Spyros Fountas

33 papers B 1C 1Journal 26Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A novel electrostatic-assisted airflow pollination end-effector for kiwifruit flowers with optimized charging and spraying parameters. Comput. Electron. Agric. Yusong Ding, Leilei He, Juncai Huang, Xin Wei, Yufei Shi, Hin Lim, Spyros Fountas, Shaojin Wang, Rui Li, Longsheng Fu
2025	J	`jnl`	Advancements in artificial pollination of crops: from manual to autonomous. Comput. Electron. Agric. Leilei He, Xiaojuan Liu, Yusong Ding, Xudong Jing, Haojie Dang, Bryan Gilbert Murengami, Lamin L. Janneh, Rui Li, Spyros Fountas, Jayme Garcia Arnal Barbedo, Longsheng Fu
2025	J	`jnl`	Agricultural data privacy and federated learning: A review of challenges and opportunities. Comput. Electron. Agric. Rahool Dembani, Ioannis Karvelas, Nur Arifin Akbar, Stamatia Rizou, Domenico Tegolo, Spyros Fountas
2025	J	`jnl`	Foundation vision models in agriculture: DINOv2, LoRA and knowledge distillation for disease and weed identification. Comput. Electron. Agric. Borja Espejo-García, Ronja Güldenring, Lazaros Nalpantidis, Spyros Fountas
2025	J	`jnl`	Row-based kiwifruit counting pipeline for smartphone-captured videos using fruit tracking and detection region adaptation guided by support-post. Comput. Electron. Agric. Jiwei Zhang, Liguo Jiang, Leilei He, Zhenchao Wu, Rui Li, Jinyong Chen, Xiaoxu Sun, Yunfei Xue, Anastasia Grecheneva, Spyros Fountas, Longsheng Fu
2024	J	`jnl`	Agriculture 5.0: Cutting-Edge Technologies, Trends, and Challenges. IT Prof. Spyros Fountas, Borja Espejo-García, Aikaterini Kasimati, Marilena Gemtou, Hercules Panoutsopoulos, Evangelos Anastasiou
2024	J	`jnl`	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. Hanhui Jiang, Bryan Gilbert Murengami, Liguo Jiang, Chi Chen, Ciaran Johnson, Fernando Alfredo Auat Cheeín, Spyros Fountas, Rui Li, Longsheng Fu
2024	J	`jnl`	Data value creation in agriculture: A review. Comput. Electron. Agric. Havva Uyar, Ioannis Karvelas, Stamatia Rizou, Spyros Fountas
2024	J	`jnl`	Investigating the effect of different fine-tuning configuration scenarios on agricultural term extraction using BERT. Comput. Electron. Agric. Hercules Panoutsopoulos, Borja Espejo-García, Stephan Raaijmakers, Xu Wang, Spyros Fountas, Christopher Brewster
2024	C	`conf`	Optimizing Crop Yield Prediction: Inter-Dated Vegetation Indices & Automl Ensembles in Processing Tomato Crop. IGARSS Nicoleta Darra, Borja Espejo-García, Emmanouil Psomiadis, Spyros Fountas
2023	J	`jnl`	AKFruitYield: Modular benchmarking and video analysis software for Azure Kinect cameras for fruit size and fruit yield estimation in apple orchards. SoftwareX Juan Carlos Miranda, Jaume Arnó, Jordi Gené-Mola, Spyros Fountas, Eduard Gregorio
2023	J	`jnl`	Can Satellites Predict Yield? Ensemble Machine Learning and Statistical Analysis of Sentinel-2 Imagery for Processing Tomato Yield Prediction. Sensors Nicoleta Darra, Borja Espejo-García, Aikaterini Kasimati, Olga Kriezi, Emmanouil Psomiadis, Spyros Fountas
2023	J	`jnl`	Cotton Growth Modelling Using UAS-Derived DSM and RGB Imagery. Remote. Sens. Vasilis Psiroukis, George Papadopoulos, Aikaterini Kasimati, Nikos Tsoulias, Spyros Fountas
2023	J	`jnl`	Phenotyping of individual apple tree in modern orchard with novel smartphone-based heterogeneous binocular vision and YOLOv5s. Comput. Electron. Agric. Guanao Zhao, Ruizhe Yang, Xudong Jing, Haosen Zhang, Zhenchao Wu, Xiaoming Sun, Hanhui Jiang, Rui Li, Xiaofeng Wei, Spyros Fountas, Huijun Zhang, Longsheng Fu
2023	J	`jnl`	Top-tuning on transformers and data augmentation transferring for boosting the performance of weed identification. Comput. Electron. Agric. Borja Espejo-García, Hercules Panoutsopoulos, Evangelos Anastasiou, Francisco Javier Rodríguez-Rigueiro, Spyros Fountas
