Class mean‐weighted discriminative collaborative representation for classification

Lan Du , Jianping Gou , Yongzhao Zhan , Zhang Yi
International Journal of Intelligent Systems

2021
Subspace-level dictionary fusion for robust multimedia classification

Bob Zhang , Shaoning Zeng , Jianhang Zhou
Multimedia Tools and Applications 80 ( 14) 1 -14

2021
Fast and Robust Dictionary-based Classification for Image Data

Jianping Gou , Bob Zhang , Yong Xu , Shaoning Zeng
ACM Transactions on Knowledge Discovery From Data 15 ( 6) 1 -22

2021
A generalized mean distance-based k-nearest neighbor classifier

Jianping Gou , Hongxing Ma , Weihua Ou , Shaoning Zeng
Expert Systems With Applications 115 356 -372

229
2019
A novel fusion strategy for probabilistic sparse representation classifier guided by support vector machines

Jianhang Zhou , Shaoning Zeng , Bob Zhang
international conference on digital image processing 11179 1117935

2019
Initial investigation of different classifiers for plant leaf classification using multiple features

Qi Zhang , Shaoning Zeng , Bob Zhang
international conference on digital image processing 11179 1117922

1
2019
An antinoise sparse representation method for robust face recognition via joint l1 and l2 regularization

Shaoning Zeng , Jianping Gou , Lunman Deng
Expert Systems With Applications 82 1 -9

48
2017
Dual sparse learning via data augmentation for robust facial image classification

Shaoning Zeng , Bob Zhang , Yanghao Zhang , Jianping Gou
International Journal of Machine Learning and Cybernetics 11 ( 8) 1717 -1734

8
2020
Multiplication fusion of sparse and collaborative representation for robust face recognition

Shaoning Zeng , Xiong Yang , Jianping Gou
Multimedia Tools and Applications 76 ( 20) 20889 -20907

19
2017
Improving sparsity of coefficients for robust sparse and collaborative representation-based image classification

Shaoning Zeng , Jianping Gou , Xiong Yang
Neural Computing and Applications 30 ( 10) 2965 -2978

45
2018
Robust collaborative representation-based classification via regularization of truncated total least squares

Shaoning Zeng , Bob Zhang , Yuandong Lan , Jianping Gou
Neural Computing and Applications 31 ( 10) 5689 -5697

5
2019
5
2016
Representation-based classification methods with enhanced linear reconstruction measures for face recognition

Jianping Gou , Jun Song , Weihua Ou , Shaoning Zeng
Computers & Electrical Engineering 79 106451

4
2019
Double competitive constraints-based collaborative representation for pattern classification

Jianping Gou , Hongwei Wu , Heping Song , Lan Du
Computers & Electrical Engineering 84 106632

1
2020
Learning double weights via data augmentation for robust sparse and collaborative representation-based classification

Shaoning Zeng , Bob Zhang , Jianping Gou
Multimedia Tools and Applications 79 ( 29) 20617 -20638

6
2020
An Issue Driven Teaching Method for Collaborative Programming Experiment

Liu Chen , Shaoning Zeng
2019 IEEE International Conference on Computer Science and Educational Informatization (CSEI)

2019
A new discriminative collaborative representation-based classification method via l 2 regularizations

Jianping Gou , Bing Hou , Yunhao Yuan , Weihua Ou
Neural Computing and Applications 32 ( 13) 9479 -9493

6
2020
Two-stage knowledge transfer framework for image classification

Jianhang Zhou , Shaoning Zeng , Bob Zhang
Pattern Recognition 107 107529

3
2020
Linear Representation-Based Methods for Image Classification: A Survey

Jianhang Zhou , Shaoning Zeng , Bob Zhang
IEEE Access 8 216645 -216670

2020