Hye-Won Jung Home Page, University of South Australia

Research

Research focus

Food Sciences
Artificial Intelligence and Image Processing
Chemical Engineering
Electrical and Electronic Engineering
Engineering

Research

Outputs

Research outputs for the last seven years are shown below. Some long-standing staff members may have older outputs included. To see earlier years visit ORCID or Scopus

Open access indicates that an output is open access.

Journal Articles

Year	Output
2024	Mishra, G, Panda, BK, Ramirez, WA, Jung, H, Singh, CB, Lee, SH & Lee, I 2024, 'Detection of aflatoxin contamination in single kernel almonds using multispectral imaging system', Journal of Food Composition and Analysis, vol. 125, article no. 105701, pp. 1-10. 7 6
2022	Ariza Ramirez, W, Mishra, G, Panda, BK, Jung, HW, Lee, SH, Lee, I & Singh, CB 2022, 'Multispectral camera system design for replacement of hyperspectral cameras for detection of aflatoxin B₁', Computers and Electronics in Agriculture, vol. 198, article no. 107078, pp. 1-9. Open access 15 12 1
2022	Jung, H-W, Lee, I, Lee, S-H, Morgan, K, Parsons, D & Donnelley, M 2022, 'Mucociliary transit assessment using automatic tracking in phase contrast x-ray images of live mouse nasal airways', Journal of Medical and Biological Engineering, vol. 42, no. 5, pp. 545-554. Open access 1 1
2022	Mishra, G, Panda, BK, Ramirez, WA, Jung, H, Singh, CB, Lee, S-H & Lee, I 2022, 'Application of SWIR hyperspectral imaging coupled with chemometrics for rapid and non-destructive prediction of Aflatoxin B1 in single kernel almonds', LWT: Food Science and Technology, vol. 155, article no. 112954, pp. 1-9. Open access 45 37
2022	Panda, BK, Mishra, G, Ramirez, WA, Jung, H, Singh, CB, Lee, SH & Lee, I 2022, 'Rancidity and moisture estimation in shelled almond kernels using NIR hyperspectral imaging and chemometric analysis', Journal of Food Engineering, vol. 318, article no. 110889, pp. 1-11. Open access 49 47 1
2021	Mishra, G, Panda, BK, Ramirez, WA, Jung, H, Singh, CB, Lee, SH & Lee, I 2021, 'Research advancements in optical imaging and spectroscopic techniques for nondestructive detection of mold infection and mycotoxins in cereal grains and nuts', Comprehensive Reviews in Food Science and Food Safety, vol. 20, no. 5, pp. 4612-4651. Open access 36 31 2
2019	Jung, H-W, Lee, S-H, Donnelley, M, Parsons, D, Stamatescu, V & Lee, I 2019, 'Multiple particle tracking in time-lapse synchrotron X-ray images using discriminative appearance and neighbouring topology learning', Pattern Recognition, vol. 93, pp. 485-497. Open access 6 3
2017	Jung, H, Lee, S-H, Donnelley, M, Parsons, D & Lee, I 2017, 'Automated detection of circular marker particles in synchrotron phase contrast X-ray images of live mouse nasal airways for mucociliary transit assessment', Expert Systems with Applications, vol. 73, pp. 57-68. 10 8 1

Conferences

Year	Output
2017	Jung, H-W, Lee, I, Lee, S-H, Parsons, D & Donnelley, M 2017, 'Multiple mucociliary transit marker tracking in synchrotron X-ray images using the global nearest neighbor method', 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2017, IEEE, pp. 1824-1827. Open access 2 3
2015	Jung, H, Lee, I & Lee, S-H 2015, 'Circular particle detection using sectored ring mask for synchrotron PCXI images', 37th Annual international conference of IEEE Engineering in medical and biology society, Biomedical engineering, IEEE, pp. 7889-7892. Open access 2 2

External engagement & recognition

Collaborations

External engagement & recognition

Collaborations

Organisation	Country
Monash University	AUSTRALIA
University of Adelaide	AUSTRALIA
University of South Australia	AUSTRALIA
Women's and Children's Hospital	AUSTRALIA

Mr Hye-Won Jung

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