Weed detection in precision agriculture: leveraging encoder-decoder models for semantic segmentation
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Publisher
Springer Science and Business Media LLC
Link
https://link.springer.com/content/pdf/10.1007/s12652-024-04832-9.pdf
Reference26 articles.
1. Badrinarayanan V, Kendall A, Cipolla R (2017) SegNet: a deep convolutional encoder-decoder architecture for image segmentation. IEEE Trans Pattern Anal Mach Intell 39(12):2481–2495
2. Bosilj P, Aptoula E, Duckett T, Cielniak G (2020) Transfer learning between crop types for semantic segmentation of crops versus weeds in precision agriculture. J Field Robot 37(1):7–19
3. Champ J, Mora-Fallas A, Goëau H, Mata‐Montero E, Bonnet P, Joly A (2020) Instance segmentation for the fine detection of crop and weed plants by precision agricultural robots. Appl Plant Sci 8(7):e11373
4. Fawakherji M, Youssef A, Bloisi D, Pretto A, Nardi D (2019) Crop and weeds classification for precision agriculture using context-independent pixel-wise segmentation. In: 2019 Third IEEE International Conference on Robotic Computing (IRC). IEEE, pp 146–152
5. Fawakherji M, Potena C, Prevedello I, Pretto A, Bloisi DD, Nardi D (2020) Data augmentation using GANs for crop/weed segmentation in precision farming. In: 2020 IEEE Conference on Control Technology and Applications (CCTA). IEEE, pp 279–284
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