2008 |
25 | | Daoqiang Zhang,
Songcan Chen,
Zhi-Hua Zhou,
Qiang Yang:
Constraint Projections for Ensemble Learning.
AAAI 2008: 758-763 |
24 | EE | Daoqiang Zhang,
Songcan Chen,
Zhi-Hua Zhou:
Constraint Score: A new filter method for feature selection with pairwise constraints.
Pattern Recognition 41(5): 1440-1451 (2008) |
2007 |
23 | EE | Daoqiang Zhang:
Two-Dimensional Bayesian Subspace Analysis for Face Recognition.
ISNN (2) 2007: 778-784 |
22 | EE | Daoqiang Zhang,
Zhi-Hua Zhou,
Songcan Chen:
Semi-Supervised Dimensionality Reduction.
SDM 2007 |
21 | EE | Jun Liu,
Songcan Chen,
Xiaoyang Tan,
Daoqiang Zhang:
Comments on "Efficient and Robust Feature Extraction by Maximum Margin Criterion".
IEEE Transactions on Neural Networks 18(6): 1862-1864 (2007) |
20 | EE | Jun Liu,
Songcan Chen,
Xiaoyang Tan,
Daoqiang Zhang:
Efficient Pseudoinverse Linear Discriminant Analysis and its Nonlinear Form for Face Recognition.
IJPRAI 21(8): 1265-1278 (2007) |
19 | EE | Weiling Cai,
Songcan Chen,
Daoqiang Zhang:
Fast and robust fuzzy c-means clustering algorithms incorporating local information for image segmentation.
Pattern Recognition 40(3): 825-838 (2007) |
18 | EE | Weiling Cai,
Songcan Chen,
Daoqiang Zhang:
Robust fuzzy relational classifier incorporating the soft class labels.
Pattern Recognition Letters 28(16): 2250-2263 (2007) |
2006 |
17 | EE | Daoqiang Zhang,
Zhi-Hua Zhou,
Songcan Chen:
Adaptive Kernel Principal Component Analysis with Unsupervised Learning of Kernels.
ICDM 2006: 1178-1182 |
16 | EE | Daoqiang Zhang,
Zhi-Hua Zhou,
Songcan Chen:
Non-negative Matrix Factorization on Kernels.
PRICAI 2006: 404-412 |
15 | EE | Daoqiang Zhang,
Songcan Chen,
Zhi-Hua Zhou:
Recognizing Face or Object from a Single Image: Linear vs. Kernel Methods on 2D Patterns.
SSPR/SPR 2006: 889-897 |
14 | EE | Daoqiang Zhang,
Songcan Chen,
Zhi-Hua Zhou:
Learning the kernel parameters in kernel minimum distance classifier.
Pattern Recognition 39(1): 133-135 (2006) |
13 | EE | Daoqiang Zhang,
Zhi-Hua Zhou,
Songcan Chen:
Diagonal principal component analysis for face recognition.
Pattern Recognition 39(1): 140-142 (2006) |
2005 |
12 | EE | Daoqiang Zhang,
Songcan Chen,
Zhi-Hua Zhou:
Two-Dimensional Non-negative Matrix Factorization for Face Representation and Recognition.
AMFG 2005: 350-363 |
11 | EE | Daoqiang Zhang,
Songcan Chen,
Jun Liu:
Representing Image Matrices: Eigenimages Versus Eigenvectors.
ISNN (2) 2005: 659-664 |
10 | EE | Daoqiang Zhang,
Songcan Chen,
Zhi-Hua Zhou:
A new face recognition method based on SVD perturbation for single example image per person.
Applied Mathematics and Computation 163(2): 895-907 (2005) |
9 | EE | Daoqiang Zhang,
Songcan Chen,
Keren Tan:
Improving the Robustness of 'Online Agglomerative Clustering Method' Based on Kernel-Induce Distance Measures.
Neural Processing Letters 21(1): 45-51 (2005) |
8 | EE | Daoqiang Zhang,
Songcan Chen:
Fast image compression using matrix K-L transform.
Neurocomputing 68: 258-266 (2005) |
7 | EE | Daoqiang Zhang,
Zhi-Hua Zhou:
(2D)2PCA: Two-directional two-dimensional PCA for efficient face representation and recognition.
Neurocomputing 69(1-3): 224-231 (2005) |
6 | EE | Songcan Chen,
Yulian Zhu,
Daoqiang Zhang,
Jing-Yu Yang:
Feature extraction approaches based on matrix pattern: MatPCA and MatFLDA.
Pattern Recognition Letters 26(8): 1157-1167 (2005) |
2004 |
5 | EE | Daoqiang Zhang,
Keren Tan,
Songcan Chen:
Semi-supervised Kernel-Based Fuzzy C-Means.
ICONIP 2004: 1229-1234 |
4 | EE | Keren Tan,
Songcan Chen,
Daoqiang Zhang:
Robust Image Denoising Using Kernel-Induced Measures.
ICPR (4) 2004: 685-688 |
3 | EE | Daoqiang Zhang,
Songcan Chen,
Zhi-Hua Zhou:
Fuzzy-Kernel Learning Vector Quantization.
ISNN (1) 2004: 180-185 |
2 | EE | Songcan Chen,
Daoqiang Zhang:
Robust image segmentation using FCM with spatial constraints based on new kernel-induced distance measure.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 34(4): 1907-1916 (2004) |
1 | EE | Songcan Chen,
Daoqiang Zhang,
Zhi-Hua Zhou:
Enhanced (PC)2 A for face recognition with one training image per person
Pattern Recognition Letters 25(10): 1173-1181 (2004) |