Publication

On Google Scholar

  • All
  • From 2016
  • 2011-2015
  • Before 2011

Refereed Journal Articles

  • A. I. Oloruntoba, M. Asghari-Jafarabadi, M. Sashindranath, Å. Ingvar, N. R. Adler,C. Vico-Alonso, L. Niklasson, A. L. Caixinha, E. Hiscutt, Z. Holmes, K. B. Assersen, S. Adamson, T. Jegathees, T. Bertelsen, V. Velasco-Tamariz, T. Helkkula, S. Kristiansen, R. Toholka, M. S. Goh, A. Chamberlain, C. McCormack, T. Vestergaard, D. Mehta9, Toan D Nguyen, Z. Ge, H. P. Soyer, V Mar, "Assessment of image quality on the diagnostic performance of clinicians and deep learning models: Cross-sectional comparative reader study," J Eur Acad Dermatol Venereol, 2024, https://doi.org/10.1111/jdv.20462
  • Nicholas M. Muller, Chantal Rutjes, Samuel X. Tan, Nisal Vipulaguna, Ayooluwatomiwa Oloruntoba, Toan D Nguyen, Lena von Schuckmann, Brigid Betz-Stablein, Kiarash Khosrotehrani, Zongyuan Ge, H. Peter Soyer, Ian Katz, "Consensus versus discordance in the classification of borderline melanocytic lesions between dermatopathologists and artificial intelligence: An Australian cohort study," J Eur Acad Dermatol Venereol, 2024, https://doi.org/10.1111/jdv.20412
  • Ibukun Oloruntoba, Tine Vestergaard, Toan D Nguyen, Zongyuan Ge, Victoria Mar, "Assessing the Generalizability of Deep Learning Models Trained on Standardized and Nonstandardized Images and Their Performance Against Teledermatologists: Retrospective Comparative Study," JMIR Dermatol, 2022, https://doi.org/10.2196/35150
  • Zhen Yu, Jennifer Nguyen, Toan D Nguyen, John Kelly, Catriona Mclean, Paul Bonnington, Lei Zhang, Victoria Mar, Zongyuan Ge, "Early Melanoma Diagnosis with Sequential Dermoscopic Images," IEEE Transactions on Medical Imaging, 2021, 1-1, https://doi.org/10.1109/TMI.2021.3120091
  • Peter Chan, Gabriel Wong, Toan D Nguyen, Tam Nguyen, John McNeil, Ingrid Hopper, "Estimation of respiratory rate using infrared video in an inpatient population: an observational study," Journal of Clinical Monitoring and Computing, 2019, 1573-2614, https://doi.org/10.1007/s10877-019-00437-2
  • Carolyn A.Unsworth, Julian Chua, Anjum Naweed, Prasad Gudimetla, Toan D Nguyen, David G.Barnes, "Use of 3D scanning technology to determine bus access for people using powered mobility aids," Journal of Transport & Health, 2018, 2214-1405, https://doi.org/10.1016/j.jth.2018.07.002
  • Vohl D, Barnes DG, Fluke CJ, Poudel G, Georgiou-Karistianis N, Hassan AH, Benovitski Y, Wong TH, Kaluza OL, Nguyen TD, Bonnington CP, "Large-scale comparative visualisation of sets of multidimensional data," PeerJ Computer Science 2:e88, 2016, https://doi.org/10.7717/peerj-cs.88
  • Anh TN Nguyen, Jo-Anne Baltos, Trayder Thomas, Toan D Nguyen, Laura Lopez Munoz, Karen J Gregory, Paul J White, Patrick M Sexton, Arthur Christopoulos and Lauren T May, "Extracellular loop 2 of the adenosine A1 receptor has a key role in orthosteric ligand affinity and agonist efficacy," Molecular Pharmacology, September 2016, DOI: http://dx.doi.org/10.1124/mol.116.105007
  • Anh TN Nguyen, Elizabeth A Vecchio, Trayder Thomas, Toan D Nguyen, Luigi Aurelio, Peter J Scammells, Paul J White, Patrick M Sexton, Karen J Gregory, Lauren T May and Arthur Christopoulos, "The role of the second extracellular loop of the adenosine A1 receptor on allosteric modulator binding, signaling and cooperativity," Molecular Pharmacology, September 2016, DOI: http://dx.doi.org/10.1124/mol.116.105015
  • Toan D Nguyen, Parnesh Raniga, David G Barnes, Gary F Egan, "Design, implementation and operation of a multimodality research imaging informatics repository," Health Information Science and Systems 3(Suppl 1):S6, February 2015
