Abstract | ||
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We consider the problem of reconstructing densely sampled light field (DSLF) from sparse camera views. In our previous work, the DSLF has been reconstructed by processing epipolar-plane images (EPI) employing sparse regularization in shearlet transform domain. With the aim to avoid redundant processing and reduce the overall reconstruction time, in this paper, we propose algorithm modifications in... |
Year | DOI | Venue |
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2017 | 10.1109/JSTSP.2017.2738617 | IEEE Journal of Selected Topics in Signal Processing |
Keywords | Field | DocType |
Image reconstruction,Image color analysis,Signal processing algorithms,Light fields,Graphics processing units | Iterative reconstruction,Computer vision,Signal processing,Decorrelation,Computer science,Shearlet,Light field,Redundancy (engineering),Regularization (mathematics),Artificial intelligence,Channel (digital image) | Journal |
Volume | Issue | ISSN |
11 | 7 | 1932-4553 |
Citations | PageRank | References |
3 | 0.52 | 15 |
Authors | ||
3 |
Name | Order | Citations | PageRank |
---|---|---|---|
Suren Vagharshakyan | 1 | 36 | 3.43 |
Robert Bregovic | 2 | 148 | 18.84 |
Atanas P. Gotchev | 3 | 223 | 38.55 |