Doctor of Philosophy Univesity of South Australia
Bachelor of Applied Science (Honours) (Industrial and Applied Mathematics) University of South Australia
Bachelor of Mathematical Sciences (Optimisation) University of South Australia
Excludes commercial-in-confidence projects.
Research outputs for the last seven years are shown below. To see earlier years visit ORCID or Scopus
Open access indicates that an output is open access.
Cai, J, Kumar, P, Chopin, J & Miklavcic, SJ 2018, 'Land-based crop phenotyping by image analysis: accurate estimation of canopy height distributions using stereo images', PLoS One, vol. 13, no. 5, pp. 1-21.
Open access 19 17 2
Chopin, J, Kumar, P & Miklavcic, SJ 2018, 'Land-based crop phenotyping by image analysis: consistent canopy characterization from inconsistent field illumination', Plant Methods, vol. 14, no. 1, article no. 39, pp. 1-15.
Open access 9 10 3
Hasan, MM, Chopin, JP, Laga, H & Miklavcic, SJ 2018, 'Detection and analysis of wheat spikes using Convolutional Neural Networks', Plant Methods, vol. 14, article no. 100, pp. 1-13.
Open access 125 105 1
Khan, Z, Chopin, J, Cai, J, Eichi, V-R, Haefele, S & Miklavcic, SJ 2018, 'Quantitative estimation of wheat phenotyping traits using ground and aerial imagery', Remote Sensing, vol. 10, no. 6, pp. 1-19.
Open access 27 26
Chopin, J, Laga, H & Miklavcic, SJ 2017, 'A new method for accurate, high-throughput volume estimation from three 2D projective images', International Journal of Food Properties, vol. 20, no. 10, pp. 2344-2357.
Open access 12 11
Chopin, J, Laga, H & Miklavcic, SJ 2016, 'The influence of object shape on the convergence of active contour models for image segmentation', Computer Journal, vol. 59, no. 5, pp. 603-615.
Chopin, J, Laga, H & Miklavcic., SJ 2016, 'A hybrid approach for improving image segmentation: application to phenotyping of wheat leaves', PLoS One, vol. 11, no. 12, pp. 1-18.
Open access 13 11
Chopin, J, Laga, H, Huang, CY, Heuer, S & Miklavcic, SJ 2015, 'RootAnalyzer: A cross-section image analysis tool for automated characterization of root cells and tissues', PLoS One, vol. 10, pp. 1-22.
Open access 27 21 3
Chopin, JP, Miklavcic, SJ & Laga, H 2013, 'Selection of parameters in active contours for the phenotypic analysis of plants', in J Piantadosi, RS Anderssen & J Boland (eds), 20th International Congress on Modelling and Simulation, Modelling and Simulation Society of Australia and New Zealand, pp. 510-516.
Open access 3
External engagement & recognition
|Australian Centre for Plant Functional Genomics||AUSTRALIA|
|University of Adelaide||AUSTRALIA|
|University of South Australia||AUSTRALIA|
Supervisions from 2010 shown
|Thesis title||Student status|
|111579 - Reducing the effectiveness of adversarial machine learning attacks on multi-modal objects||Current|
|Determining the casual relationshop between competing elements of military options||Current|
|Developing high-throughput spectroscopic methods for screening cereals genotypes for their micronutrient contents||Current|