The application of data mining techniques to characterize agricultural soil profiles. - Leisa J. Armstrong; Dean Diepeveen; Rowan Maddern (AusDM, 2007)

Selecting Areas for Land Use Change in a Catchment. - Neil Dunstan; Leisa J. Armstrong; Dean Diepeveen (IICAI, 2009)

An eAgriculture-Based Decision Support Framework for Information Dissemination. - Leisa J. Armstrong; Dean Diepeveen; Khumphicha Tantisantisom (Int. J. Hum. Cap. Inf. Technol. Prof., 2010)

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)

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)

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)

Deep learning-based detection of aphid colonies on plants from a reconstructed Brassica image dataset. - Abderraouf Amrani; Ferdous Sohel; Dean Diepeveen; David Murray; Michael G. K. Jones (Comput. Electron. Agric., 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., 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, 2023)

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 (DICTA, 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)

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)

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)

LoRa localisation using single mobile gateway. - Khondoker Ziaul Islam; David Murray; Dean Diepeveen; Michael G. K. Jones; Ferdous Sohel (Comput. Commun., 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, 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., 2024)

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)

Conditional plane-based multi-scene representation for novel view synthesis. - Uchitha Rajapaksha; Hamid Laga; Dean Diepeveen; Mohammed Bennamoun; Ferdous Sohel (Neurocomputing, 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)