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.
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Hosseini Kamal, M., Golbabaee, M., & Vandergheynst, P. (2012). Light Field Compressive Sensing. 1st International Traveling Workshop for Interacting Sparse Models and Technology, Marseille, France. https://infoscience.epfl.ch/handle/20.500.14299/78374
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