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Deconvolution in Acousto-Optical Tunable Filter Spectrometry
Volume 64, Number 11 (Nov. 2010) Page 1265-1273
JAKA KATRANIK,* FRANJO PERNU , and BOTJAN LIKAR
Spectrometers and spectral imaging systems based on the acousto-optical tunable filter (AOTF) are becoming commonly used in many different fields in which high spectral resolution is crucial, e.g., laser-induced breakdown spectroscopy, Raman spectroscopy, and absorption spectroscopy of gases. As AOTFs have many advantages over other spectroscopic instruments but lack spectral resolution, a procedure for resolution enhancement, composed of point spread function characterization and spectrum preprocessing and deconvolution, is proposed. Wiener, Fourier-wavelet regularized (ForWaRD), Richardson–Lucy, and Wavelet–Lucy deconvolution methods were tested and their performances assessed with two deconvolution quality measures: resolution enhancement and noise amplification. It was shown that the proposed spectral resolution enhancement is feasible and gives good results for line spectra and highly dynamic spectra.
Index Headings: Deconvolution; Spectrometry; Hyperspectral imaging; Acousto-optical tunable filters; AOTF; Resolution enhancement; Wiener deconvolution; ForWaRD deconvolution; Richardson–Lucy deconvolution; Wavelet–Lucy deconvolution.