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The Unmanned Aerial Vehicle Benchmark: Object Detection, Tracking and Baseline 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2019, 页码: 19
作者:  Yu, Hongyang;  Li, Guorong;  Zhang, Weigang;  Huang, Qingming;  Du, Dawei;  Tian, Qi;  Sebe, Nicu
收藏  |  浏览/下载：50/0  |  提交时间：2020/12/10
UAV  Object detection  Single object tracking  Multiple object tracking  
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  
Learning Coupled Convolutional Networks Fusion for Video Saliency Prediction 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2019, 卷号: 29, 期号: 10, 页码: 2960-2971
作者:  Wu, Zhe;  Su, Li;  Huang, Qingming
收藏  |  浏览/下载：280/0  |  提交时间：2019/12/10
Video saliency  feature integration  fully convolutional network  
Split Multiplicative Multi-View Subspace Clustering 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 10, 页码: 5147-5160
作者:  Yang, Zhiyong;  Xu, Qianqian;  Zhang, Weigang;  Cao, Xiaochun;  Huang, Qingming
收藏  |  浏览/下载：292/0  |  提交时间：2019/12/10
Computational and artificial intelligence  artificial intelligence  learning systems  unsupervised learning and computers and information processing  image processing  image representation  
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  
Learning to Predict Bus Arrival Time From Heterogeneous Measurements via Recurrent Neural Network 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 9, 页码: 3283-3293
作者:  Pang, Junbiao;  Huang, Jing;  Du, Yong;  Yu, Haitao;  Huang, Qingming;  Yin, Baocai
收藏  |  浏览/下载：76/0  |  提交时间：2019/12/10
Bus arriving time prediction  recurrent neural network  heterogenous measurement  long-range dependencies  multi-step-ahead prediction  
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  
Beyond global fusion: A group-aware fusion approach for multi-view image clustering 期刊论文
INFORMATION SCIENCES, 2019, 卷号: 493, 页码: 176-191
作者:  Xue, Zhe;  Li, Guorong;  Wang, Shuhui;  Huang, Jun;  Zhang, Weigang;  Huang, Qingming
收藏  |  浏览/下载：260/0  |  提交时间：2019/08/16
Multi-view learning  Local fusion strategy  Group-aware fusion  Image clustering  
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  
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  
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