Compressive coded aperture spectral imaging: An introduction

GR Arce, DJ Brady, L Carin, H Arguello… - IEEE Signal …, 2013 - ieeexplore.ieee.org
Imaging spectroscopy involves the sensing of a large amount of spatial information across a
multitude of wavelengths. Conventional approaches to hyperspectral sensing scan adjacent …

Compressive hyperspectral imaging via approximate message passing

J Tan, Y Ma, H Rueda, D Baron… - IEEE Journal of Selected …, 2015 - ieeexplore.ieee.org
We consider a compressive hyperspectral imaging reconstruction problem, where three-
dimensional spatio-spectral information about a scene is sensed by a coded aperture …

[HTML][HTML] The restricted isometry property for random block diagonal matrices

A Eftekhari, HL Yap, CJ Rozell, MB Wakin - Applied and Computational …, 2015 - Elsevier
Abstract In Compressive Sensing, the Restricted Isometry Property (RIP) ensures that robust
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

MA Golub, A Averbuch, M Nathan, VA Zheludev… - Applied Optics, 2016 - opg.optica.org
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 …

Adaptive grayscale compressive spectral imaging using optimal blue noise coding patterns

N Diaz, C Hinojosa, H Arguello - Optics & Laser Technology, 2019 - Elsevier
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 …

Multiple snapshot colored compressive spectral imager

CV Correa, CA Hinojosa, GR Arce… - Optical …, 2017 - spiedigitallibrary.org
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 image classification from optimal coded-aperture compressive measurements

A Ramirez, H Arguello, GR Arce… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
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 …

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 …

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 …

[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 …