Name
Title | ||
|---|---|---|
Class specific or shared? A cascaded dictionary learning framework for image classification |
Abstract | ||
|---|---|---|
•Propose a novel class shared dictionary learning method named label embedded dictionary learning (LEDL).•Propose a novel dictionary learning framework named cascaded dictionary learning framework (CDLF).•Propose to utilize the alternating direction method of multipliers algorithm and blockwise coordinate descent algorithm to optimize each layer of a dictionary learning task.•The proposed LEDL and CDLF methods achieve superior performance on six benchmark datasets. |
Year | DOI | Venue |
|---|---|---|
2020 | 10.1016/j.sigpro.2020.107697 | Signal Processing |
Keywords | DocType | Volume |
Class specific dictionary learning,Class shared dictionary learning,Label embedded dictionary learning,Cascaded dictionary learning framework,Image classification | Journal | 176 |
ISSN | Citations | PageRank |
0165-1684 | 0 | 0.34 |
References | Authors | |
0 | 5 | |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Yanjiang Wang | 1 | 15 | 8.65 |
| Shuai Shao | 2 | 3 | 2.41 |
| Rui Xu | 3 | 3 | 2.75 |
| Weifeng Liu | 4 | 87 | 13.82 |
| Bao-Di Liu | 5 | 166 | 27.34 |