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Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2024, 卷号: 46, 期号: 3, 页码: 1881-1897
作者:  Gao, Jin;  Lu, Yan;  Qi, Xiaojuan;  Kou, Yutong;  Li, Bing;  Li, Liang;  Yu, Shan;  Hu, Weiming
Adobe PDF(915Kb)  |  收藏  |  浏览/下载：45/18  |  提交时间：2024/06/21
Visualization  Training  Adaptation models  Data models  Optimization  Task analysis  Robustness  Online learning  few-shot online adaptation  visual tracking  continual learning  recursive least-squares estimation  
GCNet: Graph Completion Network for Incomplete Multimodal Learning in Conversation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 7, 页码: 8419-8432
作者:  Lian, Zheng;  Chen, Lan;  Sun, Licai;  Liu, Bin;  Tao, Jianhua
Adobe PDF(3959Kb)  |  收藏  |  浏览/下载：184/9  |  提交时间：2023/11/17
Oral communication  Correlation  Data models  Task analysis  Feature extraction  Tensors  Benchmark testing  Conversational data  graph complete network (GCNet)  incomplete multimodal learning  speaker-sensitive modeling  temporal-sensitive modeling  
Efficient Group-n Encoding and Decoding for Facial Age Estimation 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 11, 页码: 2610-2623
作者:  Zichang Tan;  Jun Wan;  Zhen Lei;  Ruicong Zhi;  Guodong Guo;  Stan Z. Li
浏览  |  Adobe PDF(1015Kb)  |  收藏  |  浏览/下载：625/217  |  提交时间：2018/10/10
Age estimation  deep learning  convolutional neural network  age grouping  data imbalance  
Towards Robust and Accurate Multi-View and Partially-Occluded Face Alignment 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 4, 页码: 987-1001
作者:  Xing, Junliang;  Niu, Zhiheng;  Huang, Junshi;  Hu, Weiming;  Zhou, Xi;  Yan, Shuicheng
浏览  |  Adobe PDF(8206Kb)  |  收藏  |  浏览/下载：429/112  |  提交时间：2018/01/04
Face Alignment  Dictionary Learning  Sparse Representation  Appearance-shape Modeling  
Drawing and Recognizing Chinese Characters with Recurrent Neural Network 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 4, 页码: 849-862
作者:  Zhang, Xu-Yao;  Yin, Fei;  Zhang, Yan-Ming;  Liu, Cheng-Lin;  Bengio, Yoshua
浏览  |  Adobe PDF(824Kb)  |  收藏  |  浏览/下载：674/296  |  提交时间：2017/09/16
Recurrent Neural Network  Lstm  Gru  Discriminative Model  Generative Model  Handwriting  
Demographic Analysis from Biometric Data: Achievements, Challenges, and New Frontiers 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2018, 卷号: 40, 期号: 2, 页码: 332-351
作者:  Sun, Yunlian;  Zhang, Man;  Sun, Zhenan;  Tan, Tieniu
浏览  |  Adobe PDF(2995Kb)  |  收藏  |  浏览/下载：886/312  |  提交时间：2017/09/16
Demographic Estimation  Biometrics  Human Age Estimation  Gender Classification  Race Recognition  
Exploiting Hierarchical Dense Structures on Hypergraphs for Multi-Object Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2016, 卷号: 38, 期号: 10, 页码: 1983-1996
作者:  Wen, Longyin;  Lei, Zhen;  Lyu, Siwei;  Li, Stan Z.;  Yang, Ming-Hsuan
Adobe PDF(739Kb)  |  收藏  |  浏览/下载：420/151  |  提交时间：2016/12/26
Multi-object Tracking  Tracklet  Hierarchical  Undirected Affinity Hypergraph  Dense Structures  
Explore Efficient Local Features from RGB-D Data for One-Shot Learning Gesture Recognition 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2016, 卷号: 38, 期号: 8, 页码: 1626-1639
作者:  Wan, Jun;  Guo, Guodong;  Li, Stan Z.;  Jun Wan
浏览  |  Adobe PDF(771Kb)  |  收藏  |  浏览/下载：533/239  |  提交时间：2016/10/20
One-shot Learning  Gesture Reco Gnition  Rgb-d Data  Bag Of Visual Words Model  
Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2016, 卷号: 38, 期号: 2, 页码: 405-416
作者:  Ren, Weiqiang;  Huang, Kaiqi;  Tao, Dacheng;  Tan, Tieniu
浏览  |  Adobe PDF(1101Kb)  |  收藏  |  浏览/下载：395/99  |  提交时间：2016/06/14
Weakly Supervised Localization  Convolutional Networks  Multiple Instance Learning  
Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2017, 卷号: 39, 期号: 1, 页码: 172-188
作者:  Hu, Weiming;  Gao, Jin;  Xing, Junliang;  Zhang, Chao;  Maybank, Stephen;  Weiming Hu
浏览  |  Adobe PDF(7133Kb)  |  收藏  |  浏览/下载：493/158  |  提交时间：2016/04/13
Discriminant Tracking  Tensor Samples  Semi-supervised Learning  Graph Embedding Space