Name
Title | ||
|---|---|---|
LBP-Structure Optimization With Symmetry and Uniformity Regularizations for Scene Classification. |
Abstract | ||
|---|---|---|
Local binary pattern (LBP) and its variants have been widely used in many visual recognition tasks. Most existing approaches utilize predefined LBP structures to extract LBP features. Recently, data-driven LBP structures have shown promising results. However, due to the limited number of training samples, data-driven structures may overfit the training samples, hence could not generalize well on t... |
Year | DOI | Venue |
|---|---|---|
2017 | 10.1109/LSP.2016.2632167 | IEEE Signal Processing Letters |
Keywords | Field | DocType |
Feature extraction,Training,Quadratic programming,Symmetric matrices,Linear programming,Pattern recognition | Mathematical optimization,Pattern recognition,Local binary patterns,Symmetric matrix,Feature extraction,Regularization (mathematics),Visual recognition,Artificial intelligence,Linear programming,Overfitting,Quadratic programming,Mathematics | Journal |
Volume | Issue | ISSN |
24 | 1 | 1070-9908 |
Citations | PageRank | References |
0 | 0.34 | 34 |
Authors | ||
3 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Jianfeng Ren | 1 | 291 | 16.97 |
| Xudong Jiang | 2 | 1885 | 117.85 |
| Junsong Yuan | 3 | 3703 | 187.68 |