  • W. J. Goscinski, P. McIntosh, U. Felzmann, A. Maksimenko, C. Hall, T. Nguyen, D. Thompson, A. Janke, G. Galloway, N. Killeen, P. Raniga, O. Kaluza, A. Ng, G. Poudel, D. Barnes, P. Bonnington, G.F Egan, "The Multi-modal Australian ScienceS Imaging and Visualisation Environment (MASSIVE) high performance computing infrastructure: applications in neuroscience and neuroinformatics research," Frontiers in Neuroinformatics, March 2014
  • Toan D Nguyen, Gueesang Lee, "Tensor Voting Based Outlier Removal for Global Motion Estimation," International Journal of Innovative Computing, Information and Control (IJICIC), vol. 9, no. 1, 2013
  • Toan D Nguyen, JeongHwan Kim, SooHyung Kim, HyungJeong Yang, GueeSang Lee, JuneYoung Chang, and NakWoong Eum, "A Novel Interaction Method for Mobile Devices Using Low Complexity Global Motion Estimation," ETRI Journal, vol.34, no.5, pp.734-742, Oct. 2012, http://dx.doi.org/10.4218/etrij.12.0112.0070
  • Toan D Nguyen, Gueesang Lee, "Color image segmentation using tensor voting based color clustering," Pattern Recognition Lett., vol. 33, no. 5, pp. 605-614, 2012, doi:10.1016/j.patrec.2011.11.015
  • Toan D Nguyen, Gueesang Lee, "Text Line Segmentation in Handwritten Document Images Using Tensor Voting," IEICE Trans. Fundamentals, vol. E94-A, no. 11, pp.2434-2441, 2011
  • Toan D Nguyen, Jonghyun Park, Soohyung Kim, Hyukro Park, Gueesang Lee, "Automatically Improving Image Quality Using Tensor Voting," Neural Computing and Applications, vol. 20, no. 7, pp. 1017-1026, 2010
  • Toan D Nguyen, Jonghyun Park, and Gueesang Lee, "Tensor Voting Based Text Localization in Natural Scene Images," IEEE Signal Processing Letters, vol. 17, no. 7, pp. 639-642, July 2010
  • Toan D Nguyen, Gueesang Lee, June-Young Chang, and Han-Jin Cho, "Efficient MPEG-4 to H.264/AVC Transcoding with Spatial Downscaling," ETRI Journal, vol.29, no.6, pp.826-828, Dec. 2007
  • Huy Phat Le, Toan D Nguyen, Gueesang Lee, "Label Restoration Using Biquadratic Transformation," International Journal of Contents, vol. 6, no. 1, March 2010
  • Gueesang Lee, Toan D Nguyen, Jonghyun Park, "Extraction of Text Alignment by Tensor Voting and its Application to Text Detection," Journal of KIISE: Software and Applications, vol. 36, no. 11, November 2009
  • Jonghyun Park, Gueesang Lee, Toan D Nguyen, Wanhyun Cho, and Sooyoung Park, "Moving Object Detection Using Clausius Entropy and Adaptive Gaussian Mixture Model," Journal of The Institute of Electronics Engineers of Korea, v. 47-CI, n. 1, Jan. 2010
  • Gueesang Lee, Toan D Nguyen, JongHyun Park, "Extraction of Text Alignment by Tensor Voting and its Application to Text Detection," Journal of KIISE (ISSN: 1229-6848), v. 36, number 11, Nov 2009
  • Park Jonghyun, Toan D Nguyen, Lee Gueesang, "Corrupted Region Restoration based on 2D Tensor Voting and Segmentation," KIPSTB (Korean Information Processing Society Journal), 2008

      • Refereed Conference Proceedings

      • Zhen Yu, Toan D Nguyen, Yaniv Gal, Lie Ju, Shekhar S Chandra, Lei Zhang, Paul Bonnington, Victoria Mar, Zhiyong Wang, Zongyuan Ge, "Skin Lesion Recognition with Class-Hierarchy Regularized Hyperbolic Embeddings", International Conference on Medical Image Computing and Computer-Assisted Intervention, pp.594-603, 2022
      • Sommer, B., Barnes D. G., Boyd, S., Chandler, T., Cordeil, M., Klein, K., Nguyen, T. D., Nim, H., Stephens, K., Vohl, D., Wilson, E., McCormack, J., Mariott, K., Schreiber, F., "3D-Stereoscopic Immersive Analytics Projects at Monash University and University of Konstanz", The Stereoscopic Displays and Applications 2017 Conference, San Francisco, California, USA, 2017
      • David Barnes, Toan D Nguyen and Paul Bonnington, "The Monash CAVE2 Facility," OzViz Workshop Melbourne, Dec 2013
      • Toan D Nguyen, JeongHwan Kim, and Gueesang Lee, "Automatic Restoration of Corrupted Regions in Images using Object Width Transform," ACM International Conference on Ubiquitous Information Management and Communication (ACM ICUIMC), 2012, (acceptance rate = 25%)
