Title | ||
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Multi-focus image fusion via morphological similarity-based dictionary construction and sparse representation |
Abstract | ||
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Sparse representation has been widely applied to multi-focus image fusion in recent years. As a key step, the construction of an informative dictionary directly decides the performance of sparsity-based image fusion. To obtain sufficient bases for dictionary learning, different geometric information of source images is extracted and analysed. The classified image bases are used to build correspond... |
Year | DOI | Venue |
---|---|---|
2018 | 10.1049/trit.2018.0011 | CAAI Transactions on Intelligence Technology |
Keywords | Field | DocType |
iterative methods,image classification,image fusion,dictionaries,image representation | Dictionary learning,Pattern recognition,Image fusion,Computer science,Sparse approximation,Fusion,Multi focus,Artificial intelligence,Compressed sensing,Principal component analysis | Journal |
Volume | Issue | ISSN |
3 | 2 | 2468-6557 |
Citations | PageRank | References |
1 | 0.35 | 12 |
Authors | ||
5 |
Name | Order | Citations | PageRank |
---|---|---|---|
Guanqiu Qi | 1 | 164 | 16.20 |
Qiong Zhang | 2 | 1 | 0.35 |
Fancheng Zeng | 3 | 1 | 0.35 |
Jinchuan Wang | 4 | 1 | 0.35 |
Zhiqin Zhu | 5 | 1 | 0.35 |