2022	J	`jnl`	Assessment of Different Object Detectors for the Maturity Level Classification of Broccoli Crops Using UAV Imagery. Remote. Sens. Vasilis Psiroukis, Borja Espejo-García, Andreas Chitos, Athanasios Dedousis, Konstantinos Karantzalos, Spyros Fountas
2022	B	`conf`	Deploying Low-Cost and Full Edge-IoT/AI System for Optimizing Irrigation in Smallholder Farmers Communities. Intelligent Environments (Workshops) 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
2022	J	`jnl`	Development of a Multi-Scale Tomato Yield Prediction Model in Azerbaijan Using Spectral Indices from Sentinel-2 Imagery. Remote. Sens. Vasilis Psiroukis, Nicoleta Darra, Aikaterini Kasimati, Pavel Trojacek, Gunay Hasanli, Spyros Fountas
2022	J	`jnl`	How many gigabytes per hectare are available in the digital agriculture era? A digitization footprint estimation. Comput. Electron. Agric. Ahmed Kayad, Marco Sozzi, Dimitrios S. Paraforos, Francelino A. Rodrigues, Yafit Cohen, Spyros Fountas, Medel-Jimenez Francisco, Andrea Pezzuolo, Stefano Grigolato, Francesco Marinello
2022	J	`jnl`	Predicting Grape Sugar Content under Quality Attributes Using Normalized Difference Vegetation Index Data and Automated Machine Learning. Sensors Aikaterini Kasimati, Borja Espejo-García, Nicoleta Darra, Spyros Fountas
2022	J	`jnl`	Using EfficientNet and transfer learning for image-based diagnosis of nutrient deficiencies. Comput. Electron. Agric. Borja Espejo-García, Ioannis Malounas, Nikos Mylonas, Aikaterini Kasimati, Spyros Fountas
2021	—	`conf`	A Semantic Data Model for a FAIR Digital Repository of Heterogeneous Agricultural Digital Objects. The Case of the EUREKA FarmBook. JOWO Hercules Panoutsopoulos, Christopher Brewster, Spyros Fountas
2020	J	`jnl`	Agricultural Robotics for Field Operations. Sensors Spyros Fountas, Nikos Mylonas, Ioannis Malounas, Efthymios Rodias, Christoph Hellmann Santos, Erik Pekkeriet
2020	J	`jnl`	Improving weeds identification with a repository of agricultural pre-trained deep neural networks. Comput. Electron. Agric. Borja Espejo-García, Nikolaos Mylonas, Loukas Athanasakos, Spyros Fountas
2020	J	`jnl`	The Future of Digital Agriculture: Technologies and Opportunities. IT Prof. Spyros Fountas, Borja Espejo-García, Aikaterini Kasimati, Nikolaos Mylonas, Nicoleta Darra
2020	J	`jnl`	Towards weeds identification assistance through transfer learning. Comput. Electron. Agric. Borja Espejo-García, Nikos Mylonas, Loukas Athanasakos, Spyros Fountas, Ioannis Vasilakoglou
2017	—	`conf`	Environmental Assessment of Precision Farming Techniques in a Pear Orchard. HAICTA Anna Vatsanidou, George Nanos, Spyros Fountas, Theofanis A. Gemtos
2015	J	`jnl`	Farm machinery management information system. Comput. Electron. Agric. Spyros Fountas, Claus Grøn Sørensen, Zisis Tsiropoulos, Christos Cavalaris, Vasileios Liakos, Theofanis A. Gemtos
2015	J	`jnl`	Farm management information systems: Current situation and future perspectives. Comput. Electron. Agric. Spyros Fountas, Giacomo Carli, Claus Grøn Sørensen, Zisis Tsiropoulos, Christos Cavalaris, Anna Vatsanidou, B. Liakos, Maurizio Canavari, Jens Wiebensohn, B. Tisserye
2015	—	`conf`	Soil Parameters Assessment by Remote Sensing. HAICTA Theofanis A. Gemtos, Christos Cavalaris, Christos Caramoutis, Dimitris Anagnostopoulos, Stavros G. Giouvanidis, Spyros Fountas
2011	—	`conf`	Precision Agriculture Applications In Horticultural Crops In Greece and Worldwide. HAICTA Theofanis A. Gemtos, Spyros Fountas, Katerina Aggelopoulou
2011	—	`conf`	Wireless Sensor Network for Precision Agriculture. Panhellenic Conference on Informatics Aristotelis C. Tagarakis, Vasilis Liakos, Leonidas Perlepes, Spyros Fountas, Theofanis A. Gemtos
2005	J	`jnl`	Combining reactive and deterministic behaviours for mobile agricultural robots. Oper. Res. Stavros G. Vougioukas, Spyros Fountas, Simon Blackmore, Lie Tang