Compressive imaging spectrometers using coded apertures

TitleCompressive imaging spectrometers using coded apertures
Publication TypeJournal Article
Year of Publication2006
AuthorsDJ Brady, and ME Gehm
JournalSmart Structures and Materials 2005: Active Materials: Behavior and Mechanics
Volume6246
Date Published08/2006
Abstract

A spectral imager provides a 3-D data cube in which the spatial information (2-D) of the image is comple-mented by spectral information (1-D) about each spatial location. Typically, these systems are operated in a fully-determined (or overdetermined) manner so that the measurements can be computationally inverted into a reliable estimate of the source. We propose a notional system design that is highly underdetermined, yet still computationally invertable. This approach relies on recently-developed concepts in compressive sensing. Because the number of required measurements is greatly reduced from traditional designs, the result is a faster and more economical sensor system.

DOI10.1117/12.667605
Short TitleSmart Structures and Materials 2005: Active Materials: Behavior and Mechanics