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Dr Toan Dinh Nguyen

Dr Nguyen Dinh Toan

Imaging Informatics Officer
Monash Biomedical Imaging and
Monash e-Research Centre
Monash University

M.Phil (2008), Chonnam National University, South Korea
Ph.D (2012), Chonnam National University, South Korea

Tel: +61 3 9902 9811
Fax: +61 3 9902 9817
Email: toan.nguyen@monash.edu

Research interests

  • Video coding
  • Image processing
  • Tensor voting

Biography

Dr Toan Dinh Nguyen is a software engineer and researcher, focusing primarily on image processing, computer vision, video coding, and 3-D graphics. His doctoral dissertation is about using tensor voting in extraction of text from images.

Selected publications

  1. Toan Dinh Nguyen, Gueesang Lee, "Color image segmentation using tensor voting based color clustering," Pattern Recognition Lett., vol. 33, no. 5, 2012, pp. 605-614.
  2. Toan Dinh 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.
  3. Toan Dinh Nguyen, Gueesang Lee, "Text Line Segmentation in Handwritten Document Images Using Tensor Voting," IEICE Trans. Fundamentals, vol. E94-A, no. 11, 2011, pp.2434-2441.
  4. Toan Dinh Nguyen and Gueesang Lee, "Efficient Motion Vector Outlier Removal for Global Motion Estimation," IEEE International Conference on Multimedia and Expo, 2011
  5. Toan Dinh Nguyen, Jonghyun Park, Soohyung Kim, Hyukro Park, Gueesang Lee, "Automatically Improving Image Quality Using Tensor Voting," Neural Computing and Applications, vol. 20, no. 7, 2010, pp. 1017-1026.
  6. Toan Dinh Nguyen, Jonghyun Park, and Gueesang Lee, "Tensor Voting Based Text Localization in Natural Scene Images," IEEE Signal Processing Letters, vol. 17, no. 7, July, 2010, pp. 639-642.
  7. Toan Dinh Nguyen, Jonghyun Park, Gueesang Lee, "Text Localization Using Image Cues And Text Line Information," International Conference on Image Processing (ICIP), 2010, pp. 2261-2264.
  8. Toan Dinh Nguyen, Jonghyun Park, Chilwoo Lee, and Gueesang Lee, "Tensor Voting Based Color Clustering," International Conference on Pattern Recognition (ICPR), 2010, pp.597-600.
  9. Toan Dinh Nguyen, Jonghyun Park and Gueesang Lee, "Using 2D tensor voting in text detection," IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 818-821, 2010.
  10. Toan Dinh 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, Dec. 2007, pp.826-828.
  11. Toan Dinh Nguyen, Jonghyun Park, Soohyung Kim, Hyukro Park, Gueesang Lee, "Automatic Image Restoration Based on Tensor Voting," 16th ICONIP, pp. 810-818, Dec. 2009.