 | 2011 |
| 40 |  | Zhiwu Lu,
Yuxin Peng:
Latent Semantic Learning by Efficient Sparse Coding with Hypergraph Regularization.
AAAI 2011 |
| 39 |  | Zhenyong Fu,
Zhiwu Lu,
Horace Ho-Shing Ip,
Yuxin Peng,
Hongtao Lu:
Symmetric Graph Regularized Constraint Propagation.
AAAI 2011 |
| 38 |  | Zhiwu Lu,
Yuxin Peng:
Combining latent semantic learning and reduced hypergraph learning for semi-supervised image categorization.
ACM Multimedia 2011: 1409-1412 |
| 37 |  | Zhenyong Fu,
Horace Ho-Shing Ip,
Hongtao Lu,
Zhiwu Lu:
Multi-modal constraint propagation for heterogeneous image clustering.
ACM Multimedia 2011: 143-152 |
| 36 |  | Zhiwu Lu,
Yuxin Peng,
Horace Ho-Shing Ip:
Spectral learning of latent semantics for action recognition.
ICCV 2011: 1503-1510 |
| 35 |  | Zhiwu Lu,
Horace Ho-Shing Ip,
Yuxin Peng:
Exhaustive and Efficient Constraint Propagation: A Semi-Supervised Learning Perspective and Its Applications
CoRR abs/1109.4684: (2011) |
| 34 |  | Zhiwu Lu,
Yuxin Peng:
Latent Semantic Learning with Structured Sparse Representation for Human Action Recognition
CoRR abs/1109.4979: (2011) |
| 33 |  | Zhiwu Lu,
Yuxin Peng:
Robust Image Analysis by L1-Norm Semi-supervised Learning
CoRR abs/1110.3109: (2011) |
| 32 |  | Zhiwu Lu,
Horace Ho-Shing Ip,
Yuxin Peng:
Contextual Kernel and Spectral Methods for Learning the Semantics of Images.
IEEE Transactions on Image Processing 20(6): 1739-1750 (2011) |
| 31 |  | Zhiwu Lu,
Horace Ho-Shing Ip:
Spatial Markov Kernels for Image Categorization and Annotation.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 41(4): 976-989 (2011) |
| 30 |  | Zhiwu Lu,
Yuxin Peng,
Horace Ho-Shing Ip:
Combining multiple clusterings using fast simulated annealing.
Pattern Recognition Letters 32(15): 1956-1961 (2011) |
| 29 |  | Zhiwu Lu,
Horace Ho-Shing Ip:
Automatic Image Annotation Based on Generalized Relevance Models.
Signal Processing Systems 65(1): 23-33 (2011) |
| 2010 |
| 28 |  | Zhiwu Lu,
Horace Ho-Shing Ip:
Constrained Spectral Clustering via Exhaustive and Efficient Constraint Propagation.
ECCV (6) 2010: 1-14 |
| 27 |  | Qiong Zhao,
Zhiwu Lu,
Horace Ho-Shing Ip:
Action Recognition Based on Learnt Motion Semantic Vocabulary.
PCM (1) 2010: 193-202 |
| 26 |  | Zhiwu Lu,
Horace Ho-Shing Ip:
Combining Context, Consistency, and Diversity Cues for Interactive Image Categorization.
IEEE Transactions on Multimedia 12(3): 194-203 (2010) |
| 25 |  | Zhiwu Lu,
Yuxin Peng,
Horace Ho-Shing Ip:
Image categorization via robust pLSA.
Pattern Recognition Letters 31(1): 36-43 (2010) |
| 24 |  | Zhiwu Lu,
Yuxin Peng,
Horace Ho-Shing Ip:
Gaussian mixture learning via robust competitive agglomeration.
Pattern Recognition Letters 31(7): 539-547 (2010) |
| 2009 |
| 23 |  | Yuxin Peng,
Zhiwu Lu,
Jianguo Xiao:
Semantic concept annotation based on audio PLSA model.
ACM Multimedia 2009: 841-844 |
| 22 |  | Lihua Wang,
Zhiwu Lu,
Horace Ho-Shing Ip:
Image Categorization Based on a Hierarchical Spatial Markov Model.
CAIP 2009: 766-773 |
| 21 |  | Zhiwu Lu,
Horace Ho-Shing Ip,
Qizhen He:
Context-based multi-label image annotation.
