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Journal Articles
- 2024
[j4]Junfeng Gao
, Wenzhi Liao, David Nuyttens, Peter Lootens, Wenxin Xue, Erik Alexandersson, Jan G. Pieters:
Cross-domain transfer learning for weed segmentation and mapping in precision farming using ground and UAV images. Expert Syst. Appl. 246: 122980 (2024)- 2023
- [j3]Chao Qi, Murilo Sandroni, Jesper Cairo Westergaard, Ea Høegh Riis Sundmark, Merethe Bagge, Erik Alexandersson, Junfeng Gao:
In-field classification of the asymptomatic biotrophic phase of potato late blight based on deep learning and proximal hyperspectral imaging. Comput. Electron. Agric. 205: 107585 (2023) - [j2]Florent Abdelghafour, Sajeevan Radha Sivarajan, Ingi Abdelmeguid, Maxime Ryckewaert, Jean-Michel Roger, Ryad Bendoula, Erik Alexandersson:
Including measurement effects and temporal variations in VIS-NIRS models to improve early detection of plant disease: Application to Alternaria solani in potatoes. Comput. Electron. Agric. 211: 107947 (2023) - 2021
- [j1]Junfeng Gao, Jesper Cairo Westergaard, Ea Høegh Riis Sundmark, Merethe Bagge, Erland Liljeroth, Erik Alexandersson:
Automatic late blight lesion recognition and severity quantification based on field imagery of diverse potato genotypes by deep learning. Knowl. Based Syst. 214: 106723 (2021)
Informal and Other Publications
- 2024
- [i3]Xianjun Yang, Junfeng Gao, Wenxin Xue, Erik Alexandersson:
PLLaMa: An Open-source Large Language Model for Plant Science. CoRR abs/2401.01600 (2024) - 2022
- [i2]Junfeng Gao, Wenzhi Liao, David Nuyttens, Peter Lootens, Erik Alexandersson, Jan G. Pieters:
Transferring learned patterns from ground-based field imagery to predict UAV-based imagery for crop and weed semantic segmentation in precision crop farming. CoRR abs/2210.11545 (2022) - 2021
- [i1]Chao Qi, Murilo Sandroni, Jesper Cairo Westergaard, Ea Høegh Riis Sundmark, Merethe Bagge, Erik Alexandersson, Junfeng Gao:
In-field early disease recognition of potato late blight based on deep learning and proximal hyperspectral imaging. CoRR abs/2111.12155 (2021)
Coauthor Index
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