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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  
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  
Discovering Fine-Grained Spatial Pattern From Taxi Trips: Where Point Process Meets Matrix Decomposition and Factorization 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2018, 卷号: 19, 期号: 10, 页码: 3208-3219
作者:  Pang, Junbiao;  Huang, Jing;  Yang, Xue;  Wang, Zuyun;  Yu, Haitao;  Huang, Qingming;  Yin, Baocai
收藏  |  浏览/下载:65/0  |  提交时间:2019/12/10
Spatio-temporal pattern  fine-grained pattern  low-rank regularity  matrix factorization  taxis trip  point process  
Structure-Aware Local Sparse Coding for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 卷号: 27, 期号: 8, 页码: 3857-3869
作者:  Qi, Yuankai;  Qin, Lei;  Zhang, Jian;  Zhang, Shengping;  Huang, Qingming;  Yang, Ming-Hsuan
收藏  |  浏览/下载:66/0  |  提交时间:2019/12/10
Visual tracking  local sparse coding  spatial structure information  template update  
Fine-Grained Image Classification via Low-Rank Sparse Coding With General and Class-Specific Codebooks 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2017, 卷号: 28, 期号: 7, 页码: 1550-1559
作者:  Zhang, Chunjie;  Liang, Chao;  Li, Liang;  Liu, Jing;  Huang, Qingming;  Tian, Qi
收藏  |  浏览/下载:54/0  |  提交时间:2019/12/12
Fine grained  image representation  semantic space  visual recognition  
Exploring Coherent Motion Patterns via Structured Trajectory Learning for Crowd Mood Modeling 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2017, 卷号: 27, 期号: 3, 页码: 635-648
作者:  Zhang, Yanhao;  Qin, Lei;  Ji, Rongrong;  Zhao, Sicheng;  Huang, Qingming;  Luo, Jiebo
收藏  |  浏览/下载:61/0  |  提交时间:2019/12/12
Coherent motion pattern  crowd behavior analysis  emotional motion feature  structured trajectory learning (STL)  
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