Name: ZHANG, Hui Amy
Position: Associate Professor, Computer Science and Technology
Email: amyzhang@uic.edu.hk
Office:
T3-602-R7

Academic & Professional Qualifications
  • Ph.D. Computer Science (HKU)
  • BEng & MEng Computer Science (Zhejiang University)
  • Tsinghua MBA research and study class (Zhuhai)
Research Areas
  • Computer vision, computer graphics and image processing, including camera calibration, model reconstruction and representation, and motion estimation from image sequences.
  • Pattern recognition, including medical image analysis, human action recognition, and face expression recognition.
  • Human Computer Interaction
  • Virtual Reality and Augmented Reality
  • 3D printing, especially 3D printed robots.
Selected Publications
  1. H. Huang, H. Zhang and Y. Cheung, The Common Self-polar Triangle of Separate Circles: Properties and Applications to Camera Calibration, In. Proc. of International Conference on Image Processing (ICIP2016), Phoenix USA, Sept. 2016.
  2. H. Huang, H. Zhang and Y. Cheung, Homography Estimation from the Common Self-polar Triangle of Separate Ellipses, In. Proc. of the Computer Vision and Pattern Recognition (CVPR2016), Las Vegas USA, June 2016.
  3. H. Huang, H. Zhang, Y. Cheung, The Common Self-Polar Triangle of Concentric Circles and Its Application to Camera Calibration, In Proc. of IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun. 2015.
  4. H. Huang, H. Zhang, Y. M. Chung, Camera Calibration Based on the Common Self-polar Triangle of Sphere Images, In Proc. of the Asian Conference on Computer Vision (ACCV2014), Singapore, Nov. 2014.
  5. H. Zhang, L. Shao and K.-Y. K. Wong, Self-calibration and Motion Recovery from Silhouettes with Two Mirrors, In Proc. of the Asian Conference on Computer Vision (ACCV2012, acceptance rate: 3.6%), Nara, Japan, Nov. 2012.
  6. D. Wu, F. Zhu, L. Shao and H. Zhang, One Shot Learning Gesture Recognition with Kinect Sensor, In Proc. of the ACM International Conference on Multimedia, Nara, Japan, Oct. 2012.
  7. H. Zhang and K.-Y. K. Wong, Self-Calibration of Turntable Sequences from Silhouettes, IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 31(1):5-14, Jan. 2009, (IF: 7.015).
  8. K.-Y. K. Wong, G. Zhang, C. Liang and H. Zhang, 1D Camera Geometry and Its Application to the Self-Calibration of Circular Motion Sequences, IEEE Trans. on Pattern Analysis and Machine Intelligence(TPAMI), 30(12):2243-2248, Dec. 2008, (IF: 7.015).
  9. L. Shao, H. Zhang and G. de Haan, An Overview and Performance Evaluation of Classification Based Least Squares Trained Filters, IEEE Trans. on Image Processing (TIP08), 17(10), pp. 1772-1782, Oct. 2008, (IF: 3.925).
  10. H. Zhang, K.-Y. K. Wong and G. Zhang, Camera Calibration From Images of Spheres, IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), 29(3):499-503, Mar. 2007, (IF: 7.015).
  11. G. Zhang, H. Zhang and K.-Y. K. Wong, 1D Camera Geometry and Its Application to Circular Motion Estimation, In Proc. British Machine Vision Conference (BMVC06), volume I, pages 67-76, Edinburgh, UK, Sep. 2006.
  12. H. Zhang, G. Zhang and K.-Y. K. Wong, Camera Calibration with Spheres: Linear Approaches, In Proc. International Conference on Image Processing (ICIP05), volume II, pages 1150-1153, Genova, Italy, Sep. 2005.
  13. H. Zhang, G. Zhang and K.-Y. K. Wong, Auto-Calibration and Motion Recovery from Silhouettes for Turntable Sequences, In Proc. British Machine Vision Conference (BMVC05), volume I, pages 79-88, Oxford, UK, Sep. 2005.
  14. H. Zhang, K.-Y. K. Wong and P. R. S. Mendonça, Reconstruction of Surface of Revolution from Multiple Uncalibrated Views: A Bundle-Adjustment Approach, In Proc. Asian Conference on Computer Vision (ACCV2004), pages 378-383, Jeju, Korea, Jan. 2004.
Courses Taught at UIC
  • Introduction to Information Technology
  • Introduction to Computer Science
  • IT for Success of Everyday Life and Work
  • Structured Programming
  • Software Development Workshop I
  • Linear Algebra
  • Human Computer Interface
  • Computer Graphics
  • Digital Media Computing
  • Computer Vision and Pattern Recognition
  • Power of Science & Technology
  • Practice on Multimedia Processing
  • Final Year Project I
  • Final Year Project II