Journal Papers
Improved hypergraph regularized Nonnegative Matrix Factorization with sparse representation
Sheng Huang, HongxingWang, Yongxin Ge, Luwen Huangfu, Xiaohong Zhang, Dan Yang
Pattern Recognition Letters , 2018, 102: 8-14.
Background Modeling by Stability of Adaptive Features in Complex Scenes
Dan Yang, Chenqiu Zhao, Xiaohong Zhang, Sheng Huang
IEEE Transactions on Image Processing (TIP), 2018, 27(3): 1112-1125
On the effect of hyperedge weights on hypergraph learning
Sheng Huang*, Ahmed Elgammal, and Dong Yang.
Image and Vision Computing, 2017, 57: 89-101.
Cascaded K-means convolutional feature learner and its application to face recognition
Daoxiang Zhou, Dan Yang, Xiaohong Zhang, Sheng Huang, Shu Feng
Journal of Electronic Imaging , 2017, 26(5): 53001
Robust corner detection using the eigenvector-based angle estimator
Shizheng Zhang, Dan Yang, Sheng Huang, Xiaohong Zhang, Liyun Tu, Zemin Ren,
Journal of Visual Communication and Image Representation, 2017, 45: 181-193
Collaborative Graph Embedding: A Simple Way to Generally Enhance Subspace Learning Algorithms
Sheng Huang, Yang Yu, Dan Yang, Ahmed Elgammal, Dong Yang
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2016, 26(10):1835-1845 [Link].
Discriminant Hyper-Laplacian Projections and Its Scalable Extension For Dimensionality Reduction
Sheng Huang, Dan Yang*, Yongxin Ge, Xiaohong Zhang,
Neurocomputing, 2016, 173: 145-153 [Link]
Joint Local Regressors Learning for Face Alignment
Yongxin Ge, Cheng Peng, Hongming Jian, Sheng Huang and Dan Yang
Neurocomputing, 2016, 208: 262-268
Sparse graph-based inductive learning with its application to image classification
Qianying Huang, Xiaohong Zhang, Sheng Huang, Dan Yang
Journal of Electronic Imaging, 2016, 25(5): 050502-050502.
Cross-Speed Gait Recognition Using Speed-Invariant Gait Templates and Globality-Locality Preserving Projections
Sheng Huang, Ahmed Elgammal, Jiwen Lu, Dan Yang*
IEEE Transactions on Information Forensics and Security (TIFS), 2015. [Link]
Class Specific Sparse Representation for Classification
Sheng Huang, Yang Yu, Dan Yang, Luwen Huangfu, Xiaohong Zhang
Signal Processing, 2015. [Link]
Combined Supervised Information with PCA via Discriminative Component Selection
Sheng Huang, Dan Yang*, Yongxin Ge, Xiaohong Zhang,
Information Processing Letters, 2015, 205(11):812-816 [Link]
Sparse Graph-based Transduction for Image Classification
Sheng Huang*, Dan Yang, Jia Zhou, Luwen Huangfu, Xiaohong Zhang,
Journal of Electronic Imaging, 2015, [PDF][Link]
Graph Regularized Linear Discriminant Analysis And Its Generalization
Sheng Huang, Dan Yang*, Jia Zhou, Xiaohong Zhang,
Pattern Analysis and Applications, 2015, 18(3): 639-650 [Link]
Corner detection using arc length-based angle estimator
Zhang Shizheng, Yang Dan, Sheng Huang, Xiaohong Zhang, Ying Qu, Liyun Tu, Zemin Ren,
Journal of Electronic Imaging, 2015, 24(6): 063010-063010.
Corner detection using Chebyshev fitting-based continuous curvature estimation
Zhang, Shizheng, Dan Yang, Sheng Huang, Liyun Tu, and Xiaohong Zhang,
IET Electronics Letters, 2015, 51(24): 1988-1990.
Shape Primitive Histogram: Low-Level Face Representation for Face Recognition
Sheng Huang, Dan Yang*, Haopeng Zhang, Luwen Huangfu, Xiaohong Zhang,
IET Biometrics, 2014, 3(4), 325-334, [PDF] [Link]
Robust face recognition via gradient-based sparse representation
Peng Ma, Dan Yang*, Yongxin Ge, Xiaohong Zhang, Ying Qu, Sheng Huang and Jiwen Lu,
Journal of Electronic Imaging, 2013, 22(1), [Link]
Conference Papers
Residual Inception: A New Module Combining Modified Residual With Inception To Improve Network Performance
Xingpeng Zhang, Sheng Huang, Xiaohong Zhang*, Wei Wang, Qiuli Wang, Dan Yang,
IEEE International Conference on Image Processing (ICIP), 2018: 3039-3043.
Robust face alignment with cascaded coarse-to-fine auto-encoder network
Cheng Peng, Yongxin Ge, Mingjian Hong, Sheng Huang, Dan Yang,
IEEE International Conference on Image Processing (ICIP) 2017: 1477-1481.
Learning Hypergraph-Regularized Attribute Predictors,
Sheng Huang, Mohamed Elhoseiny, Ahmed Elgammal and Dan Yang,
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2015: 409-417. [PDF][Project]
Unbalanced Graph-based Transduction on Superpixels for Automatic Cervigram Image Segmentation,
Sheng Huang, Mingchen Gao, Dan Yang*, Xiaolei Huang, Ahmed Elgammal and Xiaohong Zhang,
IEEE International Symposium on Biomedical Imaging (ISBI), 2015: 1556-1559, Oral. [PDF][Project]
Weather Classification with deep Convolutional Neural Networks,
Mohamed Elhoseiny, Sheng Huang, Ahmed Elgammal,
IEEE International Conference on Image Processing (ICIP), 2015: 3349-3353, Oral.
Globality-Locality Preserving Projections for Biometric Data Dimensionality Reduction,
Sheng Huang, Ahmed Elgammal, Luwen Huangfu, Dan Yang, Xiaohong Zhang,
IEEE Conference on Computer Vision and Pattern Recognition on Biometrics (CVPRW), 2014, [PDF][Codes].
Improving Non-Negative Matrix Factorization via Ranking Its Bases,
Sheng Huang, Ahmed Elgammal, Mohamed Elhoseiny, Dan Yang, Xiaohong Zhang,
IEEE international conference on Image Processing (ICIP), 2014, [Link].
Discriminant Hyper-Laplacian Projections With Its Applications to Face Recognition,
Sheng Huang, Dan Yang, Yongxin Ge, Dan Yang, Dengyang Zhao, Xin Feng,
IEEE conference on Multimedia & Expo Workshop on HIM (ICMEW), 2014, [Link].
Two Dimensional Non-negative Sparse Partial Least Squares for Face Recognition,
Yongxin Ge, Sheng Huang, Xin Feng, Jiehui Zhang, Wenbin Bu and Dan Yang
IEEE conference on Multimedia & Expo Workshop on HIM (ICMEW), 2014, [Link].
Learning Speed Invariant Gait Template via Thin Plate Spline Kernel Manifold Fitting,
Sheng Huang, Dan Yang, Ahmed Elgammal,
British Machine Vision Conference (BMVC), 2013, [PDF].