DocumentCode
178677
Title
Synthetic coded apertures in compressive spectral imaging
Author
Galvis, Laura ; Arguello, Henry ; Arce, Gonzalo R.
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Delaware, Newark, DE, USA
fYear
2014
fDate
4-9 May 2014
Firstpage
3181
Lastpage
3185
Abstract
Compressive spectral imagers have gained popularity recently due to their ability to sense a three-dimensional (3D) data cube with just a few two dimensional (2D) coded aperture projection snapshots. The coded apertures are realized by digital micromirror devices (DMD) which often do not match the pitch resolution of the focal plane array (FPA). This paper introduces the forward model and associated reconstruction algorithm for such mismatched spectral imagers, without the loss of spectral and spatial resolution. Simulations show the improvements in the reconstructions achieved with the proposed approach yielding up to 12 dB gain in PSNR with respect to traditional.
Keywords
compressed sensing; hyperspectral imaging; image coding; image reconstruction; compressive spectral imaging; digital micromirror devices; focal plane array; mismatched spectral imagers; reconstruction algorithm; synthetic coded apertures; three dimensional data cube; two dimensional coded aperture projection snapshots; Apertures; Detectors; Image reconstruction; Imaging; PSNR; Spatial resolution; Spectral imaging; coded aperture; compressive sensing; hyperspectral imaging; pitch resolution;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on
Conference_Location
Florence
Type
conf
DOI
10.1109/ICASSP.2014.6854187
Filename
6854187
Link To Document