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Deconvolution in Acousto-Optical Tunable Filter Spectrometry

机译:声光可调滤波器光谱中的反卷积

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摘要

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.
机译:基于声光可调滤波器(AOTF)的光谱仪和光谱成像系统正逐渐在许多不同的领域中得到广泛应用,在这些领域中,高光谱分辨率至关重要,例如激光诱导击穿光谱,拉曼光谱和气体吸收光谱。由于AOTF比其他光谱仪器具有很多优点,但缺乏光谱分辨率,因此提出了一种由点扩展函数表征,光谱预处理和去卷积组成的分辨率提高程序。测试了Wiener,傅立叶小波正则化(ForWaRD),Richardson-Lucy和Wavelet-Lucy反卷积方法,并通过两种反卷积质量量度(分辨率增强和噪声放大)评估了它们的性能。结果表明,所提出的光谱分辨率增强方案是可行的,并且对于线谱和高动态谱都可以提供良好的结果。

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