CIVR 2009 |
| 20 |  | Qizhen He,
Zhiwu Lu,
Horace Ho-Shing Ip:
View topics: automatically generated characteristic view for content-based 3D object retrieval.
CIVR 2009 |
| 19 |  | Zhiwu Lu,
Horace Ho-Shing Ip:
Image categorization by learning with context and consistency.
CVPR 2009: 2719-2726 |
| 18 |  | Zhiwu Lu,
Horace Ho-Shing Ip:
Image categorization with spatial mismatch kernels.
CVPR 2009: 397-404 |
| 17 |  | Zhiwu Lu,
Horace Ho-Shing Ip:
Generalized Relevance Models for Automatic Image Annotation.
PCM 2009: 245-255 |
| 16 |  | Zhiwu Lu,
Horace Ho-Shing Ip:
Generalized Competitive Learning of Gaussian Mixture Models.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 39(4): 901-909 (2009) |
| 2008 |
| 15 |  | Zhiwu Lu,
Yuxin Peng,
Jianguo Xiao:
From Comparing Clusterings to Combining Clusterings.
AAAI 2008: 665-670 |
| 14 |  | Zhiwu Lu,
Yuxin Peng,
Jianguo Xiao:
Unsupervised learning of finite mixtures using entropy regularization and its application to image segmentation.
CVPR 2008 |
| 13 |  | Zhiwu Lu,
Yuxin Peng:
A Semi-supervised Learning Algorithm on Gaussian Mixture with Automatic Model Selection.
Neural Processing Letters 27(1): 57-66 (2008) |
| 2007 |
| 12 |  | Zhiwu Lu,
Xiaoqing Lu,
Zhiyuan Ye:
Unsupervised Image Categorization Using Constrained Entropy-Regularized Likelihood Learning with Pairwise Constraints.
ISNN (1) 2007: 1193-1200 |
| 11 |  | Zhiwu Lu,
Xiaoqing Lu,
Zhiyuan Ye:
Asymptotic Convergence Properties of Entropy Regularized Likelihood Learning on Finite Mixtures with Automatic Model Selection.
ISNN (1) 2007: 986-993 |
| 10 |  | Zhiwu Lu,
Xiaoqing Lu,
Zhiyuan Ye:
Entropy Regularization, Automatic Model Selection, and Unsupervised Image Segmentation.
PAKDD 2007: 173-182 |
| 9 |  | Zhiwu Lu:
Entropy Regularized Likelihood Learning on Gaussian Mixture: Two Gradient Implementations for Automatic Model Selection.
Neural Processing Letters 25(1): 17-30 (2007) |
| 2006 |
| 8 |  | Zhiwu Lu,
Jinwen Ma:
A Gradient Entropy Regularized Likelihood Learning Algorithm on Gaussian Mixture with Automatic Model Selection.
ISNN (1) 2006: 464-469 |
| 7 |  | Zhiwu Lu:
Unsupervised Image Segmentation Using an Iterative Entropy Regularized Likelihood Learning Algorithm.
ISNN (2) 2006: 492-497 |
| 6 |  | Zhiwu Lu:
A Regularized Minimum Cross-Entropy Algorithm on Mixtures of Experts for Time Series Prediction.
ISNN (2) 2006: 753-758 |
| 5 |  | Xiaoqing Lu,
Zhiwu Lu:
A Publishing Framework for Digitally Augmented Paper Documents: Towards Cross-Media Information Integration.
PCM 2006: 494-501 |
| 4 |  | Zhiwu Lu,
Xiaoqing Lu:
A Generalized Competitive Learning Algorithm on Gaussian Mixture with Automatic Model Selection.
RSKT 2006: 560-567 |
| 3 |  | Zhiwu Lu:
An iterative algorithm for entropy regularized likelihood learning on Gaussian mixture with automatic model selection.
Neurocomputing 69(13-15): 1674-1677 (2006) |
| 2 |  | Zhiwu Lu:
A regularized minimum cross-entropy algorithm on mixtures of experts for time series prediction and curve detection.
Pattern Recognition Letters 27(9): 947-955 (2006) |
| 2005 |
| 1 |  | Zhiwu Lu,
QianSheng Cheng,
Jinwen Ma:
A Gradient BYY Harmony Learning Algorithm on Mixture of Experts for Curve Detection.
IDEAL 2005: 250-257 |