix Markwordt, Jean-François Printanier, Bouabdellah Kechar, Mohammed Benkhelifa, Kamal Baraka, Tarik Benabdelouahab, Thomas Bartzanas, Spyros Fountas
Deploying Low-Cost and Full Edge-IoT/AI System for Optimizing Irrigation in Smallholder Farmers Communities. Intelligent Environments (Workshops) (2022)
Borja Espejo-García, Ioannis Malounas, Nikos Mylonas, Aikaterini Kasimati, Spyros Fountas
Using EfficientNet and transfer learning for image-based diagnosis of nutrient deficiencies. Comput. Electron. Agric. 196 (2022)
Vasilis Psiroukis, Nicoleta Darra, Aikaterini Kasimati, Pavel Trojacek, Gunay Hasanli, Spyros Fountas
Development of a Multi-Scale Tomato Yield Prediction Model in Azerbaijan Using Spectral Indices from Sentinel-2 Imagery. Remote. Sens. 14 (17) (2022)
Ahmed Kayad, Marco Sozzi, Dimitrios S. Paraforos, Francelino A. Rodrigues, Yafit Cohen, Spyros Fountas, Medel-Jimenez Francisco, Andrea Pezzuolo, Stefano Grigolato, Francesco Marinello
How many gigabytes per hectare are available in the digital agriculture era? A digitization footprint estimation. Comput. Electron. Agric. 198 (2022)
Hercules Panoutsopoulos, Christopher Brewster, Spyros Fountas
A Semantic Data Model for a FAIR Digital Repository of Heterogeneous Agricultural Digital Objects. The Case of the EUREKA FarmBook. JOWO (2021)
Borja Espejo-García, Nikos Mylonas, Loukas Athanasakos, Spyros Fountas, Ioannis Vasilakoglou
Towards weeds identification assistance through transfer learning. Comput. Electron. Agric. 171 (2020)
Borja Espejo-García, Nikolaos Mylonas, Loukas Athanasakos, Spyros Fountas
Improving weeds identification with a repository of agricultural pre-trained deep neural networks. Comput. Electron. Agric. 175 (2020)
Spyros Fountas, Nikos Mylonas, Ioannis Malounas, Efthymios Rodias, Christoph Hellmann Santos, Erik Pekkeriet
Agricultural Robotics for Field Operations. Sensors 20 (9) (2020)
Spyros Fountas, Borja Espejo-García, Aikaterini Kasimati, Nikolaos Mylonas, Nicoleta Darra
The Future of Digital Agriculture: Technologies and Opportunities. IT Prof. 22 (1) (2020)
Anna Vatsanidou, George Nanos, Spyros Fountas, Theofanis A. Gemtos
Environmental Assessment of Precision Farming Techniques in a Pear Orchard. HAICTA (2017)
Theofanis A. Gemtos, Christos Cavalaris, Christos Caramoutis, Dimitris Anagnostopoulos, Stavros G. Giouvanidis, Spyros Fountas
Soil Parameters Assessment by Remote Sensing. HAICTA (2015)
Spyros Fountas, Giacomo Carli, Claus Grøn Sørensen, Zisis Tsiropoulos, Christos Cavalaris, Anna Vatsanidou, B. Liakos, Maurizio Canavari, Jens Wiebensohn, B. Tisserye
Farm management information systems: Current situation and future perspectives. Comput. Electron. Agric. 115 (2015)
Spyros Fountas, Claus Grøn Sørensen, Zisis Tsiropoulos, Christos Cavalaris, Vasileios Liakos, Theofanis A. Gemtos
Farm machinery management information system. Comput. Electron. Agric. 110 (2015)
Theofanis A. Gemtos, Spyros Fountas, Katerina Aggelopoulou
Precision Agriculture Applications In Horticultural Crops In Greece and Worldwide. HAICTA (2011)
Aristotelis Tagarakis, Vasilis Liakos, Leonidas Perlepes, Spyros Fountas, Theofanis A. Gemtos
Wireless Sensor Network for Precision Agriculture. Panhellenic Conference on Informatics (2011)
Stavros G. Vougioukas, Spyros Fountas, Simon Blackmore, Lie Tang
Combining reactive and deterministic behaviours for mobile agricultural robots. Oper. Res. 5 (1) (2005)