Julie Tang

Research Associate

Julie is a researcher within the School of Mechanical and Manufacturing Engineering. Julie's interests are in automation as well as sustainability with focus in the agricultural sector.

Journal articles
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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
2021
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
2020
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
2018
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
2018
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
2017
Conference Papers
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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
2019
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
2016
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
2016
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
2016
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
2016
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
2015
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
2015
Reports
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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
2017
Conference Posters
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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
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
2016

Past Research Grants

  • AGWA funded Ph.D scholarship project “Autonomous In-Vivo Determination of Maturity Parameters” (2016 – 2018), value $30,000.

Previously: MTRN4230 Robotics (tutor), MTRN3500 Computing Applications in Mechatronics Systems (tutor), MTRN3100 Robot Design (tutor)