Publications

Image Analysis

  1. Yongping Zhang, Wynne Hsu, Mong Li Lee. Segmentation of Retinal Vessels Using Nonlinear Projections, in IEEE International Conference on Image Processing, San Antonio, Texas, USA, September 2007.

  2. Xinyu Guo, Wynne Hsu, Mong Li Lee, Tien Yin Wong. A Tree Matching Approach for the Temporal Registration of Retinal Images, in 18th IEEE International Conference on Tools with Artificial Intelligence, Washington D.C., November 2006.

  3. P.M.D.S Pallawala, Wynne Hsu, Mong Li Lee, Say Song Goh. Automated Microaneurysm Segmentation and Detection using Generalized Eigenvectors, in IEEE Workshop on Application of Computer Vision (WACV), Colorado, USA, January 2005.

  4. Huiqi Li, Wynne Hsu, Mong Li Lee, Tien Yin Wong. Automatic Grading of Retina Vessel Caliber, accepted for publication in IEEE Transactions on Biomedical Engineering, Vol 52, No. 7, 2005.

  5. P.M.D.S Pallawala, Wynne Hsu, Mong Li Lee, Say Song Goh. Automated Microaneurysm Segmentation and Detection using Generalized Eigenvectors, in IEEE Workshop on Application of Computer Vision (WACV), Colorado, USA, January 2005.

  6. Bin Fang, Wynne Hsu and Mong Li Lee. Techniques for Temporal Registration of Retinal Images, in IEEE International Conference on Image Processing, Singapore, October 2004.

  7. P.M.D.S Pallawala, Wynne Hsu, Mong Li Lee, Kah-Guan Au Eong. Automated Optic Disc Localization and Contour Detection Using Ellipse Fitting and Wavelet Transform, in 8th European Conference on Computer Vision (ECCV), Prague, Czech Republic, May 2004.

  8. Bin Fang, Wynne Hsu and Mong Li Lee. Reconstruction of Vascular Structures in Retinal Images, in IEEE International Conference on Image Processing, Barcelona, Spain, September 2003.

  9. Huiqi Li, Wynne Hsu, Mong Li Lee and Hongyu Wang. A Piecewise Gaussian Model for Profiling and Differentiating Retinal Vessels (Poster), in IEEE International Conference on Image Processing, Barcelona, Spain, September 2003.

  10. Bin Fang, Wynne Hsu and Mong Li Lee. On the Accurate Counting of Tumor Cells, in IEEE Transactions on NanoBioscience, Vol 2, No 2, pp 94-103, 2003.

  11. Bin Fang, Wynne Hsu, Mong Li Lee. Tumor Cell Identification using Features Rules, in 8th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining , Edmonton, Canada, 2002.

  12. Wynne Hsu, P M D S Pallawala, Mong Li Lee, Kah-Guan Au Eong. The Role of Domain Knowledge in the Detection of Retinal Hard Exudates, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , Kauai Marriott, Hawaii, 2001.

  13. Kheng Guan Goh, Wynne Hsu, Mong Li Lee and Huan Wang. ADRIS: an Automatic Diabetic Retinal Image Screening system (Book chapter), in Medical Data Mining and Knowledge Discovery, K. J. Cios (Ed.), pp 181-210, Springer-Verlag New York, 2000.

  14. Huan Wang, Wynne Hsu, Kheng Guan Goh and Mong Li Lee. An Effective Approach to Detect Lesions in Color Retinal Images, in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), South Carolina, USA, 2000.

Image Mining

  1. Wynne Hsu, Mong Li Lee, Jing Dai. Finding Patterns in Image Databases, book chapter in Leondes/Business and Technology of the New Millenium, Cornelius T. Leondes (ed.), Kluwer Publishers, ?? 2004.

  2. Wynne Hsu, Jing Dai, Mong Li Lee. Mining Viewpoint Patterns in Image Databases (Poster), in 9th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 2003.

  3. Wynne Hsu, Mong Li Lee, Ji Zhang. Image Mining: Trends and Developments, in Journal of Intelligent Information System (JISS): Special Issue on Multimedia Data Mining, Kluwer Academic, 2002.

  4. Ji Zhang, Wynne Hsu, Mong Li Lee. An Information-driven Framework for Image Mining, in Proceedings of 12th International Conference on Database and Expert Systems Applications (DEXA), Munich, Germany, 2001.

  5. Ji Zhang, Wynne Hsu, Mong Li Lee. Image Mining: Issues, Frameworks and Techniques, in Proceedings of the Second International Workshop on Multimedia Data Mining (MDM/KDD'2001), San Francisco, CA, USA, 2001.

  6. Wynne Hsu, Mong Li Lee and Kheng Guan Goh. Image Mining in IRIS: Integrated Retinal Information System (Demo), in Proceedings of ACM SIGMOD International Conference on the Management of Data, Dallas, Texas, 2000.