      • Toan D Nguyen and Gueesang Lee, "Efficient Motion Vector Outlier Removal for Global Motion Estimation," IEEE International Conference on Multimedia and Expo, 2011, (top 15%, acceptance rate < 30%)
      • Toan D Nguyen, JeongHwan Kim, and Gueesang Lee, "Extracting the Path of Frame Center Points using Spatial Transformation and Motion Estimation," IEEE International Conference on Computer and Information Technology, 2011, pp.283-290 (acceptance rate < 30%).
      • Toan D Nguyen, Jonghyun Park, Gueesang Lee, "Text Localization Using Image Cues And Text Line Information," International Conference on Image Processing (ICIP), 2010, pp. 2261-2264
      • Toan D Nguyen, Jonghyun Park, Chilwoo Lee, and Gueesang Lee, "Tensor Voting Based Color Clustering," International Conference on Pattern Recognition (ICPR), 2010, pp.597-600
      • Toan D Nguyen, Jonghyun Park, Gueesang Lee, "Voting Based Text Line Segmentation in Handwritten Document Images," The 10th IEEE International Conference on Computer and Information Technology (CIT), July. 2010, pp. 529-535 (main conference, acceptance rate 25%)
      • Toan D Nguyen, Jonghyun Park and Gueesang Lee, "Using 2D tensor voting in text detection," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2010, pp. 818-821
      • Toan D Nguyen, Jonghyun Park, Gueesang Lee, "Clustering Data by Tensor Analysis," KOALA, Feb. 2010
      • Toan D Nguyen, Jonghyun Park, Gueesang Lee, "Enhancing Text Image Binarization Using 3D Tensor Voting," IEEE International Conference on Signal and Image Processing Applications, Oct. 2009
      • Toan D Nguyen, Jonghyun Park and Gueesang Lee, "Correcting Incomplete Text Stroke by 3D Tensor Voting," ACCV, China, Sept. 2009.
      • Toan D Nguyen, Huy Le Phat, Gueesang Lee, "Detecting and Filling Double Text in Korean Signboard Images," The 9th IEEE International Conference on Computer and Information Technology (CIT), Oct. 2009, (acceptance rate 29%)
      • Toan D Nguyen, Jonghyun Park, Soohyung Kim, Hyukro Park, Gueesang Lee, "Automatic Image Restoration Based on Tensor Voting," 16th ICONIP, Dec. 2009, pp. 810-818
      • Toan D Nguyen, Jonghyun Park, Gueesang Lee, "Korean Text Detection and Binarization in Color Signboards," The 7th International Conference on Advanced Language Processing and Web Information Technology, China, July 2008
      • Toan D Nguyen, Jonghyun Park, Gueesang Lee, "Low-Complexity Text Extraction in Korean Signboards for Mobile Applications," IEEE 8th International Conference on Computer and Information Technology, Australia, July 2008
      • Toan D Nguyen, Gueesang Lee, Han Jin Cho, June Young Chang, "Side Information Generation using Extra Information for Distributed Video Coding," The 7th IEEE International Symposium on Signal Processing and Information Technology, Cairo, Egypt, Dec. 2007, pp. 141-146
      • Toan D Nguyen, Kien Nguyen Trung, Gueesang Lee, "Interpolation with Sigmoid Functions for Spatial Error Concealment," The 7th IEEE International Symposium on Signal Processing and Information Technology, Cairo, Egypt, Dec. 2007, pp. 974-978
      • Toan D Nguyen, Gueesang Lee, June-Young Chang, and Han-Jin Cho, "A Novel Motion Compensated Frame Interpolation Method for Improving Side Information in Distributed Video Coding," International Symposium on Information Technology Convergence, Jeonju, Korea," Nov. 2007, pp. 179-183
      • Toan D Nguyen, JaeMyung Yoo, Sangchan Park, Gueesang Lee, "Reducing Spatial Resolution for MPGE-4 / H.264 Transcoding with Efficient Motion Reusing," IEEE 7th International Conference on Computer and Information Technology, Fukushima, Japan, Oct. 2007, pp.577-580.
