2016年
  • 会议论文

  1. Zhen Cui, Shengtao Xiao, Jiashi Feng and Shuicheng Yan. Recurrently Target-Attending Tracking. IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2016. [pdf]
  2. Peng Song, Shifeng Ou, Wenming Zheng, Yun Jin, Li Zhao: Speech emotion recognition using transfer non-negative matrix factorization. ICASSP 2016:5180-5184

  • 期刊论文

  1. Zhen Cui, Zhiheng Niu, Luoqi Liu and Shuicheng Yan. Layerwise class-aware convolutional neural network. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 2016.
  2. Ping Lu, Wenming Zheng, Ziyan Wang, Qiang Li, Yuan Zong, Minghai Xin, Lenan Wu: Micro-Expression Recognition by Regression Model and Group Sparse Spatio-Temporal Feature Learning. IEICE Transactions 99-D(6):1694-1697 (2016)
  3. Wankou Yang, Changyin Sun, Wenming Zheng: A regularized least square based discriminative projections for feature extraction.Neurocomputing 175:198-205 (2016)
  4. Xiaohua Huang, Guoying Zhao, Xiaopeng Hong, Wenming Zheng, Matti Pietikäinen: Spontaneous facial micro-expression analysis using Spatiotemporal Completed Local Quantized Patterns. Neurocomputing 175:564-578 (2016)
  5. Yuan Zong, Wenming Zheng, Tong Zhang, Xiaohua Huang: Cross-Corpus Speech Emotion Recognition Based on Domain-Adaptive Least-Squares Regression. IEEE Signal Process. Lett. 23(5):585-589 (2016)
  6. Jingjie Yan, Wenming Zheng, Qinyu Xu, Guanming Lu, Haibo Li, Bei Wang: Sparse Kernel Reduced-Rank Regression for Bimodal Emotion Recognition From Facial Expression and Speech. IEEE Trans. Multimedia 18(7):1319-1329 (2016)

2015年
  • 会议论文

  1. Peng Song, Wenming Zheng, Jingjing Liu, Jing Li, Xinran Zhang: A Novel Speech Emotion Recognition Method via Transfer PCA and Sparse Coding. CCBR2015:393-400
  2. Wenming Zheng, Xiaoyan Zhou, Minghai Xin: Color facial expression recognition based on color local features. ICASSP 2015:1528-1532
  3. Wenming Zheng, Xiaoyan Zhou: Cross-pose color facial expression recognition using transductive transfer linear discriminat analysis. ICIP 2015:1935-1939
  4. Yuan Zong, Wenming Zheng, Xiaohua Huang, Jingwei Yan, Tong Zhang: Transductive Transfer LDA with Riesz-based Volume LBP for Emotion Recognition in The Wild. ICMI 2015:491-496
  5. Xinzhou Xu, Jun Deng, Wenming Zheng, Li Zhao, Björn W. Schuller: Dimensionality reduction for speech emotion features by multiscale kernels. INTERSPEECH2015:1532-1536

  • 期刊论文

  1. Peng Song, Wenming Zheng, Ruiyu Liang: Speech Emotion Recognition Based on Sparse Transfer Learning Method. IEICE Transactions98-D(7):1409-1412 (2015)
  2. Peng Song, Wenming Zheng, Xinran Zhang, Yun Jin, Cheng Zha, Minghai Xin: A Novel Iterative Speaker Model Alignment Method from Non-Parallel Speech for Voice Conversion. IEICE Transactions 98-A(10):2178-2181 (2015)
  3. Bineng Zhong, Yingju Shen, Yan Chen, Weibo Xie, Zhen Cui, Hongbo Zhang, Duansheng Chen, Tian Wang, Xin Liu, Shu-Juan Peng, Jin Gou, Jixiang Du, Jing Wang, Wenming Zheng: Online learning 3D context for robust visual tracking. Neurocomputing 151:710-718 (2015)

2014年
  • 会议论文

  1. Yun Jin, Peng Song, Wenming Zheng, Li Zhao: A feature selection and feature fusion combination method for speaker-independent speech emotion recognition. ICASSP 2014:4808-4812
  2. Xiaohua Huang, Guoying Zhao, Matti Pietikäinen, Wenming Zheng: Robust Facial Expression Recognition Using Revised Canonical Correlation. ICPR 2014:1734-1739
  3. Peng Song, Yun Jin, Wenming Zheng, Li Zhao: Text-independent voice conversion using speaker model alignment method from non-parallel speech. INTERSPEECH 2014:2308-2312

