Services on Demand
Journal
Article
Indicators
- Cited by SciELO
- Access statistics
Related links
- Cited by Google
- Similars in SciELO
- Similars in Google
Share
Revista Facultad de Ingeniería Universidad de Antioquia
Print version ISSN 0120-6230
Abstract
RUEDA-CHACON, Hoover Fabián; VARGAS-GARCIA, Cesar Augusto and ARGUELLO-FUENTES, Henry. Single-pixel optical sensing architecture for compressive hyperspectral imaging. Rev.fac.ing.univ. Antioquia [online]. 2014, n.73, pp.124-133. ISSN 0120-6230.
Compressive hyperspectral imaging systems (CSI) capture the threedimensional (3D) information of a scene by measuring two-dimensional (2D) coded projections in a Focal Plane Array (FPA). These projections are then exploited by means of an optimization algorithm to obtain an estimation of the underlying 3D information. The quality of the reconstructions is highly dependent on the resolution of the FPA detector, which cost grows exponentially with the resolution. High-resolution low-cost reconstructions are thus desirable. This paper proposes a Single Pixel Compressive Hyperspectral Imaging Sensor (SPHIS) to capture and reconstruct hyperspectral images. This optical architecture relies on the use of multiple snapshots of two timevarying coded apertures and a dispersive element. Several simulations with two different databases show promising results as the reliable reconstruction of a hyperspectral image can be achieved by using as few as just the 30% of its voxels.
Keywords : Single-pixel detector; hyperspectral imaging; compressive sensing; optical imaging; coded aperture-based systems.