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Journal Articles
- 2024
[j20]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: 108795 (2024)- [j19]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: 109268 (2024) - [j18]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): 40-47 (2024) - 2023
- [j17]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: 107814 (2023) - [j16]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: 108055 (2023) - [j15]Vasilis Psiroukis, George Papadopoulos, Aikaterini Kasimati, Nikos Tsoulias, Spyros Fountas:
Cotton Growth Modelling Using UAS-Derived DSM and RGB Imagery. Remote. Sens. 15(5): 1214 (2023) - [j14]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): 2586 (2023) - [j13]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: 101548 (2023) - 2022
- [j12]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: 106868 (2022) - [j11]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: 107080 (2022) - [j10]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): 731 (2022) - [j9]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): 4202 (2022) - [j8]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): 3249 (2022) - 2020
- [j7]Borja Espejo-García, Nikos Mylonas, Loukas Athanasakos, Spyros Fountas, Ioannis Vasilakoglou:
Towards weeds identification assistance through transfer learning. Comput. Electron. Agric. 171: 105306 (2020) - [j6]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: 105593 (2020) - [j5]Spyros Fountas, Borja Espejo-García, Aikaterini Kasimati, Nikolaos Mylonas, Nicoleta Darra:
The Future of Digital Agriculture: Technologies and Opportunities. IT Prof. 22(1): 24-28 (2020) - [j4]Spyros Fountas, Nikos Mylonas, Ioannis Malounas, Efthymios Rodias, Christoph Hellmann Santos, Erik Pekkeriet:
Agricultural Robotics for Field Operations. Sensors 20(9): 2672 (2020) - 2015
- [j3]Spyros Fountas, Claus Grøn Sørensen, Zisis Tsiropoulos, Christos Cavalaris, Vasileios Liakos, Theofanis A. Gemtos:
Farm machinery management information system. Comput. Electron. Agric. 110: 131-138 (2015) - [j2]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: 40-50 (2015) - 2005
- [j1]Stavros G. Vougioukas, Spyros Fountas, Simon Blackmore, Lie Tang:
Combining reactive and deterministic behaviours for mobile agricultural robots. Oper. Res. 5(1): 153-163 (2005)
Conference and Workshop Papers
- 2024
- [c7]Nicoleta Darra, Borja Espejo-García, Emmanouil Psomiadis, Spyros Fountas:
Optimizing Crop Yield Prediction: Inter-Dated Vegetation Indices & Automl Ensembles in Processing Tomato Crop. IGARSS 2024: 4320-4324 - 2022
- [c6]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:
Deploying Low-Cost and Full Edge-IoT/AI System for Optimizing Irrigation in Smallholder Farmers Communities. Intelligent Environments (Workshops) 2022: 126-135 - 2021
- [c5]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 - 2017
- [c4]Anna Vatsanidou, George Nanos, Spyros Fountas, Theofanis A. Gemtos:
Environmental Assessment of Precision Farming Techniques in a Pear Orchard. HAICTA 2017: 279-283 - 2015
- [c3]Theofanis A. Gemtos, Christos Cavalaris, Christos Caramoutis, Dimitris Anagnostopoulos, Stavros G. Giouvanidis, Spyros Fountas:
Soil Parameters Assessment by Remote Sensing. HAICTA 2015: 814-820 - 2011
- [c2]Theofanis A. Gemtos, Spyros Fountas, Katerina Aggelopoulou:
Precision Agriculture Applications In Horticultural Crops In Greece and Worldwide. HAICTA 2011: 451-462 - [c1]Aristotelis C. Tagarakis, Vasilis Liakos, Leonidas Perlepes, Spyros Fountas, Theofanis A. Gemtos:
Wireless Sensor Network for Precision Agriculture. Panhellenic Conference on Informatics 2011: 397-402
Coauthor Index
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