  • 期刊论文

  1. Jingjie Yan, Wenming Zheng, Minghai Xin, Jingwei Yan: Integrating Facial Expression and Body Gesture in Videos for Emotion Recognition. IEICE Transactions 97-D(3):610-613 (2014)
  2. Jingjie Yan, Wenming Zheng, Minghai Xin, Jingwei Yan: Facial Expression Recognition Based on Sparse Locality Preserving Projection. IEICE Transactions 97-A(7):1650-1653 (2014)
  3. Haixian Wang, Wenming Zheng: Robust sparsity-preserved learning with application to image visualization. Knowl. Inf. Syst. 39(2):287-304 (2014)
  4. Wenming Zheng, Minghai Xin, Xiaolan Wang, Bei Wang: A Novel Speech Emotion Recognition Method via Incomplete Sparse Least Square Regression. IEEE Signal Process. Lett. 21(5):569-572(2014)
  5. Wenming Zheng: Multi-View Facial Expression Recognition Based on Group Sparse Reduced-Rank Regression. IEEE Trans. Affective Computing 5(1):71-85(2014)
  6. Haixian Wang, Xuesong Lu, Zilan Hu, Wenming Zheng: Fisher Discriminant Analysis With L1-Norm. IEEE Trans. Cybernetics 44(6):828-842 (2014)
  7. Wenming Zheng, Zhouchen Lin, Haixian Wang: L1-Norm Kernel Discriminant Analysis Via Bayes Error Bound Optimization for Robust Feature Extraction. IEEE Trans. Neural Netw. Learning Syst. 25(4):793-805 (2014)

2013年
  • 会议论文

  1. Peng Song, Wenming Zheng, Li Zhao: Non-parallel training for voice conversion based on adaptation method. ICASSP 2013:6905-6909

  2. Xiaohua Huang, Guoying Zhao, Xiaopeng Hong, Matti Pietikäinen, Wenming Zheng: Texture Description with Completed Local Quantized Patterns. SCIA 2013:1-10

  • 期刊论文

  1. Yun Jin, Peng Song, Wenming Zheng, Li Zhao, Minghai Xin: Speaker-Independent Speech Emotion Recognition Based on Two-Layer Multiple Kernel Learning. IEICE Transactions 96-D(10):2286-2289(2013)
  2. Minghua Wan, Wenming Zheng: Fuzzy two-dimensional local graph embedding discriminant analysis (F2DLGEDA) with its application to face and palm biometrics.Neural Computing and Applications 23(Supplement-1):201-207 (2013)
  3. Gui-Fu Lu, Wenming Zheng: Complexity-reduced implementations of complete and null-space-based linear discriminant analysis. Neural Networks 46:165-171(2013)

2012年
  • 会议论文

  1. Wenming Zheng, Xiaoyan Zhou: Speech emotion recognition based on kernel reduced-rank regression. ICPR 2012:1972-1976
  2. Xiaoyan Zhou, Wenming Zheng, Minghai Xin: Improving CCA via spectral components selection for facial expression recognition. ISCAS 2012:1696-1699

  • 期刊论文

  1. Wenming Zheng, Zhouchen Lin: A new discriminant subspace analysis approach for multi-class problems. Pattern Recognition 45(4):1426-1435 (2012)
  2. Xiaohua Huang, Guoying Zhao, Wenming Zheng, Matti Pietikäinen: Towards a dynamic expression recognition system under facial occlusion. Pattern Recognition Letters 33(16):2181-2191 (2012)
  3. Jingjie Yan, Wenming Zheng, Xiaoyan Zhou, Zhijian Zhao: Sparse 2-D Canonical Correlation Analysis via Low Rank Matrix Approximation for Feature Extraction. IEEE Signal Process. Lett. 19(1):51-54 (2012)
  4. Xiaohua Huang, Guoying Zhao, Wenming Zheng, Matti Pietikäinen: Spatiotemporal Local Monogenic Binary Patterns for Facial Expression Recognition. IEEE Signal Process. Lett. 19(5):243-246 (2012)
  5. Haixian Wang, Qin Tang, Wenming Zheng: L1-Norm-Based Common Spatial Patterns. IEEE Trans. Biomed. Engineering 59(3):653-662 (2012)

2011年
  • 会议论文

  1. Xiaohua Huang, Guoying Zhao, Matti Pietikäinen, Wenming Zheng: Expression Recognition in Videos Using a Weighted Component-Based Feature Descriptor. SCIA 2011:569-578

  • 期刊论文
2010年
  • 会议论文
  1. Xiaohua Huang, Guoying Zhao, Matti Pietikäinen, Wenming Zheng: Dynamic Facial Expression Recognition Using Boosted Component-Based Spatiotemporal Features and Multi-classifier Fusion. ACIVS (2) 2010:312-322
  2. Wenming Zheng, Hao Tang, Zhouchen Lin, Thomas S. Huang: Emotion Recognition from Arbitrary View Facial Images. ECCV (6) 2010:490-503
  • 期刊论文

  1. Wenming Zheng, Zhouchen Lin, Xiaoou Tang: A rank-one update algorithm for fast solving kernel Foley-Sammon optimal discriminant vectors. IEEE Trans. Neural Networks 21(3):393-403 (2010)

