ABOUT ME
I am a PhD student at Chongqing University and received B.E degree from Chongqing University in 2010. During 2012-2014, I was a visiting PhD student under supervision of Professor Ahmed Elgammal at Rutgers University.
I mainly focus on applying the Graph and Hypergraph Learning, Manifold Learning, Subspace Learning, Semi-Supervised Learning and Sparse Learning techniques to address Computer Vision, Pattern Recognition, Biometrics, image processing and Machine Learning issues.
Email: huangsheng[at]cqu[dot]edu[dot]cn
JOURNAL
[IJON15'] Sheng Huang, Dan Yang, Yongxin Ge, Xiaohong Zhang, Discriminant Hyper-Laplacian Projections and Its Scalable Extension For Dimensionality Reduction, Neurocomputing, 2015, accepted [PDF] (SCI, 5-year IF:2.102)
[JEI15'] Sheng Huang, Dan Yang, Jia Zhou, Luwen Huangfu, Xiaohong Zhang, Sparse Graph-based Transduction for Image Classification, Journal of Electronic Imaging, 2015, Accepted, [PDF] (SCI)
[PAAA15'] Sheng Huang, Dan Yang, Jia Zhou, Xiaohong Zhang, Graph Regularized Linear Discriminant Analysis And Its Generalization, Pattern Analysis and Applications, 2015, In Press, [Links] (SCI)
[BMT14'] Sheng Huang, Dan Yang, Haopeng Zhang, Luwen Huangfu, Xiaohong Zhang, Shape Primitive Histogram: A Novel Low-Level Face Representation for Face Recognition, IET Biometrics, 2014 [PDF]
[JEI13'] Peng Ma, Dan Yang, Yongxin Ge, Xiaohong Zhang, Ying Qu, Sheng Huang and Jiwen Lu, Robust face recognition via gradient-based sparse representation. Journal of Electronic Imaging, 2013, 22(1). [Links] (SCI)
PROCEEDING
[ISBI15'] Sheng Huang, Mingchen Gao, Dan Yang, Xiaolei Huang, Ahmed Elgammal and Xiaohong Zhang, Unbalanced Graph-based Transduction on Superpixels for Automatic Cervigram Image Segmentation, IEEE International Symposium on Biomedical Imaging, 2015, accepted
[ICIP14'] Sheng Huang, Ahmed Elgammal, Mohamed Elhoseiny, Dan Yang, Xiaohong Zhang, Improving Non-Negative Matrix Factorization via Ranking Its Bases, IEEE international conference on Image Processing, 2014, [PDF]
[CVPRW14'] Sheng Huang, Ahmed Elgammal, Luwen Huangfu, Dan Yang, Xiaohong Zhang, Globality-Locality Preserving Projections for Biometric Data Dimensionality Reduction, IEEE conference on Computer Vision and Pattern Recognition Workshop on Biometrics, 2014 [PDF] [Codes].
[ICMEW14'] Sheng Huang, Dan Yang, Yongxin Ge, Dan Yang, Dengyang Zhao, Xin Feng, Discriminant Hyper-Laplacian Projections With Its Applications to Face Recognition, IEEE conference on Multimedia & Expo Workshop on HIM, 2014 [PDF]
[ICMEW14'] Yongxin Ge, Sheng Huang, Xin Feng, Jiehui Zhang, Wenbin Bu and Dan Yang, Two Dimensional Non-negative Sparse Partial Least Squares for Face Recognition, IEEE conference on Multimedia & Expo Workshop on HIM, 2014 [PDF]
[BMVC13'] Sheng Huang, Ahmed Elgammal, Dan Yang, Learning Speed Invariant Gait Template via Thin Plate Spline Kernel Manifold Fitting, British Machine Vision Conference 2013, [PDF].
REVIEWER
IEEE transactions on Systems, Man and Cybernetics: Systems, 2014
IEEE Transactions on Image Processing, 2014
Signal, Image and Video Processing, 2013, 2014
IEEE Signal Processing Letters, 2014
ICME, 2014
Neurocomputing, 2014
Journal of Visual Communication and Image Representation, 2015
SELECTED AWARD
1. Honorable Mention of American Mathematical Contest in Modeling in 2009
2. National Encouragement Scholarship (top 5%)
3. Professional Scholarship (one time for each grade, top 5%)