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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：12/0  |  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  
Co-Referenced Subspace Clustering 会议论文
, San Diego, USA, July 23-27, 2018
作者:  Xiaobo Wang;  Zhen Lei;  Hailin Shi;  Xiaojie Guo;  Xiangyu Zhu;  Stan Z. Li
浏览  |  Adobe PDF(484Kb)  |  收藏  |  浏览/下载：484/167  |  提交时间：2018/05/09
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：329/72  |  提交时间：2018/01/16
Convolutional Neural Network · Feature Learning · Pooling · Bag Of Words · Bilevel Optimization  
Groupwise Retargeted Least-Squares Regression 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2018, 卷号: 29, 期号: 4, 页码: 1352-1358
作者:  Wang, Lingfeng;  Pan, Chunhong
浏览  |  Adobe PDF(618Kb)  |  收藏  |  浏览/下载：386/133  |  提交时间：2018/01/04
Groupwise  Least-squares Regression (Lsr)  Multicategory Classification  Retargeted Least-squares Regression (Relsr)  
RoDLSR: Robust discriminative least squares regression model for multi-category classification 会议论文
, New Orleans, USA, 2017-3-5
作者:  Lingfeng Wang;  Shuaizheng Liu;  Chunhong Pan
浏览  |  Adobe PDF(3859Kb)  |  收藏  |  浏览/下载：217/55  |  提交时间：2018/01/04
MSDLSR: Margin Scalable Discriminative Least Squares Regression for Multicategory Classification 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2016, 卷号: 27, 期号: 12, 页码: 2711-2717
作者:  Wang, Lingfeng;  Zhang, Xu-Yao;  Pan, Chunhong
浏览  |  Adobe PDF(1169Kb)  |  收藏  |  浏览/下载：310/102  |  提交时间：2017/02/14
Discriminative Least Squares Regression (Dlsr)  Least Squares Regression (Lsr)  Multicategory Classification  
Task-Driven Feature Pooling for Image Classification 会议论文
ICCV, 智利，圣地亚哥, 2015-12
作者:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Shu Xiangbo;  Yan Shuicheng;  Cheng-Lin Liu
浏览  |  Adobe PDF(1263Kb)  |  收藏  |  浏览/下载：353/86  |  提交时间：2016/07/14
Pooling  Cnn  
Multi-Cue Illumination Estimation via a Tree-Structured Group Joint Sparse Representation 期刊论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, 2016, 卷号: 117, 期号: 1, 页码: 21-47
作者:  Li, Bing;  Xiong, Weihua;  Hu, Weiming;  Funt, Brian;  Xing, Junliang
浏览  |  Adobe PDF(3374Kb)  |  收藏  |  浏览/下载：420/152  |  提交时间：2016/04/13
Color Constancy  Illumination Estimation  Automatic White Balancing  Tree-structured Group  Sparse Representation  
Task-driven feature pooling for image classification 会议论文
Proc. IEEE International Conference on Computer Vision (ICCV), Santiago, Chile, December 13-16, 2015
作者:  Xie, Guo-Sen;  Zhang, Xu-Yao;  Shu, Xiangbo;  Yan, Shuicheng;  Liu, Cheng-Lin
浏览  |  Adobe PDF(1263Kb)  |  收藏  |  浏览/下载：329/76  |  提交时间：2016/04/08
MSDLSR: Margin Scalable Discriminative Least Squares Regression for Multi-category Classification 期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2015, 页码: 1-7
作者:  Wang, Lingfeng;  Zhang, Xuyao;  Pan, Chunhong
浏览  |  Adobe PDF(1167Kb)  |  收藏  |  浏览/下载：397/103  |  提交时间：2016/03/30
Discriminative Least Squares Regression (Dlsr)  Least Squares Regression (Lsr)  Multicategory Classification.