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Songcan Chen: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou
    Two-Dimensional Non-negative Matrix Factorization for Face Representation and Recognition. [Citation Graph (0, 0)][DBLP]
    AMFG, 2005, pp:350-363 [Conf]
  2. Jun Liu, Songcan Chen
    Resampling LDA/QR and PCA+LDA for Face Recognition. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2005, pp:1221-1224 [Conf]
  3. Xiaoyang Tan, Songcan Chen, Jun Li, Zhi-Hua Zhou
    Learning Non-Metric Partial Similarity Based on Maximal Margin Criterion. [Citation Graph (0, 0)][DBLP]
    CVPR (1), 2006, pp:138-145 [Conf]
  4. Daoqiang Zhang, Zhi-Hua Zhou, Songcan Chen
    Adaptive Kernel Principal Component Analysis with Unsupervised Learning of Kernels. [Citation Graph (0, 0)][DBLP]
    ICDM, 2006, pp:1178-1182 [Conf]
  5. Jundi Ding, Songcan Chen, RuNing Ma, Bo Wang
    A Fast Directed Tree Based Neighborhood Clustering Algorithm for Image Segmentation. [Citation Graph (0, 0)][DBLP]
    ICONIP (2), 2006, pp:369-378 [Conf]
  6. Daoqiang Zhang, Keren Tan, Songcan Chen
    Semi-supervised Kernel-Based Fuzzy C-Means. [Citation Graph (0, 0)][DBLP]
    ICONIP, 2004, pp:1229-1234 [Conf]
  7. Keren Tan, Songcan Chen, Daoqiang Zhang
    Robust Image Denoising Using Kernel-Induced Measures. [Citation Graph (0, 0)][DBLP]
    ICPR (4), 2004, pp:685-688 [Conf]
  8. Xiaoyang Tan, Jun Liu, Songcan Chen, Fuyan Zhang
    Weighted SOM-Face: Selecting Local Features for Recognition from Individual Face Image. [Citation Graph (0, 0)][DBLP]
    IDEAL, 2005, pp:351-358 [Conf]
  9. Jun Liu, Songcan Chen, Zhi-Hua Zhou
    Progressive Principal Component Analysis. [Citation Graph (0, 0)][DBLP]
    ISNN (1), 2004, pp:768-773 [Conf]
  10. Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang
    Robust Face Recognition from a Single Training Image per Person with Kernel-Based SOM-Face. [Citation Graph (0, 0)][DBLP]
    ISNN (1), 2004, pp:858-863 [Conf]
  11. Xiaoyang Tan, Jun Liu, Songcan Chen
    Recognition from a Single Sample per Person with Multiple SOM Fusion. [Citation Graph (0, 0)][DBLP]
    ISNN (2), 2006, pp:128-133 [Conf]
  12. Daoqiang Zhang, Songcan Chen, Jun Liu
    Representing Image Matrices: Eigenimages Versus Eigenvectors. [Citation Graph (0, 0)][DBLP]
    ISNN (2), 2005, pp:659-664 [Conf]
  13. Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou
    Fuzzy-Kernel Learning Vector Quantization. [Citation Graph (0, 0)][DBLP]
    ISNN (1), 2004, pp:180-185 [Conf]
  14. Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang
    Feature Selection for High Dimensional Face Image Using Self-organizing Maps. [Citation Graph (0, 0)][DBLP]
    PAKDD, 2005, pp:500-504 [Conf]
  15. Daoqiang Zhang, Zhi-Hua Zhou, Songcan Chen
    Non-negative Matrix Factorization on Kernels. [Citation Graph (0, 0)][DBLP]
    PRICAI, 2006, pp:404-412 [Conf]
  16. Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou
    Recognizing Face or Object from a Single Image: Linear vs. Kernel Methods on 2D Patterns. [Citation Graph (0, 0)][DBLP]
    SSPR/SPR, 2006, pp:889-897 [Conf]
  17. Songcan Chen, Lei Chen, Zhi-Hua Zhou
    A unified SWSI-KAMs framework and performance evaluation on face recognition. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:68, n:, pp:54-69 [Journal]
  18. Songcan Chen, Tingkai Sun
    Class-information-incorporated principal component analysis. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:69, n:1-3, pp:216-223 [Journal]
  19. Songcan Chen, Min Wang
    Seeking multi-thresholds directly from support vectors for image segmentation. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:67, n:, pp:335-344 [Journal]
  20. Keren Tan, Songcan Chen
    Adaptively weighted sub-pattern PCA for face recognition. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:64, n:, pp:505-511 [Journal]
  21. Daoqiang Zhang, Songcan Chen
    Fast image compression using matrix K-L transform. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2005, v:68, n:, pp:258-266 [Journal]
  22. Jun Liu, Songcan Chen
    Discriminant common vectors versus neighbourhood components analysis and Laplacianfaces: A comparative study in small sample size problem. [Citation Graph (0, 0)][DBLP]
    Image Vision Comput., 2006, v:24, n:3, pp:249-262 [Journal]
  23. Tingkai Sun, Songcan Chen
    Locality preserving CCA with applications to data visualization and pose estimation. [Citation Graph (0, 0)][DBLP]
    Image Vision Comput., 2007, v:25, n:5, pp:531-543 [Journal]
  24. Songcan Chen, Qun Dai
    Discounted least squares-improved circular back-propogation neural networks with applications in time series prediction. [Citation Graph (0, 0)][DBLP]
    Neural Computing and Applications, 2005, v:14, n:3, pp:250-255 [Journal]
  25. Qun Dai, Songcan Chen
    Chained DLS-ICBP Neural Networks with Multiple Steps Time Series Prediction. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2005, v:21, n:2, pp:95-107 [Journal]
