Dean Diepeveen

According to our database, Dean Diepeveen authored at least 18 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Deep Learning based Payload Optimization for Image Transmission over LoRa with HARQ.

Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel

Internet Things, 2025

A transformer-based few-shot learning pipeline for barley disease detection from field-collected imagery.

Masoud Rezaei, Dean Diepeveen, Hamid Laga, Sanjiv Gupta, Michael G. K. Jones, Ferdous Sohel

Comput. Electron. Agric., 2025

2024

Deep Learning-based Depth Estimation Methods from Monocular Image and Videos: A Comprehensive Survey.

Uchitha Rajapaksha, Ferdous Sohel, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun

ACM Comput. Surv., December, 2024

LoRa-based outdoor localization and tracking using unsupervised symbolization.

Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel

Internet Things, April, 2024

LoRa localisation using single mobile gateway.

Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel

Comput. Commun., 2024

Early frost detection in wheat using machine learning from vertical temperature distributions.

Sayma Shammi, Dean Diepeveen, Sebastian Zander, Michael G. K. Jones, Ferdous Sohel

Comput. Electron. Agric., 2024

Plant disease recognition in a low data scenario using few-shot learning.

Masoud Rezaei, Dean Diepeveen, Hamid Laga, Michael G. K. Jones, Ferdous Sohel

Comput. Electron. Agric., 2024

Multi-task learning model for agricultural pest detection from crop-plant imagery: A Bayesian approach.

Abderraouf Amrani, Dean Diepeveen, David Murray, Michael G. K. Jones, Ferdous Sohel

Comput. Electron. Agric., 2024

Dynamic View Synthesis of Thin Structures with Short-term Movements from Monocular Videos Using Neural Radiance Fields.

Uchitha Rajapaksha, Hamid Laga, Dean Diepeveen, Mohammed Bennamoun, Ferdous Sohel

Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2024

2023

Image patch-based deep learning approach for crop and weed recognition.

A. S. M. Mahmudul Hasan, Dean Diepeveen, Hamid Laga, Michael G. K. Jones, Ferdous Sohel

Ecol. Informatics, December, 2023

Machine learning-based LoRa localisation using multiple received signal features.

Khondoker Ziaul Islam, David Murray, Dean Diepeveen, Michael G. K. Jones, Ferdous Sohel

IET Wirel. Sens. Syst., August, 2023

Deep learning-based detection of aphid colonies on plants from a reconstructed <i>Brassica</i> image dataset.

Abderraouf Amrani, Ferdous Sohel, Dean Diepeveen, David Murray, Michael G. K. Jones

Comput. Electron. Agric., February, 2023

2022

Machine learning-based detection of freezing events using infrared thermography.

Sayma Shammi, Ferdous Sohel, Dean Diepeveen, Sebastian Zander, Michael G. K. Jones, Amanuel Bekuma, Ben Biddulph

Comput. Electron. Agric., 2022

2021

Weed Recognition using Deep Learning Techniques on Class-imbalanced Imagery.

A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones

CoRR, 2021

A survey of deep learning techniques for weed detection from images.

A. S. M. Mahmudul Hasan, Ferdous Sohel, Dean Diepeveen, Hamid Laga, Michael G. K. Jones

Comput. Electron. Agric., 2021

2010

An eAgriculture-Based Decision Support Framework for Information Dissemination.

Leisa J. Armstrong, Dean Diepeveen, Khumphicha Tantisantisom

Int. J. Hum. Cap. Inf. Technol. Prof., 2010

2009

Selecting Areas for Land Use Change in a Catchment.

Neil Dunstan, Leisa J. Armstrong, Dean Diepeveen

Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009

2007

The application of data mining techniques to characterize agricultural soil profiles.

Leisa J. Armstrong, Dean Diepeveen, Rowan Maddern

Proceedings of the Data Mining and Analytics 2007, 2007