Publications

Journals

2021

Orchard Mapping with Deep Learning Semantic Segmentation
Anagnostis, A.; Tagarakis, A.C.; Kateris, D.; Moysiadis, V.; Sørensen, C.G.; Pearson, S.; Bochtis, D. Sensors 2021, 21, 3813.
Machine Learning in Agriculture: A Comprehensive Updated Review.

Benos, L.; Tagarakis, A.C.; Dolias, G.; Berruto, R.; Kateris, D.; Bochtis, D. Sensors 2021, 21, 3758.

https://doi.org/10.3390/s21113758
A deep learning approach for anthracnose infected trees classification in walnut orchards

Anagnostis, A.C. Tagarakis, G. Asiminari, E. Papageorgiou, D. Kateris, D. Moshou, D. Bochtis. Computers and Electronics in Agriculture 2021. 

https://doi.org/10.1016/j.compag.2021.105998

Human Activity Recognition through Recurrent Neural Networks for Human–Robot Interaction in Agriculture

Anagnostis, A.; Benos, L.; Tsaopoulos, D.; Tagarakis, A.; Tsolakis, N.; Bochtis, D. . Appl. Sci. 2021, 11, 2188. 

https://doi.org/10.3390/app11052188