Photonics Research, 2014, 2 (6): 06000168, Published Online: May. 21, 2015
Blind spectral deconvolution algorithm for Raman spectrum with Poisson noise Download: 1226次
Abstract
A blind deconvolution algorithm with modified Tikhonov regularization is introduced. To improve the spectral resolution, spectral structure information is incorporated into regularization by using the adaptive term to distinguish the spectral structure from other regions. The proposed algorithm can effectively suppress Poisson noise as well as preserve the spectral structure and detailed information. Moreover, it becomes more robust with the change of the regularization parameter. Comparative results on simulated and real degraded Raman spectra are reported. The recovered Raman spectra can easily extract the spectral features and interpret the unknown chemical mixture.
Hai Liu, Zhaoli Zhang, Jianwen Sun, Sanya Liu. Blind spectral deconvolution algorithm for Raman spectrum with Poisson noise[J]. Photonics Research, 2014, 2(6): 06000168.