Dean Diepeveen

23 papers Misc 2Journal 20Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Automatic pixel-level annotation for plant disease severity estimation.
Comput. Electron. Agric.
Masoud Rezaei, Dean Diepeveen, Hamid Laga, Ferdous Sohel
2026 J jnl
MultiShadow: Multi-Object Shadow Generation for Image Compositing via Diffusion Model.
CoRR
Waqas Ahmed, Dean Diepeveen, Ferdous Sohel
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
Conditional plane-based multi-scene representation for novel view synthesis.
Neurocomputing
Uchitha Rajapaksha, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun, 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
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey.
CoRR
Uchitha Rajapaksha, Ferdous Sohel, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun
2024 J jnl
Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey.
ACM Comput. Surv.
Uchitha Rajapaksha, Ferdous Sohel, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun
2024 Misc conf
Dynamic View Synthesis of Thin Structures with Short-term Movements from Monocular Videos Using Neural Radiance Fields.
DICTA
Uchitha Rajapaksha, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun, 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
2010 J jnl
An eAgriculture-Based Decision Support Framework for Information Dissemination.
Int. J. Hum. Cap. Inf. Technol. Prof.
Leisa J. Armstrong, Dean Diepeveen, Khumphicha Tantisantisom
2009 — conf
Selecting Areas for Land Use Change in a Catchment.
IICAI
Neil Dunstan, Leisa J. Armstrong, Dean Diepeveen
2007 Misc conf
The application of data mining techniques to characterize agricultural soil profiles.
AusDM
Leisa J. Armstrong, Dean Diepeveen, Rowan Maddern