Select Publications

Journal articles

Wang X; Tang J; Whitty M, 2022, 'Data-centric analysis of on-tree fruit detection: Experiments with deep learning', Computers and Electronics in Agriculture, vol. 194, http://dx.doi.org/10.1016/j.compag.2022.106748

Wang X; Tang J; Whitty M, 2021, 'DeepPhenology: Estimation of apple flower phenology distributions based on deep learning', Computers and Electronics in Agriculture, vol. 185, pp. 106123 - 106123, http://dx.doi.org/10.1016/j.compag.2021.106123

Wang X; Tang J; Whitty M, 2020, 'Side-view apple flower mapping using edge-based fully convolutional networks for variable rate chemical thinning', Computers and Electronics in Agriculture, vol. 178, http://dx.doi.org/10.1016/j.compag.2020.105673

Tang J; Petrie P; Whitty M, 2018, 'Modelling relationships between visible winegrape berries and bunch maturity', Australian Journal of Grape and Wine Research, vol. 25, pp. 116 - 126, http://dx.doi.org/10.1111/ajgw.12374

Liu S; Li X; Wu H; Xin B; Tang J; Petrie P; Whitty M, 2018, 'A robust automated flower estimation system for grape vines', Biosystems Engineering, vol. 172, pp. 110 - 123, http://dx.doi.org/10.1016/j.biosystemseng.2018.05.009

Liu S; Cossell S; Tang J; Dunn G; Whitty M, 2017, 'A Computer Vision System for Early Stage Grape Yield Estimation Based on Shoot Detection', Computers and Electronics in Agriculture, vol. 137, pp. 88 - 101, http://dx.doi.org/10.1016/j.compag.2017.03.013

Conference Papers

Yem O; Tang J; Wang AX; Whitty M, 2021, 'Estimation of Apple Fruitlet Density in Orchards using Deep Learning Techniques', Melbourne, presented at Australasian Conference on Robotics and Automation, Melbourne, 06 December 2021 - 08 December 2021

Tang J; Petrie P; Whitty M, 2019, 'Low-Cost Filter Selection from Spectrometer Data for Multispectral Imaging Applications', in fitch R; Katupitiya J; Whitty M (eds.), 6th IFAC Conference on Sensing, Control and Automation Technologies for Agriculture AGRICONTROL, IFAC-Online, Sydney, Australia, pp. 277 - 282, presented at Sensing, Control and Automation Technologies for Agriculture - 6th AGRICONTROL 2019, Sydney, Australia, 04 December 2019 - 06 December 2019, http://dx.doi.org/10.1016/j.ifacol.2019.12.534

Tang J; Woods M; Cossell S; Liu S; Whitty M, 2016, 'Non-Productive Vine Canopy Estimation through Proximal and Remote Sensing', in IFAC-PapersOnLine, Seattle, USA, pp. 398 - 403, presented at Sensing, Control and Automation Technologies for Agriculture - 5th AGRICONTROL 2016, Seattle, USA, 14 August 2016 - 17 August 2016, http://dx.doi.org/10.1016/j.ifacol.2016.10.073

Cossell S; Whitty M; liu S; tang J, 2016, 'Spatial Map Generation from Low Cost Ground Vehicle Mounted Monocular Camera', in IFAC-PapersOnLine, Seattle, Washington, pp. 231 - 236, presented at AgriControl 2016, Seattle, Washington, 14 August 2016 - 17 August 2016, http://dx.doi.org/10.1016/j.ifacol.2016.10.043

Cossell S; Whitty M; Liu S; Tang J, 2016, 'Spatial Map Generation from Low Cost Ground Vehicle Mounted Monocular Camera', in IFAC PAPERSONLINE, ELSEVIER SCIENCE BV, Seattle, WA, pp. 231 - 236, presented at 5th IFAC Conference on Sensing, Control and Automation Technologies for Agriculture (AGRICONTROL), Seattle, WA, 14 August 2016 - 17 August 2016, http://dx.doi.org/10.1016/j.ifacol.2016.10.043

Liu S; Tang JULIE; Whitty MARK, 2016, 'A Fast Method to Measure Stomatal Aperture by MSER on Smart Mobile Phone', in Applied Industrial Optics: Spectroscopy, Imaging and Metrology 2016, Heidelberg Germany, presented at Applied Industrial Optics: Spectroscopy, Imaging and Metrology, Heidelberg Germany, 25 July 2016 - 28 July 2016, http://dx.doi.org/10.1364/AIO.2016.AIW2B.2

Liu S; Tang J; Cossell S; Whitty MA, 2015, 'Detection of Shoots in Vineyards by Unsupervised Learning with Over the Row Computer Vision System', in Australasian Conference on Robotics and Automation, ACRA, Canberra, Australia, presented at Australasian Conference on Robotics and Automation, Canberra, Australia, 02 December 2015 - 04 December 2015, https://ssl.linklings.net/conferences/acra/acra2015_proceedings/views/includes/files/pap162.pdf

Tang J; Liu S; Cossell S; Whitty M, 2015, 'Addressing Big Issues in Agriculture: A Case Study on Rapid and High Fidelity Yield Mapping', in Addressing Big Issues in Agriculture: A Case Study on Rapid and High Fidelity Yield Mapping, 14th APRU Doctoral Students Conference, Hangzhou, China, presented at 14th APRU Doctoral Students Conference, Hangzhou, China, 23 November 2015 - 27 November 2015

Conference Posters

Woods MR; Whitty MA; Cossell S; Liu S; Tang J; Dunn G; Petrie P; Davidson A; Wotton C; Jarrett J, 2016, 'An Initial Investigation into Harvest Efficiency', Adelaide, presented at Australian Wine Industry Technical Conference, Adelaide, 24 July 2016 - 28 July 2016

Tang J; Whitty M, 2016, 'Non-Productive Canopy Detection from Aerial Imagery', Adelaide, Australia, presented at Australian Wine Industry Technical Conference, Adelaide, Australia, 24 July 2016 - 28 July 2016

Reports

Whitty M; Liu S; cossell S; Jayakody H; Woods M; Tang J; Singh S; van Kerk Oerle P; Wiseham D; Liu S; Davidson A; Stocco T; Jarrett J; Jarrett P; Wotton C; Shepherd J; Lim S; Petrie PR; Dunn G, 2017, Improved yield prediction for the Australian wine industry, Wine Australia, Adelaide, South Australia, DPI1401, https://www.wineaustralia.com/au/research/search/completed-projects/dpi-1401


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