Conference papers
- Shu Kong, Donghui Wang. "Learning Exemplar-Represented Manifolds in Latent Space for Classification", ECML/PKDD, 2013. [code]
- Shu Kong, Donghui Wang. "Learning Individual-Specific Dictionaries with Fused Multiple Features for Face Recognition", FG, 2013.
- Shu Kong, Xikui Wang, Donghui Wang, Fei Wu. "Multiple Feature Fusion for Face Recognition". FG, 2013. [code]
- Shu Kong, Donghui Wang. "A Dictionary Learning Approach for Classification: Separating the Particularity and the commonality", ECCV, 2012. [code]
- Shu Kong, Donghui Wang. "Transfer Heterogeneous Unlabeled Data for Unsupervised Clustering". ICPR, 2012. [code and results]
- Shu Kong, Donghui Wang. "A Multi-task Learning Strategy for Unsupervised Clustering via Explicitly Separating the Commonality". ICPR, 2012.
Journal papers
- Donghui Wang*, Shu Kong*, "A Classification-Oriented Dictionary Learning Model: Explicitly Learning the Particularity and Commonality Across Categories", Pattern Recognition, 2014.
- Donghui Wang, Xikui Wang, Shu Kong. "Integration of Multi-Feature Fusion and Dictionary Learning for Face Recognition", Image and Vision Computing (IVC), 2013.
- Donghui Wang, Shu Kong, "Learning Class-Specific Dictionaries for Digit Recognition from Spherical Surface of a 3D Ball", Machine Vision and Applications (MVA), 2012. (SingleBall_dataset[288MB], MultiBall_dataset[121MB])
- Donghui Wang, Shu Kong, "Feature Selection from High-Order Tensorial Data via Sparse
Decomposition", Pattern Recognition Letters, 2012.[code]
Technical reports
- Shu Kong, Zhuolin Jiang, Qiang Yang. "Collaborative Receptive Field Learning". Technical report, arXiv, 2014. [code is available HERE]
- Shu Kong, Zhuolin Jiang, Qiang Yang. "Learning Mid-Level Features and Modeling Neuron Selectivity for Image Classification". Technical report, arXiv, 2014. [code preparation is under way, but code pieces can be found HERE]
- Shu Kong, Donghui Wang. "Online Discriminative Dictionary Learning for Image Classification Based on Block-Coordinate Descent Method". Technical report, arXiv:1203.0856, 2012.
- Shu Kong, Donghui Wang. "A Report on Multilinear PCA Plus Multilinear LDA to Deal with Tensorial Data: Visual Classification as An Example". Technical report, arXiv:1203.0744, 2012.[code]
- Shu Kong, Donghui Wang. "Multi-Level Feature Descriptor for Robust Texture Classification via Locality-Constrained Collaborative Strategy". Technical report, arXiv:1203.0488, 2012.
- Shu Kong, Donghui Wang. "A Brief Summary of Dictionary Learning Based Approach for Classification". Technical report, arXiv:1205.6544, 2012.
Theses
- Shu Kong,
- "Study and Realization for Vehicle License Plate
- Localization System ", Bachelor Thesis (in Chinese), 2010. [code in C with OpenCV, some results]
- Shu Kong, "Statistical Sparse Learning:Feature Extraction, Clustering, Classification and Multi-feature Fusion". Master Thesis (in Chinese), 2013.