Yizhen Huang
Room 5364
Computer Sciences Department
University of Wisconsin-Madison
1210 W. Dayton Street, Madison, WI 53706
Email: huang.yizhen@gmail.com
Selected Publication
- 1. Y.Z. Huang, Y. Li, and N. Fan, Robust symbolic dual-view facial expression recognition with skin wrinkles: local versus global approach, IEEE Transactions on Multimedia, vol. 12, no. 6, pp.536-543, 2010
- 2. Y.Z. Huang and N. Fan, Learning from interpolated images using neural networks for digital forensics, pp.177-182, IEEE CVPR 2010
- 3. Y.Z. Huang and Y.J. Long, Demosaicking recognition with applications in digital photo authentication based on a quadratic pixel correlation model, pp.1-8, IEEE CVPR 2008
- 4. Y.Z. Huang and Y.J. Long, On orthogonal polynomial approximation with the dimensional expanding technique for precise time integration in transient analysis, Communications in Nonlinear Science and Numerical Simulation, vol.12, no.8, pp.1584-1603, December 2007
- 5. Y.Z. Huang and Y.J. Long, Super-resolution using neural networks based on the optimal recovery theory, IEEE 16th Workshop on Machine Learning for Signal Processing, pp.465-470, 2006 (Full paper published on Journal of Computational Electronics, vol.5, no.4, pp.275-281, December 2006)
- 6. Y.J. Long and Y.Z. Huang, Image based source camera identification using demo- saicking, IEEE 8th Workshop on Multimedia Signal Processing, pp.419-424, 2006 (it has been cited for 40 times)
Professional Activities
- IEEE ICME 2010 (International Conference on Multimedia and Expo) Technical Program Committee member
- IEEE ICME 2011 Technical Program Committee member
- Reviewer for Optics Express (ranks the 1st in Optics, in terms of 2008 SCI impact factor)
- Reviewer for IEEE Transactions on Neural Networks
- Reviewer for Journal of Visual Communication and Image Representation (ranks the 3rd in image processing, in terms of 2007 SCI impact factor)
- Reviewer for International Journal of Pattern Recognition and Artificial Intelligence
- Reviewer for IET Computer Vision
- Reviewer for IET Signal Processing
- Reviewer for Computers & Electrical Engineering
- Reviewer for Journal of Applied Statistics
- Reviewer for ACM SIGCHI 2011 Workshop proposals
Other Publication in Chronological Order (Journal / Referred Conference Papers, Oral Presentations)
- 1. Y.Z. Huang, S.J. Zhang, W. Chen and Q.Y. Jin, On the model of graph theory based on minimum spanning tree with application in medicine, Chinese Medical Association 10th Conference on Medical Informatics 2004 (Full paper published on Journal of Jinhua College of Profession and Technology, vol.4, no.3, pp.14-18, 2004)
- 2. Y.Z. Huang, S.J. Zhang and L.R. Wang, Extension of the kinetic equation for the Wigner function, Chinese National Conference on Photonics, Part 7, pp. 20-25, 2004
- 3. Y.Z. Huang, S.J. Zhang and Y.H. Qian, A new precise integration method with Legendre approximation and dimensional expanding for structural dynamics, International Conference on Computational Mechanics 2004, pp.298-318, 2004
- 4. Y.Z. Huang, On the assistant matrix in the dimensional expanding technique for precise time integration with polynomial approximation, International Conference on Computational Methods 2004, pp.505-516, Singapore, 2004
- 5. Y.Z. Huang, On function approximation methods for the precise time integration, the 3rd International Congress of Chinese Mathematicians, Contributed Talks in Section 8 Numerical Analysis, pp. 154, Hong Kong, 2004
- 6.Y.Z. Huang, Some improvement on the criterion of function approximation methods for precise time integration, the 9th Asian Technology Conference in Mathematics, Contributed Talks, pp. 12, Nanyang Technological University, Singapore, 2004
- 7. Y.Z. Huang, Random access scheme with error estimate and adaptive technique for precise time integration, Midwest Numerical Analysis Conference, contributed talks, pp. 24, University of Iowa, 2005 (Travel Award by the Zhu Chengji International Academic Exchange Foundation of Shanghai Jiaotong University)
- 8. Y.Z. Huang, Can digital image forgery detection unevadable? A case study: Color filter array interpolation statistical feature recovery, SPIE vol. 5960, pp.980-991, Visual Communications and Image Processing 2005,Microsoft Research Asia,Beijing
- 9. Y.J. Long and Y.Z. Huang, Adaptive demosaicking using multiple neural networks, IEEE 16th Workshop on Machine Learning for Signal Processing, pp.353-357, 2006
- 10. Y.J. Long and Y.Z. Huang, The correspondence between zero-divisor graphs with 6 vertices and their semigroups, Journal of Algebra and Its Applications, vol.6, no.2, pp.287-290, 2007
- 11. N. Fan, C. Jin, and Y.Z. Huang, A pixel-based digital photo authentication framework via demosaicking inter-pixel correlation, Proceedings of ACM Multimedia and Security Workshop 2009, pp.125-130
- 12. Y.Z. Huang, Wavelet-based quality constrained compression using binary search, accepted by Data Compression Conference 2011