Optics Letters · 2011 · 158 citations · 5 references
EngineeringBiomedical EngineeringBiomedical ImagingBiomedical OpticsDigital ImagingDigital Image ProcessingImage CompressionImage ReconstructionImagingCompressed SensingCompressed Sensing AcquisitionCompressive SensingImage Sensor TechnologyMeasurementSparse ReconstructionSpectral Imaging
We report on the development of a digital-micromirror-device (DMD)-based multishot snapshot spectral imaging (DMD-SSI) system as an alternative to current piezostage-based multishot coded aperture snapshot spectral imager (CASSI) systems. In this system, a DMD is used to implement compressive sensing (CS) measurement patterns for reconstructing the spatial/spectral information of an imaging scene. Based on the CS measurement results, we demonstrated the concurrent reconstruction of 24 spectral images. The DMD-SSI system is versatile in nature as it can be used to implement independent CS measurement patterns in addition to spatially shifted patterns that piezostage-based systems can offer.
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Compressive Sensing [Lecture Notes]
Richard G. Baraniuk · IEEE Signal Processing Magazine · 2007 · 4.2K citations
Video rate spectral imaging using a coded aperture snapshot spectral imager
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David Kittle, Kerkil Choi, Ashwin A. Wagadarikar et al. · Applied Optics · 2010 · 336 citations
Arts, Astronomy, Biomedical Imaging +15