  26. Qun Dai, Songcan Chen, Benzhu Zhang
    Improved CBP Neural Network Model with Applications in Time Series Prediction. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2003, v:18, n:3, pp:217-231 [Journal]
  27. Daoqiang Zhang, Songcan Chen, Keren Tan
    Improving the Robustness of 'Online Agglomerative Clustering Method' Based on Kernel-Induce Distance Measures. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2005, v:21, n:1, pp:45-51 [Journal]
  28. Lei Chen, Songcan Chen
    Distance-Based Sparse Associative Memory Neural Network Algorithm for Pattern Recognition. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2006, v:24, n:1, pp:67-80 [Journal]
  29. Songcan Chen, Daohong Li
    Modified linear discriminant analysis. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2005, v:38, n:3, pp:441-443 [Journal]
  30. Songcan Chen, Jun Liu, Zhi-Hua Zhou
    Making FLDA applicable to face recognition with one sample per person. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2004, v:37, n:7, pp:1553-1555 [Journal]
  31. Songcan Chen, Xubing Yang
    Alternative linear discriminant classifier. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2004, v:37, n:7, pp:1545-1547 [Journal]
  32. Songcan Chen, Yulian Zhu
    Subpattern-based principle component analysis. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2004, v:37, n:5, pp:1081-1083 [Journal]
  33. Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang
    Face recognition from a single image per person: A survey. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2006, v:39, n:9, pp:1725-1745 [Journal]
  34. Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou
    Learning the kernel parameters in kernel minimum distance classifier. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2006, v:39, n:1, pp:133-135 [Journal]
  35. Daoqiang Zhang, Zhi-Hua Zhou, Songcan Chen
    Diagonal principal component analysis for face recognition. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2006, v:39, n:1, pp:140-142 [Journal]
  36. Weiling Cai, Songcan Chen, Daoqiang Zhang
    Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2007, v:40, n:3, pp:825-838 [Journal]
  37. Songcan Chen, Zhe Wang, Yongjun Tian
    Matrix-pattern-oriented Ho-Kashyap classifier with regularization learning. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2007, v:40, n:5, pp:1533-1543 [Journal]
  38. Songcan Chen, Daoqiang Zhang, Zhi-Hua Zhou
    Enhanced (PC)2 A for face recognition with one training image per person [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2004, v:25, n:10, pp:1173-1181 [Journal]
  39. Songcan Chen, Yulian Zhu, Daoqiang Zhang, Jing-Yu Yang
    Feature extraction approaches based on matrix pattern: MatPCA and MatFLDA. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2005, v:26, n:8, pp:1157-1167 [Journal]
  40. Jun Liu, Songcan Chen
    Non-iterative generalized low rank approximation of matrices. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2006, v:27, n:9, pp:1002-1008 [Journal]
  41. Songcan Chen, Daoqiang Zhang
    Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance measure. [Citation Graph (0, 0)][DBLP]
    IEEE Transactions on Systems, Man, and Cybernetics, Part B, 2004, v:34, n:4, pp:1907-1916 [Journal]
  42. Tingkai Sun, Songcan Chen
    Class label versus sample label-based CCA. [Citation Graph (0, 0)][DBLP]
    Applied Mathematics and Computation, 2007, v:185, n:1, pp:272-283 [Journal]
  43. Jun Liu, Songcan Chen, Zhi-Hua Zhou, Xiaoyang Tan
    Single Image Subspace for Face Recognition. [Citation Graph (0, 0)][DBLP]
    AMFG, 2007, pp:205-219 [Conf]
  44. Daoqiang Zhang, Zhi-Hua Zhou, Songcan Chen
    Semi-Supervised Dimensionality Reduction. [Citation Graph (0, 0)][DBLP]
    SDM, 2007, pp:- [Conf]
  45. Qun Dai, Songcan Chen
    Integrating the improved CBP model with kernel SOM. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:69, n:16-18, pp:2208-2216 [Journal]
  46. Xiaoyang Tan, Jun Liu, Songcan Chen
    Sub-intrapersonal space analysis for face recognition. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:69, n:13-15, pp:1796-1801 [Journal]
  47. Songcan Chen, Daohong Li
    Image binarization focusing on objects. [Citation Graph (0, 0)][DBLP]
    Neurocomputing, 2006, v:69, n:16-18, pp:2411-2415 [Journal]
  48. Zhe Wang, Songcan Chen
    New Least Squares Support Vector Machines Based on Matrix Patterns. [Citation Graph (0, 0)][DBLP]
    Neural Processing Letters, 2007, v:26, n:1, pp:41-56 [Journal]
  49. Jun Liu, Songcan Chen, Xiaoyang Tan
    A study on three linear discriminant analysis based methods in small sample size problem. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2008, v:41, n:1, pp:102-116 [Journal]
  50. Jun Liu, Songcan Chen, Xiaoyang Tan
    Fractional order singular value decomposition representation for face recognition. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2008, v:41, n:1, pp:378-395 [Journal]

