Select Publications
Journal articles
2023, 'Using a Camera System for the In-Situ Assessment of Cordon Dieback due to Grapevine Trunk Diseases', Australian Journal of Grape and Wine Research, 2023, http://dx.doi.org/10.1155/2023/8634742
,2022, 'A 3D grape bunch reconstruction pipeline based on constraint-based optimisation and restricted reconstruction grammar', Computers and Electronics in Agriculture, 196, http://dx.doi.org/10.1016/j.compag.2022.106840
,2022, 'Data-centric analysis of on-tree fruit detection: Experiments with deep learning', Computers and Electronics in Agriculture, 194, http://dx.doi.org/10.1016/j.compag.2022.106748
,2021, 'A generalised approach for high-throughput instance segmentation of stomata in microscope images', Plant Methods, 17, http://dx.doi.org/10.1186/s13007-021-00727-4
,2021, 'DeepPhenology: Estimation of apple flower phenology distributions based on deep learning', Computers and Electronics in Agriculture, 185, http://dx.doi.org/10.1016/j.compag.2021.106123
,2021, 'Embedding metadata in images at time of capture using physical Quick Response (QR) codes', Information Processing and Management, 58, http://dx.doi.org/10.1016/j.ipm.2021.102504
,2020, 'Side-view apple flower mapping using edge-based fully convolutional networks for variable rate chemical thinning', Computers and Electronics in Agriculture, 178, http://dx.doi.org/10.1016/j.compag.2020.105673
,2020, 'Accelerating Automated Stomata Analysis Through Simplified Sample Collection and Imaging Techniques', Frontiers in Plant Science, 11, http://dx.doi.org/10.3389/fpls.2020.580389
,2020, 'Three-dimensional reconstruction of Vitis vinifera (L.) cvs Pinot Noir and Merlot grape bunch frameworks using a restricted reconstruction grammar based on the stochastic L-system', Australian Journal of Grape and Wine Research, 26, pp. 207 - 219, http://dx.doi.org/10.1111/ajgw.12444
,2020, 'A vision-based robust grape berry counting algorithm for fast calibration-free bunch weight estimation in the field', Computers and Electronics in Agriculture, 173, http://dx.doi.org/10.1016/j.compag.2020.105360
,2020, '3DBunch: A Novel iOS-Smartphone Application to Evaluate the Number of Grape Berries per Bunch Using Image Analysis Techniques', IEEE Access, 8, pp. 114663 - 114674, http://dx.doi.org/10.1109/ACCESS.2020.3003415
,2019, 'Artificial intelligence in path planning for autonomous bulldozers: Comparison with manual operation', International Journal of Innovative Computing, Information and Control, 15, pp. 825 - 844, http://dx.doi.org/10.24507/ijicic.15.03.825
,2019, 'Path planning for autonomous bulldozers', Mechatronics, 58, pp. 20 - 38, http://dx.doi.org/10.1016/j.mechatronics.2019.01.001
,2019, 'The accuracy and utility of a low cost thermal camera and smartphone-based system to assess grapevine water status', Biosystems Engineering, 179, pp. 126 - 139, http://dx.doi.org/10.1016/j.biosystemseng.2019.01.002
,2018, 'Modelling relationships between visible winegrape berries and bunch maturity', Australian Journal of Grape and Wine Research, 25, pp. 116 - 126, http://dx.doi.org/10.1111/ajgw.12374
,2018, 'A robust automated flower estimation system for grape vines', Biosystems Engineering, 172, pp. 110 - 123, http://dx.doi.org/10.1016/j.biosystemseng.2018.05.009
,2018, 'An optimized approach for automatic material distribution operations of bulldozers', International Journal of Advanced Robotic Systems, 15, pp. 1 - 10, http://dx.doi.org/10.1177/1729881418764716
,2017, 'Microscope image based fully automated stomata detection and pore measurement method for grapevines', Plant Methods, 13, http://dx.doi.org/10.1186/s13007-017-0244-9
,2017, 'A Computer Vision System for Early Stage Grape Yield Estimation Based on Shoot Detection', Computers and Electronics in Agriculture, 137, pp. 88 - 101, http://dx.doi.org/10.1016/j.compag.2017.03.013
,2017, 'The Effect of Herd Mentality on Dairy Heifers Conditioned to Traffic through Audio Cues', Animal Production Science, 57, http://dx.doi.org/10.1071/AN16460
,2016, 'Smart Phone Tools for Measuring Vine Water Status',
,2016, 'Region formation for efficient offline location prediction', IEEE Pervasive Computing
,2015, 'Automatic Grape Bunch Detection in Vineyards based on Support Vector Machine', Journal of Applied Logic, 13, pp. 643 - 653, http://dx.doi.org/10.1016/j.jal.2015.06.001
,2014, 'Metric-Based Detection of Robot Kidnapping with an SVM Classifier', Robotics and Autonomous Systems, 2014, http://dx.doi.org/10.1016/j.robot.2014.08.004
,2012, 'Internet-based operation of autonomous robots: The role of data replication, compression, bandwidth allocation and visualization', Journal of Field Robotics, 29, pp. 793 - 818, http://dx.doi.org/10.1002/rob.21432
,2009, 'Design and Development of Micro Aerial Vehicles and their Cooperative Systems for Target Search and Tracking', International Journal of Micro Air Vehicles, 1, pp. 139 - 153, http://dx.doi.org/10.1260/175682909789498251
,2008, 'A localisation system for an indoor rotary-wing MAV using blade mounted LEDs', Sensor Review, 28, pp. 125 - 131, http://dx.doi.org/10.1108/02602280810856688
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