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On the Equivalence of Linear Discriminant Analysis and Least Squares Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2024, 卷号: 35, 期号: 4, 页码: 5710-5720
作者:  Nie, Feiping;  Chen, Hong;  Xiang, Shiming;  Zhang, Changshui;  Yan, Shuicheng;  Li, Xuelong
收藏  |  浏览/下载:14/0  |  提交时间:2024/07/04
Eigenvalues and eigenfunctions  Principal component analysis  Null space  Training data  Symmetric matrices  Sun  Optimization  Least squares regression (LSR)  linear discriminant analysis (LDA)  linear regression  minimum distance classifier (MDC)  null space LDA  
Hierarchical Contextual Refinement Networks for Human Pose Estimation 期刊论文
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2019, 卷号: 28, 期号: 2, 页码: 924-936
作者:  Nie, Xuecheng;  Feng, Jiashi;  Xing, Junliang;  Xiao, Shengtao;  Yan, Shuicheng
收藏  |  浏览/下载:359/0  |  提交时间:2019/01/08
Human pose estimation  joint complexity-aware  hierarchical contextual refinement network  
Video super-resolution based on spatial-temporal recurrent residual networks 期刊论文
COMPUTER VISION AND IMAGE UNDERSTANDING, 2018, 卷号: 168, 页码: 79-92
作者:  Yang, Wenhan;  Feng, Jiashi;  Xie, Guosen;  Liu, Jiaying;  Guo, Zongming;  Yan, Shuicheng
收藏  |  浏览/下载:224/0  |  提交时间:2018/10/10
Spatial Residue  Temporal Residue  Video Super-resolution  Inter-frame Motion Context  Intra-frame Redundancy  
FatRegion: A Fast Adaptive Tree-Structured Region Extraction Approach 期刊论文
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2018, 卷号: 28, 期号: 3, 页码: 601-615
作者:  Xing, Junliang;  Hu, Weiming;  Ai, Haizhou;  Yan, Shuicheng
收藏  |  浏览/下载:230/0  |  提交时间:2018/10/10
Object Classification  Object Segmentation  Object Tracking  Region Extraction  Superpixel  
LG-CNN: From local parts to global discrimination for fine-grained recognition 期刊论文
PATTERN RECOGNITION, 2017, 卷号: 71, 期号: 71, 页码: 118-131
作者:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Yang, Wenhan;  Xu, Mingliang;  Yan, Shuicheng;  Liu, Cheng-Lin
浏览  |  Adobe PDF(2717Kb)  |  收藏  |  浏览/下载:709/279  |  提交时间:2018/01/16
Fine-grained Recognition  Convolutional Neural Networks  Bilinear Pooling  Local Parts  Global Discrimination  
SDE: A novel selective, discriminative and equalizing feature representation for visual recognition 期刊论文
International Journal of Computer Vision (IJCV), 2017, 卷号: 124, 期号: 2, 页码: 145~168
作者:  Guo-Sen Xie;  Xu-Yao Zhang;  Shuicheng Yan;  Cheng-Lin Liu
浏览  |  Adobe PDF(5169Kb)  |  收藏  |  浏览/下载:335/74  |  提交时间:2018/01/16
Convolutional Neural Network · Feature Learning · Pooling · Bag Of Words · Bilevel Optimization  
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:435/115  |  提交时间:2018/01/04
Face Alignment  Dictionary Learning  Sparse Representation  Appearance-shape Modeling  
Structural Sparse Tracking 会议论文
, Boston, USA, 2015-6
作者:  Zhang, Tianzhu;  Liu, Si;  Xu, Changsheng;  Yan, Shuicheng;  Ghanem, Bernard;  Ahuja, Narendra;  Yang, Ming-Hsuan;  Tianzhu Zhang
Adobe PDF(6471Kb)  |  收藏  |  浏览/下载:295/86  |  提交时间:2017/12/29
FatRegion: A Fast, Adaptive, Tree-structured Region Extraction Approach 期刊论文
IEEE Transactions on Circuits and Systems for Video Technology, 2016, 卷号: PP, 期号: 99, 页码: 1-17
作者:  Junliang Xing;  Weiming Hu;  Haozhou Ai;  Shuicheng Yan
Adobe PDF(21334Kb)  |  收藏  |  浏览/下载:228/30  |  提交时间:2017/02/24
Object Classification  Region Extraction  Superpixel  Object Segmentation  Object Tracking  
Deep Relative Attributes 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 卷号: 18, 期号: 9, 页码: 1832-1842
作者:  Yang, Xiaoshan;  Zhang, Tianzhu;  Xu, Changsheng;  Yan, Shuicheng;  Hossain, M. Shamim;  Ghoneim, Ahmed
Unknown(2778Kb)  |  收藏  |  浏览/下载:450/107  |  提交时间:2016/12/26
Deep Learning  Relative Attributes (Ra)