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2020 – today
- 2024
[j10]Abderraouf Amrani
, Dean Diepeveen, David Murray, Michael G. K. Jones, Ferdous Sohel:
Multi-task learning model for agricultural pest detection from crop-plant imagery: A Bayesian approach. Comput. Electron. Agric. 218: 108719 (2024)- [j9]Masoud Rezaei, Dean Diepeveen, Hamid Laga, Michael G. K. Jones, Ferdous Sohel:
Plant disease recognition in a low data scenario using few-shot learning. Comput. Electron. Agric. 219: 108812 (2024) - [j8]Sayma Shammi, Dean Diepeveen, Sebastian Zander, Michael G. K. Jones, Ferdous Sohel:
Early frost detection in wheat using machine learning from vertical temperature distributions. Comput. Electron. Agric. 221: 108950 (2024) - [j7]Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel:
LoRa localisation using single mobile gateway. Comput. Commun. 219: 182-193 (2024) - [j6]Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel:
LoRa-based outdoor localization and tracking using unsupervised symbolization. Internet Things 25: 101016 (2024) - 2023
- [j5]Abderraouf Amrani, Ferdous Sohel, Dean Diepeveen, David Murray, Michael G. K. Jones:
Deep learning-based detection of aphid colonies on plants from a reconstructed Brassica image dataset. Comput. Electron. Agric. 205: 107587 (2023) - [j4]A. S. M. Mahmudul Hasan, Dean Diepeveen, Hamid Laga, Michael G. K. Jones, Ferdous Sohel:
Image patch-based deep learning approach for crop and weed recognition. Ecol. Informatics 78: 102361 (2023) - [j3]Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel:
Machine learning-based LoRa localisation using multiple received signal features. IET Wirel. Sens. Syst. 13(4): 133-150 (2023) - 2022
- [j2]Sayma Shammi, Ferdous Sohel, Dean Diepeveen, Sebastian Zander, Michael G. K. Jones, Amanuel Bekuma, Ben Biddulph:
Machine learning-based detection of freezing events using infrared thermography. Comput. Electron. Agric. 198: 107013 (2022) - 2021
- [j1]A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones:
A survey of deep learning techniques for weed detection from images. Comput. Electron. Agric. 184: 106067 (2021) - [i2]A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones:
A Survey of Deep Learning Techniques for Weed Detection from Images. CoRR abs/2103.01415 (2021) - [i1]A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones:
Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery. CoRR abs/2112.07819 (2021)
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