Title
Accelerated Shearlet-Domain Light Field Reconstruction.
Abstract
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
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 Vagharshakyan1363.43
Robert Bregovic214818.84
Atanas P. Gotchev322338.55