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Learning Feature Representation and Partial Correlation for Multimodal Multi-Label Data 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1882-1894
作者:  Song, Guoli;  Wang, Shuhui;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：38/0  |  提交时间：2021/12/01
Semantics  Correlation  Task analysis  Data models  Learning systems  Kernel  Deep learning  Cross-modal retrieval  correlation learning  feature learning  partial correlation  
Graph Regularized Encoder-Decoder Networks for Image Representation Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 3124-3136
作者:  Yang, Shijie;  Li, Liang;  Wang, Shuhui;  Zhang, Weigang;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：36/0  |  提交时间：2021/12/01
Laplace equations  Visualization  Manifolds  Image reconstruction  Task analysis  Decoding  Semantics  Auto-encoder  encoder-decoder  graph regularizer  image representation learning  
SkeletonNet: A Hybrid Network With a Skeleton-Embedding Process for Multi-View Image Representation Learning 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2019, 卷号: 21, 期号: 11, 页码: 2916-2929
作者:  Yang, Shijie;  Li, Liang;  Wang, Shuhui;  Zhang, Weigang;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10
Semantics  Correlation  Visualization  Skeleton  Matrix decomposition  Kernel  Laplace equations  Unsupervised multi-view subspace learning  semantic inconsistency  tensor factorization  deep auto-encoders  
Beyond global fusion: A group-aware fusion approach for multi-view image clustering 期刊论文
INFORMATION SCIENCES, 2019, 卷号: 493, 页码: 176-191
作者:  Xue, Zhe;  Li, Guorong;  Wang, Shuhui;  Huang, Jun;  Zhang, Weigang;  Huang, Qingming
收藏  |  浏览/下载：260/0  |  提交时间：2019/08/16
Multi-view learning  Local fusion strategy  Group-aware fusion  Image clustering  
Joint multi-view representation and image annotation via optimal predictive subspace learning 期刊论文
INFORMATION SCIENCES, 2018, 卷号: 451, 页码: 180-194
作者:  Xue, Zhe;  Li, Guorong;  Huang, Qingming
收藏  |  浏览/下载：55/0  |  提交时间：2019/12/10
Multi-view data  Image annotation  Representation learning  Subspace learning  Structure preserving  
Bilevel Multiview Latent Space Learning 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 卷号: 28, 期号: 2, 页码: 327-341
作者:  Xue, Zhe;  Li, Guorong;  Wang, Shuhui;  Zhang, Weigang;  Huang, Qingming
收藏  |  浏览/下载：72/0  |  提交时间：2019/12/10
Image and video classification  latent space  matrix factorization  multiview  
Multi-label double-layer learning for cross-modal retrieval 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 1893-1902
作者:  He, Jianfeng;  Ma, Bingpeng;  Wang, Shuhui;  Liu, Yugui;  Huang, Qingming
收藏  |  浏览/下载：52/0  |  提交时间：2019/12/10
Cross-modal retrieval  Multi-label  Multimedia  Partial least squares  
Online learning affinity measure with CovBoost for multi-target tracking 期刊论文
NEUROCOMPUTING, 2015, 卷号: 168, 页码: 327-335
作者:  Li, Guorong;  Huang, Qingming;  Jiang, Shuqiang;  Xu, Yingkun;  Zhang, Weigang
收藏  |  浏览/下载：41/0  |  提交时间：2019/12/13
Multi-target tracking  Tracklet affinity  CovBoost  Online learning  
Multi-Level Discriminative Dictionary Learning With Application to Large Scale Image Classification 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 10, 页码: 3109-3123
作者:  Shen, Li;  Sun, Gang;  Huang, Qingming;  Wang, Shuhui;  Lin, Zhouchen;  Wu, Enhua
收藏  |  浏览/下载：37/0  |  提交时间：2019/12/13
Sparse coding  discriminative dictionary learning  hierarchical method  large scale classification  
Transferring Boosted Detectors Towards Viewpoint and Scene Adaptiveness 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2011, 卷号: 20, 期号: 5, 页码: 1388-1400
作者:  Pang, Junbiao;  Huang, Qingming;  Yan, Shuicheng;  Jiang, Shuqiang;  Qin, Lei
收藏  |  浏览/下载：62/0  |  提交时间：2019/12/16
Boosting  covariate shift  detector adaptiveness  object detection  transfer learning