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Unsupervised Multitarget Domain Adaptation With Dictionary-Bridged Knowledge Exploitation 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 14
作者:  Tian, Qing;  Ma, Chuang;  Cao, Meng;  Wan, Jun;  Lei, Zhen;  Chen, Songcan
收藏  |  浏览/下载:311/0  |  提交时间:2022/09/19
Dictionary learning  domain correlations  multitarget domain adaptation  representation learning  unsupervised domain adaptation (UDA)  
An Efficient Multiresolution Network for Vehicle Reidentification 期刊论文
IEEE INTERNET OF THINGS JOURNAL, 2022, 卷号: 9, 期号: 11, 页码: 9049-9059
作者:  Shen, Fei;  Zhu, Jianqing;  Zhu, Xiaobin;  Huang, Jingchang;  Zeng, Huanqiang;  Lei, Zhen;  Cai, Canhui
收藏  |  浏览/下载:277/0  |  提交时间:2022/07/25
Image resolution  Training  Feature extraction  Spatial resolution  Proposals  Internet of Things  Deep learning  Deep learning  image representation  multiresolution  vehicle reidentification  
Shared Low-Rank Correlation Embedding for Multiple Feature Fusion 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 1855-1867
作者:  Wang, Zhan;  Wang, Lizhi;  Wan, Jun;  Huang, Hua
收藏  |  浏览/下载:177/0  |  提交时间:2021/12/28
Correlation  Kernel  Task analysis  Fuses  Noise measurement  Laplace equations  Dictionaries  Common subspace  low-rank representation  multiple feature fusion  canonical correlation analysis  
Prior-knowledge and attention based meta-learning for few-shot learning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2021, 卷号: 213, 页码: 12
作者:  Qin, Yunxiao;  Zhang, Weiguo;  Zhao, Chenxu;  Wang, Zezheng;  Zhu, Xiangyu;  Shi, Jingping;  Qi, Guojun;  Lei, Zhen
收藏  |  浏览/下载:292/0  |  提交时间:2021/04/06
Meta-learning  Few-shot learning  Prior-knowledge  Representation  Attention mechanism  
Joint Feature and Similarity Deep Learning for Vehicle Re-identification 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 43724-43731
作者:  Zhu, Jianqing;  Zeng, Huanqiang;  Du, Yongzhao;  Lei, Zhen;  Zheng, Lixin;  Cai, Canhui
收藏  |  浏览/下载:208/0  |  提交时间:2019/12/16
Vehicle Re-identification  Feature Representation  Similarity Learning  Deep Learning  
FERLrTc: 2D+3D facial expression recognition via low-rank tensor completion 期刊论文
SIGNAL PROCESSING, 2019, 卷号: 161, 页码: 74-88
作者:  Fu, Yunfang;  Ruan, Qiuqi;  Luo, Ziyan;  Jin, Yi;  An, Gaoyun;  Wan, Jun
收藏  |  浏览/下载:312/0  |  提交时间:2019/07/12
Tensor Tucker decomposition  2D+3D Facial expression recognition  Tensor low-rank representation  Tensor completion  Multi-modality  
Enhanced Local Gradient Order Features and Discriminant Analysis for Face Recognition 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2016, 卷号: 46, 期号: 11, 页码: 2656-2669
作者:  Ren, Chuan-Xian;  Lei, Zhen;  Dai, Dao-Qing;  Li, Stan Z.
Adobe PDF(1998Kb)  |  收藏  |  浏览/下载:424/136  |  提交时间:2017/02/14
Discontinuity  Image Gradient  Order Features  Sparse Representation  Subspace Learning  
Learning Stacked Image Descriptor for Face Recognition 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2016, 卷号: 26, 期号: 9, 页码: 1685-1696
作者:  Lei, Zhen;  Yi, Dong;  Li, Stan Z.
Adobe PDF(5197Kb)  |  收藏  |  浏览/下载:406/153  |  提交时间:2016/12/26
Deep Discriminant Face Representation  Face Recognition  Learning-based Descriptor  Stacked Image Descriptor (Sid)  
Metric Embedded Discriminative Vocabulary Learning for High-Level Person Representation 会议论文
AAAI, Phoenix, USA, 2016, 02.12-02.17
作者:  Yang Yang(杨阳);  Zhen Lei;  Shifeng Zhang;  Hailin Shi;  Stan Z. Li;  Yang Yang
浏览  |  Adobe PDF(1938Kb)  |  收藏  |  浏览/下载:362/75  |  提交时间:2016/07/04
Person Re-identification  Metric Embedded Discriminative Vocabulary Learning  High-level Person Representation  
Face Recognition by Exploring Information Jointly in Space, Scale and Orientation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2011, 卷号: 20, 期号: 1, 页码: 247-256
作者:  Lei, Zhen;  Liao, Shengcai;  Pietikainen, Matti;  Li, Stan Z.
收藏  |  浏览/下载:182/0  |  提交时间:2015/11/08
Conditional Mutual Information (Cmi)  Face Recognition  Gabor Volume Based Local Binary Pattern (Gv-lbp)  Gabor Volume Representation  Local Binary Pattern (Lbp)