  51. Constraint Projections for Ensemble Learning. [Citation Graph (, )][DBLP]


  52. Exploiting Intensity Inhomogeneity to Extract Textured Objects from Natural Scenes. [Citation Graph (, )][DBLP]


  53. Heterogeneous cross domain ranking in latent space. [Citation Graph (, )][DBLP]


  54. Enhanced Pictorial Structures for precise eye localization under incontrolled conditions. [Citation Graph (, )][DBLP]


  55. A Novel Approach of Rough Set-Based Attribute Reduction Using Fuzzy Discernibility Matrix. [Citation Graph (, )][DBLP]


  56. A Novel Method of Combined Feature Extraction for Recognition. [Citation Graph (, )][DBLP]


  57. Learning the Optimal Neighborhood Kernel for Classification. [Citation Graph (, )][DBLP]


  58. Structural Support Vector Machine. [Citation Graph (, )][DBLP]


  59. Clustering Using Normalized Path-Based Metric. [Citation Graph (, )][DBLP]


  60. Sparse Representation: Extract Adaptive Neighborhood for Multilabel Classification. [Citation Graph (, )][DBLP]


  61. Matrix-Pattern-Oriented Ho-Kashyap Classifier with Early Stopping. [Citation Graph (, )][DBLP]


  62. Discriminative Canonical Correlation Analysis with Missing Samples. [Citation Graph (, )][DBLP]


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