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Hedging Deep Features for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2019, 卷号: 41, 期号: 5, 页码: 1116-1130
作者:  Qi, Yuankai;  Zhang, Shengping;  Qin, Lei;  Huang, Qingming;  Yao, Hongxun;  Lim, Jongwoo;  Yang, Ming-Hsuan
收藏  |  浏览/下载：83/0  |  提交时间：2019/08/16
Visual tracking  convolutional neural network  adaptive hedge  Siamese network  
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  
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：65/0  |  提交时间：2019/12/10
Visual tracking  local sparse coding  spatial structure information  template update  
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  
Online multiple object tracking via exchanging object context 期刊论文
NEUROCOMPUTING, 2018, 卷号: 292, 页码: 28-37
作者:  Yu, Hongyang;  Qin, Lei;  Huang, Qingming;  Yao, Hongxun
收藏  |  浏览/下载：68/0  |  提交时间：2019/12/10
Multiple object tracking  Tracking-by-detection method  Exchanging object context model  Online tracking  
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  
Joint Feature Selection and Classification for Multilabel Learning 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 3, 页码: 876-889
作者:  Huang, Jun;  Li, Guorong;  Huang, Qingming;  Wu, Xindong
收藏  |  浏览/下载：52/0  |  提交时间：2019/12/10
Feature selection  label correlation  label-specific features  multilabel classification  shared features  
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  
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  
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  
Multi-label classification by exploiting local positive and negative pairwise label correlation 期刊论文
NEUROCOMPUTING, 2017, 卷号: 257, 页码: 164-174
作者:  Huang, Jun;  Li, Guorong;  Wang, Shuhui;  Xue, Zhe;  Huang, Qingming
收藏  |  浏览/下载：50/0  |  提交时间：2019/12/12
Multi-label classification  k nearest neighbors  Local label correlation  Positive and negative label correlation  
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  
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  
Location-Based Parallel Tag Completion for Geo-Tagged Social Image Retrieval 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2017, 卷号: 8, 期号: 3, 页码: 21
作者:  Zhang, Jiaming;  Wang, Shuhui;  Huang, Qingming
收藏  |  浏览/下载：40/0  |  提交时间：2019/12/12
Tag matrix completion  geo-location information  social image retrieval  asymmetric locality sensitive hashing  
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)  
Learning Label-Specific Features and Class-Dependent Labels for Multi-Label Classification 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2016, 卷号: 28, 期号: 12, 页码: 3309-3323
作者:  Huang, Jun;  Li, Guorong;  Huang, Qingming;  Wu, Xindong
收藏  |  浏览/下载：40/0  |  提交时间：2019/12/13
Multi-label classification  label correlation  feature selection