Name
Abstract | ||
|---|---|---|
A discriminative structured analysis dictionary is proposed for the classification task. A structure of the union of subspaces (UoS) is integrated into the conventional analysis dictionary learning to enhance the capability of discrimination. A simple classifier is also simultaneously included into the formulated function to ensure a more complete consistent classification. The solution of the alg... |
Year | DOI | Venue |
|---|---|---|
2018 | 10.1109/TIP.2019.2919409 | IEEE Transactions on Image Processing |
Keywords | Field | DocType |
Dictionaries,Machine learning,Sparse matrices,Task analysis,Image coding,Optimization,Training | Task analysis,Pattern recognition,Robustness (computer science),Thread (computing),Artificial intelligence,Classifier (linguistics),Structured analysis,Discriminative model,Mathematics,Sparse matrix,Computational complexity theory | Journal |
Volume | Issue | ISSN |
28 | 12 | 1057-7149 |
Citations | PageRank | References |
4 | 0.37 | 6 |
Authors | ||
4 | ||
Name | Order | Citations | PageRank |
|---|---|---|---|
| Wen Tang | 1 | 72 | 19.24 |
| Ashkan Panahi | 2 | 93 | 13.97 |
| Hamid Krim | 3 | 520 | 59.69 |
| liyi dai | 4 | 17 | 3.81 |