Spyros Fountas - researchr alias

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Viewing Publication 1 - 23 from 23

2024

Agriculture 5.0: Cutting-Edge Technologies, Trends, and ChallengesSpyros Fountas, Borja Espejo-García, Aikaterini Kasimati, Marilena Gemtou, Hercules Panoutsopoulos, Evangelos Anastasiou. itpro, 26(1):40-47, January - February 2024. [doi]

2023

Can Satellites Predict Yield? Ensemble Machine Learning and Statistical Analysis of Sentinel-2 Imagery for Processing Tomato Yield PredictionNicoleta Darra, Borja Espejo-García, Aikaterini Kasimati, Olga Kriezi, Emmanouil Psomiadis, Spyros Fountas. sensors, 23(5):2586, March 2023. [doi]

Top-tuning on transformers and data augmentation transferring for boosting the performance of weed identificationBorja Espejo-García, Hercules Panoutsopoulos, Evangelos Anastasiou, Francisco Javier Rodríguez-Rigueiro, Spyros Fountas. cea, 211:108055, August 2023. [doi]

AKFruitYield: Modular benchmarking and video analysis software for Azure Kinect cameras for fruit size and fruit yield estimation in apple orchardsJuan Carlos Miranda, Jaume Arnó, Jordi Gené-Mola, Spyros Fountas, Eduard Gregorio. softx, 24:101548, December 2023. [doi]

Cotton Growth Modelling Using UAS-Derived DSM and RGB ImageryVasilis Psiroukis, George Papadopoulos, Aikaterini Kasimati, Nikos Tsoulias, Spyros Fountas. remotesensing, 15(5):1214, March 2023. [doi]

Phenotyping of individual apple tree in modern orchard with novel smartphone-based heterogeneous binocular vision and YOLOv5sGuanao Zhao, Ruizhe Yang, Xudong Jing, Haosen Zhang, Zhenchao Wu, Xiaoming Sun, Hanhui Jiang, Rui Li 0069, Xiaofeng Wei, Spyros Fountas, Huijun Zhang, Longsheng Fu. cea, 209:107814, June 2023. [doi]

2022

Using EfficientNet and transfer learning for image-based diagnosis of nutrient deficienciesBorja Espejo-García, Ioannis Malounas, Nikos Mylonas, Aikaterini Kasimati, Spyros Fountas. cea, 196:106868, 2022. [doi]

Predicting Grape Sugar Content under Quality Attributes Using Normalized Difference Vegetation Index Data and Automated Machine LearningAikaterini Kasimati, Borja Espejo-García, Nicoleta Darra, Spyros Fountas. sensors, 22(9):3249, 2022. [doi]

How many gigabytes per hectare are available in the digital agriculture era? A digitization footprint estimationAhmed Kayad, Marco Sozzi, Dimitrios S. Paraforos, Francelino A. Rodrigues, Yafit Cohen, Spyros Fountas, Medel-Jimenez Francisco, Andrea Pezzuolo, Stefano Grigolato, Francesco Marinello. cea, 198:107080, July 2022. [doi]

Deploying Low-Cost and Full Edge-IoT/AI System for Optimizing Irrigation in Smallholder Farmers CommunitiesCongDuc 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. intenv 2022: 126-135 [doi]

Assessment of Different Object Detectors for the Maturity Level Classification of Broccoli Crops Using UAV ImageryVasilis Psiroukis, Borja Espejo-García, Andreas Chitos, Athanasios Dedousis, Konstantinos Karantzalos, Spyros Fountas. remotesensing, 14(3):731, 2022. [doi]

Development of a Multi-Scale Tomato Yield Prediction Model in Azerbaijan Using Spectral Indices from Sentinel-2 ImageryVasilis Psiroukis, Nicoleta Darra, Aikaterini Kasimati, Pavel Trojacek, Gunay Hasanli, Spyros Fountas. remotesensing, 14(17):4202, 2022. [doi]

2021

A Semantic Data Model for a FAIR Digital Repository of Heterogeneous Agricultural Digital Objects. The Case of the EUREKA FarmBookHercules Panoutsopoulos, Christopher Brewster, Spyros Fountas. jowo 2021: [doi]

2020

2017

Environmental Assessment of Precision Farming Techniques in a Pear OrchardAnna Vatsanidou, George Nanos, Spyros Fountas, Theofanis A. Gemtos. haicta 2017: 279-283 [doi]

2015

2011

Precision Agriculture Applications In Horticultural Crops In Greece and WorldwideTheofanis Gemtos, Spyros Fountas, Katerina Aggelopoulou. haicta 2011: 451-462 [doi]

2005

Combining reactive and deterministic behaviours for mobile agricultural robotsStavros G. Vougioukas, Spyros Fountas, Simon Blackmore, Lie Tang. or, 5(1):153-163, 2005. [doi]

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