Publication | Closed Access
Overview of compressive sensing techniques applied in holography [Invited]
122
Citations
52
References
2012
Year
Cs ParadigmHolographySparse RepresentationEngineeringMicroscopyTheoretical GuidelinesCompressive SensingBiomedical ImagingSignal ReconstructionComputational ImagingHolographic MethodSparse ImagingSignal ProcessingDigital Holography
In recent years compressive sensing (CS) has been successfully introduced in digital holography (DH). Depending on the ability to sparsely represent an object, the CS paradigm provides an accurate object reconstruction framework from a relatively small number of encoded signal samples. DH has proven to be an efficient and physically realizable sensing modality that can exploit the benefits of CS. In this paper, we provide an overview of the theoretical guidelines for application of CS in DH and demonstrate the benefits of compressive digital holographic sensing.
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