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Compressive coded aperture spectral imaging: An introduction
Imaging spectroscopy involves the sensing of a large amount of spatial information across a
multitude of wavelengths. Conventional approaches to hyperspectral sensing scan adjacent …
multitude of wavelengths. Conventional approaches to hyperspectral sensing scan adjacent …
Compressive hyperspectral imaging via approximate message passing
We consider a compressive hyperspectral imaging reconstruction problem, where three-
dimensional spatio-spectral information about a scene is sensed by a coded aperture …
dimensional spatio-spectral information about a scene is sensed by a coded aperture …
[HTML][HTML] The restricted isometry property for random block diagonal matrices
Abstract In Compressive Sensing, the Restricted Isometry Property (RIP) ensures that robust
recovery of sparse vectors is possible from noisy, undersampled measurements via …
recovery of sparse vectors is possible from noisy, undersampled measurements via …
Compressed sensing snapshot spectral imaging by a regular digital camera with an added optical diffuser
We propose a spectral imaging method that allows a regular digital camera to be converted
into a snapshot spectral imager by equip** the camera with a dispersive diffuser and with …
into a snapshot spectral imager by equip** the camera with a dispersive diffuser and with …
Adaptive grayscale compressive spectral imaging using optimal blue noise coding patterns
Imaging spectroscopy collects the spectral information of a scene by sensing all the spatial
information across the electromagnetic wavelengths and are useful for applications in …
information across the electromagnetic wavelengths and are useful for applications in …
Multiple snapshot colored compressive spectral imager
The snapshot colored compressive spectral imager (SCCSI) is a recent compressive
spectral imaging (CSI) architecture that senses the spatial and spectral information of a …
spectral imaging (CSI) architecture that senses the spatial and spectral information of a …
Spectral image classification from optimal coded-aperture compressive measurements
Traditional hyperspectral imaging sensors acquire high-dimensional data that are used for
the discrimination of objects and features in a scene. Recently, a novel architecture known …
the discrimination of objects and features in a scene. Recently, a novel architecture known …
Compressive spectral imaging based on hexagonal blue noise coded apertures
H Zhang, X Ma, DL Lau, J Zhu… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The coded aperture snapshot spectral imager (CASSI) is a computational imaging system
that acquires a three dimensional (3D) spectral data cube by a single or a few two …
that acquires a three dimensional (3D) spectral data cube by a single or a few two …
Compressive spectral imaging approach using adaptive coded apertures
H Zhang, X Ma, GR Arce - Applied optics, 2020 - opg.optica.org
The coded aperture snapshot spectral imager (CASSI) acquires three-dimensional spectral
images with two-dimensional coded projection measurements. This paper proposes an …
images with two-dimensional coded projection measurements. This paper proposes an …
[HTML][HTML] Efficient reconstruction of Raman spectroscopy imaging based on compressive sensing
DF Galvis-Carreño, YH Mejía-Melgarejo… - Dyna, 2014 - scielo.org.co
Abstract Raman Spectroscopy Imaging requires long periods of time for the data acquisition
and subsequent treatment of the spectral chemical images. Recently, Compressed Sensing …
and subsequent treatment of the spectral chemical images. Recently, Compressed Sensing …