Michael G. K. Jones

14 papers Journal 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
A transformer-based few-shot learning pipeline for barley disease detection from field-collected imagery.
Comput. Electron. Agric.
Masoud Rezaei, Dean Diepeveen, Hamid Laga, Sanjiv Gupta, Michael G. K. Jones, Ferdous Sohel
2025 J jnl
Deep Learning based Payload Optimization for Image Transmission over LoRa with HARQ.
Internet Things
Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel
2024 J jnl
Early frost detection in wheat using machine learning from vertical temperature distributions.
Comput. Electron. Agric.
Sayma Shammi, Dean Diepeveen, Sebastian Zander, Michael G. K. Jones, Ferdous Sohel
2024 J jnl
LoRa localisation using single mobile gateway.
Comput. Commun.
Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel
2024 J jnl
LoRa-based outdoor localization and tracking using unsupervised symbolization.
Internet Things
Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel
2024 J jnl
Multi-task learning model for agricultural pest detection from crop-plant imagery: A Bayesian approach.
Comput. Electron. Agric.
Abderraouf Amrani, Dean Diepeveen, David Murray, Michael G. K. Jones, Ferdous Sohel
2024 J jnl
Plant disease recognition in a low data scenario using few-shot learning.
Comput. Electron. Agric.
Masoud Rezaei, Dean Diepeveen, Hamid Laga, Michael G. K. Jones, Ferdous Sohel
2023 J jnl
Deep learning-based detection of aphid colonies on plants from a reconstructed
Comput. Electron. Agric.
Abderraouf Amrani, Ferdous Sohel, Dean Diepeveen, David Murray, Michael G. K. Jones
2023 J jnl
Image patch-based deep learning approach for crop and weed recognition.
Ecol. Informatics
A. S. M. Mahmudul Hasan, Dean Diepeveen, Hamid Laga, Michael G. K. Jones, Ferdous Sohel
2023 J jnl
Machine learning-based LoRa localisation using multiple received signal features.
IET Wirel. Sens. Syst.
Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel
2022 J jnl
Machine learning-based detection of freezing events using infrared thermography.
Comput. Electron. Agric.
Sayma Shammi, Ferdous Sohel, Dean Diepeveen, Sebastian Zander, Michael G. K. Jones, Amanuel Bekuma, Ben Biddulph
2021 J jnl
A Survey of Deep Learning Techniques for Weed Detection from Images.
CoRR
A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones
2021 J jnl
A survey of deep learning techniques for weed detection from images.
Comput. Electron. Agric.
A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones
2021 J jnl
Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery.
CoRR
A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones