Journal of the Optical Society of America A · 2014 · 78 citations · 17 references
EngineeringBiomedical EngineeringDigital ImagingOpticsPhotonicsDigital Image ProcessingDigital Signal ProcessingImage ProcessingImage ReconstructionMultispectral ImagingOptical ImagingBandpass FilteringBandpass FiltersCoded Aperture ImagingCoding SchemesCompressed SensingCompressive SensingForward Imaging ModelMicromirror Arrays
Compressive spectral imaging (CSI) captures multispectral imagery using fewer measurements than those required by traditional Shannon-Nyquist theory-based sensing procedures. CSI systems acquire coded and dispersed random projections of the scene rather than direct measurements of the voxels. To date, the coding procedure in CSI has been realized through the use of block-unblock coded apertures (CAs), commonly implemented as chrome-on-quartz photomasks. These apertures block or permit us to pass the entire spectrum from the scene at given spatial locations, thus modulating the spatial characteristics of the scene. This paper extends the framework of CSI by replacing the traditional block-unblock photomasks by patterned optical filter arrays, referred to as colored coded apertures (CCAs). These, in turn, allow the source to be modulated not only spatially but spectrally as well, entailing more powerful coding strategies. The proposed CCAs are synthesized through linear combinations of low-pass, high-pass, and bandpass filters, paired with binary pattern ensembles realized by a digital micromirror device. The optical forward model of the proposed CSI architecture is presented along with a proof-of-concept implementation, which achieves noticeable improvements in the quality of the reconstruction.
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Synthesis and evaluation of linear motion transitions
Jing Wang, Bobby Bodenheimer · ACM Transactions on Graphics · 2008 · 1.5K citations
Compressive Coded Aperture Spectral Imaging: An Introduction
Gonzalo R. Arce, David J. Brady, Lawrence Carin et al. · IEEE Signal Processing Magazine · 2013 · 653 citations
Multiframe image estimation for coded aperture snapshot spectral imagers
David Kittle, Kerkil Choi, Ashwin A. Wagadarikar et al. · Applied Optics · 2010 · 336 citations
Arts, Astronomy, Biomedical Imaging +15