Publications

Quantitative Imaging


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Publications of C. Nguyen
Articles in journal or book chapters
  1. D. Ahmedt-Aristizabal, C. Nguyen, L. Tychsen-Smith, A. Stacey, S. Li, J. Pathikulangara, L. Petersson, and D. Wang. Monitoring of Pigmented Skin Lesions Using 3D Whole Body Imaging. Computer Methods and Programs in Biomedicine, 232:107451, March 2023. [bibtex-entry]

  2. T.-N. Doan and C. Nguyen. A low-cost digital 3D insect scanner. Information Processing in Agriculture, 2023. [DOI] [bibtex-entry]

  3. M. Xi, A. Rahman, C. Nguyen, S. Arnold, and J. McCulloch. Smart Headset, Computer Vision and Machine Learning for Efficient Prawn Farm Management. Aquacultural Engineering, 102:102339, 2023. [bibtex-entry]

  4. S. A. H. Chowdhury, C. Nguyen, H. Li, and R. Hartley. Fixed-Lens camera setup and calibrated image registration for multifocus multiview 3D reconstruction. Neural Computing and Applications, 33:7421--7440, 2021. [bibtex-entry]

  5. E. Gates-Stuart, C. Nguyen, M. Adcock, J. Bradley, M. Morell, and D. Lovell. Art and science as creative catalysts. Leonardo, 49(5):452--453, 2016. [bibtex-entry]

  6. C. Nguyen, D. Lovell, M. Adcock, and J. La Salle. Capturing natural-colour 3D models of insects for species discovery and diagnostics. PLoS One, 9(4):e94346, 2014. [DOI] [bibtex-entry]

Conference articles
  1. J. Ma, M. Liu, D. Ahmedt-Aristizabal, and C. Nguyen. HashPoint: Accelerated Point Searching and Sampling for Neural Rendering. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 4462--4472, 2024. [bibtex-entry]

  2. S. Wang, C. Nguyen, J. Liu, Y. Zhang, S. Muthu, F. Maken, K. Zhang, and H. Li. View From Above: Orthogonal-View aware Cross-view Localization. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 14843--14852, 2024. [bibtex-entry]

  3. C. Zhang, J. Tong, T. J. Lin, C. Nguyen, and H. Li. PMVC: Promoting Multi-View Consistency for 3D Scene Reconstruction. In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, pages 3678--3688, 2024. [bibtex-entry]

  4. O. Dry, S. Muthu, J. Tong, C. Nguyen, and L. Petersson. IQScan: Automatic Insect Loading and 3D Scanning. In 2023 International Conference on Digital Image Computing: Techniques and Applications (DICTA), pages 205--211, 2023. IEEE. [bibtex-entry]

  5. S. Muthu, T. Wedutenko, J. Tong, C. Nguyen, and L. Petersson. Towards end-to-end automatic insect handling and insect scanning. In 2023 International Conference on Digital Image Computing: Techniques and Applications (DICTA), pages 168--175, 2023. IEEE. [bibtex-entry]

  6. J. Tong, S. Muthu, F. Maken, C. Nguyen, and H. Li. Seeing Through the Glass: Neural 3D Reconstruction of Object Inside a Transparent Container. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pages 12555--12564, 2023. [bibtex-entry]

  7. S. Wang, C. Nguyen, J. Liu, K. Zhang, W. Luo, Y. Zhang, S. Muthu, F. Maken, and H. Li. Homography Guided Temporal Fusion for Road Line and Marking Segmentation. In Proceedings of the IEEE/CVF International Conference on Computer Vision, pages 1075--1085, 2023. [bibtex-entry]

  8. C. Nguyen, D. Wang, K. Richter, P. Valencia, and G. Bishop-Hurley. Video-based cattle identification and behaviour recognition. In DICTA, Gold Coast, Queensland, Australia, 29 November - 1 December 2021. [WWW] [bibtex-entry]

  9. C. Xu, J. Liu, C. Nguyen, F. Casten, B. Maujean, and S. Gasparini. 3D reconstruction of insects: An improved multifocus stacking and an evaluation of learning-based MVS approaches. In 2021 International Conference on 3D Vision (3DV), pages 1411--1419, 2021. IEEE Computer Society. [bibtex-entry]