      • Toan D Nguyen and Gueesang Lee, "Gradient Based Error Concealment for H.264 Inter Frames," IEEE 7th International Conference on Computer and Information Technology, Fukushima, Japan, Oct. 2007, pp. 587-592
      • Toan D Nguyen, JaeMyung Yoo, Sungchan Park, Gueesang Lee, Young Chang, and Han-Jin Cho, "Flexible MPEG-4 to H.264 Transcoder for Video Transmission with Effective Motion Information Reusing," The 22nd International Technical Conference on Circuits/Systems, Computer and Communications, Vol. 2, Busan, Korea, July 2007, p. 807-808
      • Toan D Nguyen, JaeMyung Yoo, MiSeon Park, Bao Nguyen, SooHyung Kim, DeokJae Choi, Gueesang Lee, "Pixel Prediction in Digital Imaging Using Gradient Information and its Application to Error Concealment," The 6th International Conference on Applications and Principles of Information Science, Kuala Lumpur, Malaysia, Jan. 2007, p. 386-389
      • J.H. Park, G.S. Lee, W.H. Cho, N. Toan, S.H. Kim, S.Y. Park, "Moving Object Detection based on Clausius Entropy," IEEE CIT, 2010
      • Jonghyun Park, Toan D Nguyen, Gueesang Lee, "Binarization of Text Region based on Fuzzy Clustering and Histogram Distribution in Signboards," Proceedings of World Academy of Science, Engineering and Technology, vol. 33, 2008, pp. 85-90
      • J. Park, T. N. Dinh, G. Lee, "Binarization of Text Region Based on Fuzzy Clustering and Histogram Distribution in Signboards," In Proceedings of World Academy Science, Engineering and Technology, vol. 33, 2008, pp. 85–90
      • Jonghyun Park, Gihong Kim, Toan D Nguyen, Gueesang Lee, "Second Order Tensor Voting in 3D and Mean Shift Method for Image Segmentation," International Conference on advanced Language Processing and Web Information Technology, 2008, pp. 226-229
      • Jonghyun Park, Toan D Nguyen, Gueesang Lee, "Restoration of Corrupted Region and Segmentation," IEEE Pacific Rim Conference on Communications, Computers and Signal Processing, 2007, pp. 493-496
      • Hyo Sun Yoon, Jae Myeong Yoo, Toan D Nguyen, Hwa Jeong Son, Mi Seon Park, Gueesang Lee, "Fast Motion Estimation Using Spatio-temporal Correlations," International Conference ITAT 2006, pp. 548-556.
      • JaeMyeong Yoo, Gueesang Lee, MiSeon Park, Toan D Nguyen, "Object Identification Using Color Compensation in Multi-Camera Environment," International Conference ALPIT Uzbekistan, 2006
      • Kim Hye Suk, Yoo Jae Myeong, Park Mi Seon, Toan D Nguyen, Lee, Guee Sang, "An Anisotropic Diffusion Based on Diagonal Edges,", International Conference CACT, 2007, pp. 384-388
      • Kim Hye Suk, Jae Myeong Yoo, Mi Seon Park, Toan D Nguyen, Guee Sang Lee, "An Anisotropic Diffusion Based on Diagonal Edges," International Conference ICACT, 2007
      • Yoon, H. S. Yoo, J. M. Dinh, T. N. Son, H. J. Park, M. S. Lee, G. S., "Fast Motion Estimation Using Spatio-temporal Correlations," SPRINGER-VERLAG, ISSU 4282, 2006, pages 548-556, ISSN: 0302-9743.