2009年
  • 会议论文

  1. Wenming Zheng, Hao Tang, Zhouchen Lin, Thomas S. Huang: A novel approach to expression recognition from non-frontal face images. ICCV 2009:1901-1908
  2. Wenming Zheng, Zhouchen Lin: Optimizing Multi-Class Spatio-Spectral Filters via Bayes Error Estimation for EEG Classification. NIPS 2009:2268-227

  • 期刊论文
  1. Wenming Zheng: Heteroscedastic Feature Extraction for Texture Classification. IEEE Signal Process. Lett. 16(9):766-769 (2009)
  2. Wenming Zheng, Xiaoou Tang: Fast algorithm for updating the discriminant vectors of dual-space LDA. IEEE Trans. Information Forensics and Security 4(3):418-427(2009)

2008年
  • 会议论文
  • 期刊论文
  1. Haixian Wang, Sibao Chen, Zilan Hu, Wenming Zheng: Locality-Preserved Maximum Information Projection. IEEE Trans. Neural Networks 19(4):571-585 (2008)
2007年
  • 会议论文

  1. Haixian Wang, Wenming Zheng, Zilan Hu, Sibao Chen: Local and Weighted Maximum Margin Discriminant Analysis. CVPR 2007

  • 期刊论文

2006年
  • 会议论文

  1. Qingjiang Wu, Xiaoyan Zhou, Wenming Zheng: Facial Expression Recognition Using Fuzzy Kernel Discriminant Analysis. FSKD 2006:780-783
  2. Wenming Zheng, Xiaoou Tang: A Robust Algorithm for Generalized Orthonormal Discriminant Vectors. ICPR (2) 2006:784-787
  3. Ning Sun, Wenming Zheng, Changyin Sun, Cairong Zou, Li Zhao: Facial Expression Recognition Based on BoostingTree. ISNN (2) 2006:77-84
  4. Wenming Zheng: KDA Plus KPCA for Face Recognition. ISNN (2) 2006:85-92
  5. Ning Sun, Wenming Zheng, Changyin Sun, Cairong Zou, Li Zhao: Gender Classification Based on Boosting Local Binary Pattern. ISNN (2) 2006:194-201

  • 期刊论文
  1. Wenming Zheng: Class-Incremental Generalized Discriminant Analysis. Neural Computation 18(4):979-1006 (2006)
  2. Wenming Zheng, Xiaoyan Zhou, Cairong Zou, Li Zhao: Facial expression recognition using kernel canonical correlation analysis (KCCA). IEEE Trans. Neural Networks
    17(1):233-238 (2006)
2005年
  • 会议论文

  1. Yujia Cao, Wenming Zheng, Li Zhao, Cairong Zou: Expression Recognition Using Elastic Graph Matching. ACII 2005:8-15
  2. Wenming Zheng, Cairong Zou, Li Zhao: Discriminative Features Extraction in Minor Component Subspace. ACII 2005:218-223
  3. Wenming Zheng, Cairong Zou, Li Zhao: Generalized Locally Nearest Neighbor Classifiers for Object Classification. FSKD (2) 2005:95-99

  • 期刊论文

  1. Wenming Zheng, Cairong Zou, Li Zhao: Weighted maximum margin discriminant analysis with kernels. Neurocomputing 67:357-362 (2005)
  2. Wenming Zheng, Cairong Zou, Li Zhao: An Improved Algorithm for Kernel Principal Component Analysis. Neural Processing Letters 22(1):49-56 (2005)
  3. Wenming Zheng: A note on kernel uncorrelated discriminant analysis. Pattern Recognition 38(11):2185-2187 (2005)
  4. Wenming Zheng, Li Zhao, Cairong Zou: Foley-Sammon optimal discriminant vectors using kernel approach. IEEE Trans. Neural Networks 16(1):1-9 (2005)
2004年
  • 会议论文

  1. Wenming Zheng, Cairong Zou, Li Zhao: Face recognition using two novel nearest neighbor classifiers. ICASSP (5) 2004:725-728
  2. Wenming Zheng, Cairong Zou, Li Zhao: Real-Time Face Recognition Using Gram-Schmidt Orthogonalization for LDA. ICPR (2) 2004:403-406
  3. Wenming Zheng, Xiaoyan Zhou, Cairong Zou, Li Zhao: Facial Expression Recognition Using Kernel Discriminant Plane. ISNN (1) 2004:947-952

  • 期刊论文
  1. Wenming Zheng, Li Zhao, Cairong Zou: A Modified Algorithm for Generalized Discriminant Analysis. Neural Computation 16(6):1283-1297 (2004)
  2. Wenming Zheng, Li Zhao, Cairong Zou: Locally nearest neighbor classifiers for pattern classification. Pattern Recognition 37(6):1307-1309 (2004)
  3. Wenming Zheng, Li Zhao, Cairong Zou: An efficient algorithm to solve the small sample size problem for LDA. Pattern Recognition 37(5):1077-1079 (2004)