Light Field Compressive Sensing

This paper presents a novel approach to capture light field in camera arrays based on the compressive sensing framework. Light fields are captured by a linear array of cameras with overlapping field of view. In this work, we design a redundant dictionary to exploit cross-cameras correlated structures in order to sparsely represent cameras image. We show experimentally that the projection of complex synthetic scenes into the designed dictionary yield very sparse coefficients.


Presented at:
1st International Traveling Workshop for Interacting Sparse Models and Technology, Marseille, France
Year:
2012
Keywords:
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 Record created 2012-03-05, last modified 2018-09-13

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