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Two-stream deep sparse network for accurate and efficient image restoration 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2020, 卷号: 200, 页码: 11
作者:  Wang, Shuhui;  Hu, Ling;  Li, Liang;  Zhang, Weigang;  Huang, Qingming
收藏  |  浏览/下载：294/0  |  提交时间：2020/12/10
Two-stream sparse network  Image restoration  Image super-resolution  Image denoising  
Online Fast Adaptive Low-Rank Similarity Learning for Cross-Modal Retrieval 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2020, 卷号: 22, 期号: 5, 页码: 1310-1322
作者:  Wu, Yiling;  Wang, Shuhui;  Huang, Qingming
收藏  |  浏览/下载：65/0  |  提交时间：2020/12/10
Semantics  Correlation  Training  Data models  Visualization  Adaptation models  Fasteners  Cross-modality learning  similarity function learning  online learning  low-rank matrix  
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  
Online Asymmetric Metric Learning With Multi-Layer Similarity Aggregation for Cross-Modal Retrieval 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 9, 页码: 4299-4312
作者:  Wu, Yiling;  Wang, Shuhui;  Song, Guoli;  Huang, Qingming
收藏  |  浏览/下载：253/0  |  提交时间：2019/08/16
Cross-modal retrieval  asymmetric metric  online learning  multi-layer aggregation  
From Social to Individuals: A Parsimonious Path of Multi-Level Models for Crowdsourced Preference Aggregation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 4, 页码: 844-856
作者:  Xu, Qianqian;  Xiong, Jiechao;  Cao, Xiaochun;  Huang, Qingming;  Yao, Yuan
收藏  |  浏览/下载：84/0  |  提交时间：2019/08/16
Preference aggregation  HodgeRank  mixed-effects models  linearized bregman iterations  personalized ranking  position bias  
Multi-modal semantic autoencoder for cross-modal retrieval 期刊论文
NEUROCOMPUTING, 2019, 卷号: 331, 页码: 165-175
作者:  Wu, Yiling;  Wang, Shuhui;  Huang, Qingming
收藏  |  浏览/下载：81/0  |  提交时间：2019/04/03
Cross-modal retrieval  Multi-modal data  Autoencoder  
Robust visual tracking via scale-and-state-awareness 期刊论文
NEUROCOMPUTING, 2019, 卷号: 329, 页码: 75-85
作者:  Qi, Yuankai;  Qin, Lei;  Zhang, Shengping;  Huang, Qingming;  Yao, Hongxun
收藏  |  浏览/下载：82/0  |  提交时间：2019/04/03
Visual tracking  Convolutional neural network  Bounding box refinement  Occlusion awareness  
A Hierarchical CNN-RNN Approach for Visual Emotion Classification 期刊论文
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING COMMUNICATIONS AND APPLICATIONS, 2019, 卷号: 15, 期号: 3, 页码: 17
作者:  Li, Liang;  Zhu, Xinge;  Hao, Yiming;  Wang, Shuhui;  Gao, Xingyu;  Huang, Qingming
收藏  |  浏览/下载：36/0  |  提交时间：2020/12/10
Visual emotion recognition  multi-task learning  feature fusing  hierarchical CNN-RNN  stacked bi-directional RNN  
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  
Semantic invariant cross-domain image generation with generative adversarial networks 期刊论文
NEUROCOMPUTING, 2018, 卷号: 293, 页码: 55-63
作者:  Mao, Xiaofeng;  Wang, Shuhui;  Zheng, Liying;  Huang, Qingming
收藏  |  浏览/下载：69/0  |  提交时间：2019/12/10
Generative adversarial networks  Image-to-image translation  Semantic invariance