  10. Z. Shen and C. Nguyen. Temporal 3D RetinaNet for fish detection. In 2020 Digital Image Computing: Techniques and Applications (DICTA), pages 1--5, 2020. IEEE. [bibtex-entry]

  11. Z. Wu, T. Zhao, and C. Nguyen. 3D Reconstruction and Object Detection for HoloLens. In 2020 Digital Image Computing: Techniques and Applications (DICTA), pages 1--2, 2020. IEEE. [bibtex-entry]

  12. H. Li and C. Nguyen. Perspective-consistent multifocus multiview 3D reconstruction of small objects. In Digital Image Computing: Techniques and Applications (DICTA), pages 1--8, 2019. IEEE. [bibtex-entry]

  13. J. Li, C. Nguyen, and S. You. Temporal 3D Fully Connected Network for Water-Hazard Detection. In Digital Image Computing: Techniques and Applications (DICTA), pages 1--5, 2019. IEEE. [bibtex-entry]

  14. X. Han, C. Nguyen, S. You, and J. Lu. Single Image Water Hazard Detection Using FCN with Reflection Attention Units. In V. Ferrari, M. Hebert, C. Sminchisescu, and Y. Weiss, editors, Computer Vision -- ECCV 2018, Cham, pages 105--121, 2018. Springer International Publishing. [bibtex-entry]

  15. M. Menikdiwela, C. Nguyen, and M. Shaw. Deep Learning on Brain Cortical Thickness Data for Disease Classification. In 2018 Digital Image Computing: Techniques and Applications (DICTA), pages 1-5, December 2018. [DOI] [bibtex-entry]

  16. C. Nguyen, M. Adcock, S. Anderson, D. Lovell, N. Fisher, and J. La Salle. Towards High-Throughput 3D Insect Capture for Species Discovery and Diagnostics. In 2017 IEEE 13th International Conference on e-Science (e-Science), pages 559-560, October 2017. [DOI] [bibtex-entry]

  17. C. Nguyen, J. Fripp, D. R. Lovell, R. Furbank, P. Kuffner, H. Daily, and X. Sirault. 3D Scanning System for Automatic High-Resolution Plant Phenotyping. In International Conference on Digital Image Computing: Techniques and Applications (DICTA), pages 1--8, 2016. IEEE. [bibtex-entry]

  18. S. Anderson, M. Adcock, B. Mantle, J. La Salle, C. Nguyen, and D. Lovell. Towards web-based semantic enrichment of 3D insects. In Proceedings of the 20th International Conference on 3D Web Technology, pages 163--164, 2015. ACM. [bibtex-entry]

  19. M. Adcock, C. Nguyen, D. Lovell, and J. La Salle. Accelerating entomology with Web3D insects. In Proceedings of the 19th International ACM Conference on 3D Web Technologies, pages 143--143, 2014. ACM. [bibtex-entry]

  20. C. Nguyen, D. Lovell, R. Oberprieler, D. Jennings, M. Adcock, E. Gates-Stuart, and J. La Salle. Virtual 3D Models of Insects for Accelerated Quarantine Control. In 2013 IEEE International Conference on Computer Vision Workshops (ICCVW 2013), pages 161--167, 2013. [WWW] [DOI] [bibtex-entry]

  21. X. Sirault, J. Fripp, A. Paproki, P. Kuffner, C. Nguyen, R. Li, H. Daily, J. Guo, and R. Furbank. PlantScan™: a three-dimensional phenotyping platform for capturing the structural dynamic of plant development and growth. In FSPM2013 Proceedings, 2013. [bibtex-entry]

  22. C. Nguyen, S. Izadi, and D. Lovell. Modeling Kinect Sensor Noise for Improved 3D Reconstruction and Tracking. In Second Joint 3DIM/3DPVT Conference: 3D Imaging, Modeling, Processing, Visualization and Transmission, Zurich, Switzerland, pages 524--530, October 2012. [bibtex-entry]

Miscellaneous
  1. D. Lovell, B. Mantle, C. Nguyen, J. La Salle, and M. Adcock. Big tick for entomologists and biosecurity: 3D colour scans of insects. ECOS, 195, 2014. [bibtex-entry]


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