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Two Birds With One Stone: A Coupled Poisson Deconvolution for Detecting and Describing Topics From Multimodal Web Data 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2019, 卷号: 30, 期号: 8, 页码: 2397-2409
作者:  Pang, Junbiao;  Tao, Fei;  Huang, Qingming;  Tian, Qi;  Yin, Baocai
收藏  |  浏览/下载：73/0  |  提交时间：2019/12/10
Multimodal description  Poisson deconvolution (PD)  topic coherent  topic description  topic detection on Web  
Increasing Interpretation of Web Topic Detection via Prototype Learning From Sparse Poisson Deconvolution 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2019, 卷号: 49, 期号: 3, 页码: 1072-1083
作者:  Pang, Junbiao;  Hu, Anjing;  Huang, Qingming;  Tian, Qi;  Yin, Baocai
收藏  |  浏览/下载：75/0  |  提交时间：2019/04/03
Poisson deconvolution  prototype learning (PL)  sparsity  submodularity  topic interpretation  Web topic detection  
Object Categorization Using Class-Specific Representations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 9, 页码: 4528-4534
作者:  Zhang, Chunjie;  Cheng, Jian;  Li, Liang;  Li, Changsheng;  Tian, Qi
收藏  |  浏览/下载：51/0  |  提交时间：2019/12/10
Class-specific representation  image classification  object categorization  visual representation  
Iterative Graph Seeking for Object Tracking 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 4, 页码: 1809-1821
作者:  Du, Dawei;  Wen, Longyin;  Qi, Honggang;  Huang, Qingming;  Tian, Qi;  Lyu, Siwei
收藏  |  浏览/下载：38/0  |  提交时间：2019/12/10
Object tracking  iterative graph seeking  alternative iteration scheme  energy minimization  
GLA: Global-Local Attention for Image Description 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2018, 卷号: 20, 期号: 3, 页码: 726-737
作者:  Li, Linghui;  Tang, Sheng;  Zhang, Yongdong;  Deng, Lixi;  Tian, Qi
收藏  |  浏览/下载：59/0  |  提交时间：2019/12/10
Convolutional neural network  recurrent neural network  image description  natural language processing  
A two-step approach to describing web topics via probable keywords and prototype images from background-removed similarities 期刊论文
NEUROCOMPUTING, 2018, 卷号: 275, 页码: 478-487
作者:  Pang, Junbiao;  Tao, Fei;  Li, Liang;  Huang, Qingming;  Yin, Baocai;  Tian, Qi
收藏  |  浏览/下载：70/0  |  提交时间：2019/12/10
Topic description  Poisson deconvolution  User-Generated Content  Topic detection  Background similarity  Multi-modal description  
Geometric Hypergraph Learning for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2017, 卷号: 47, 期号: 12, 页码: 4182-4195
作者:  Du, Dawei;  Qi, Honggang;  Wen, Longyin;  Tian, Qi;  Huang, Qingming;  Lyu, Siwei
收藏  |  浏览/下载：42/0  |  提交时间：2019/12/12
Confidence-aware sampling  correspondence hypotheses  deformation  geometric hypergraph learning  mode-seeking  occlusion  visual tracking  
Multimodal Similarity Gaussian Process Latent Variable Model 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 卷号: 26, 期号: 9, 页码: 4168-4181
作者:  Song, Guoli;  Wang, Shuhui;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：40/0  |  提交时间：2019/12/12
Multimodal learning  Gaussian processes  similarity preservation  
Beyond Explicit Codebook Generation: Visual Representation Using Implicitly Transferred Codebooks 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 卷号: 24, 期号: 12, 页码: 12
作者:  Zhang, Chunjie;  Cheng, Jian;  Liu, Jing;  Pang, Junbiao;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：43/0  |  提交时间：2019/12/13
Codebook transfer  image representation  classification  reconstruction  sparse constraint  
Cluster-sensitive Structured Correlation Analysis for Web cross-modal retrieval 期刊论文
NEUROCOMPUTING, 2015, 卷号: 168, 页码: 747-760
作者:  Wang, Shuhui;  Zhuang, Fuzhen;  Jiang, Shuqiang;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：41/0  |  提交时间：2019/12/13
Correlation learning  Cluster-sensitive  Structured correlation model  Correspondence missing