Open AccessDeconvolution-based restoration of SWIR pushbroom imaging spectrometer images
Author(s) -
Jurij Jemec,
Franjo Pernuš,
Boštjan Likar,
Miran Bürmen
Publication year - 2016
Publication title -
optics express
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.394
H-Index - 271
ISSN - 1094-4087
DOI - 10.1364/oe.24.024704
Subject(s) - optics , imaging spectrometer , deconvolution , calibration , spectrometer , spectral imaging , remote sensing , image resolution , lens (geology) , spectrograph , image quality , point spread function , multispectral image , spectral resolution , displacement (psychology) , computer science , physics , geology , computer vision , spectral line , image (mathematics) , psychology , quantum mechanics , astronomy , psychotherapist
Properties of the short wave infrared (SWIR) imaging spectrograph and the front lens along with the misalignment of optical elements contribute to positionally variant displacements and blur that can significantly degrade the overall quality of the acquired images. In this work, we devise a complete routine for simultaneous displacement correction and resolution enhancement of SWIR spectral images along the two spatial and the spectral direction. The proposed restoration routine requires images of widely available and inexpensive calibration targets from which the response function of the imaging spectrometer is extracted. Extensive validation reveals that the displacement error observed in the restored images is reduced to the manufacturing accuracy of the calibration targets. Furthermore, the restored images exhibit up to a two-fold improvement in the spectral and spatial resolution.