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Harmonized Multimodal Learning with Gaussian Process Latent Variable Models 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2021, 卷号: 43, 期号: 3, 页码: 858-872
作者:  Song, Guoli;  Wang, Shuhui;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：37/0  |  提交时间：2021/12/01
Multimodal learning  Gaussian process  latent variable modeling  cross-modal retrieval  
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  
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：74/0  |  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：76/0  |  提交时间：2019/04/03
Poisson deconvolution  prototype learning (PL)  sparsity  submodularity  topic interpretation  Web topic detection  
Hierarchical deep semantic representation for visual categorization 期刊论文
NEUROCOMPUTING, 2017, 卷号: 257, 页码: 88-96
作者:  Zhang, Chunjie;  Li, Ruiying;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：39/0  |  提交时间：2019/12/12
Semantic representation  Visual categorization  Image representation  
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  
Contextual Exemplar Classifier-Based Image Representation for Classification 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 卷号: 27, 期号: 8, 页码: 1691-1699
作者:  Zhang, Chunjie;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：41/0  |  提交时间：2019/12/12
Computer vision  image processing  pattern classification  
Boosted random contextual semantic space based representation for visual recognition 期刊论文
INFORMATION SCIENCES, 2016, 卷号: 369, 页码: 160-170
作者:  Zhang, Chunjie;  Xue, Zhe;  Zhu, Xiaobin;  Wang, Huanian;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：47/0  |  提交时间：2019/12/13
Pattern recognition  Image processing  Visual representation  
Socio-mobile landmark recognition using local features with adaptive region selection 期刊论文
NEUROCOMPUTING, 2016, 卷号: 172, 页码: 100-113
作者:  Zhang, Chunjie;  Zhang, Yifan;  Zhu, Xiaobin;  Xue, Zhe;  Qin, Lei;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载：44/0  |  提交时间：2019/12/13
Mobile  Social relationship  Adaptive region selection  Local feature  Geo-codebook  Visual recognition  
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