Automated algorithm for baseline subtraction in spectra

被引:32
作者
Rowlands, Christopher [1 ]
Elliott, Stephen [1 ]
机构
[1] Univ Cambridge, Univ Chem Lab, Cambridge CB2 1EW, England
关键词
baseline correction; automation; signal processing; derivative spectra; REMOVAL;
D O I
10.1002/jrs.2691
中图分类号
O433 [光谱学];
学科分类号
0703 ; 070302 ;
摘要
A method for the automatic removal of a baseline in various types of spectra is proposed. The local values of the second derivative are used to distinguish between peaks and background, and the algorithm requires no user input. The performance is arguably better than all others tested in low-noise environments with varying baseline intensities, and comparable with the best routines in the case of spectra with a low signal-to-noise ratio. Copyright (C) 2010 John Wiley & Sons, Ltd.
引用
收藏
页码:363 / 369
页数:7
相关论文
共 16 条
[1]  
[Anonymous], 2008, MATH VERS 7 0
[2]  
[Anonymous], SciPy: Open source scientific tools for Python
[3]  
[Anonymous], 2005, PROBABILITY STAT ENG
[4]   SPECTRUM LINE PROFILES - VOIGT FUNCTION [J].
ARMSTRONG, BH .
JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 1967, 7 (01) :61-+
[5]   BASELINE MODELING WITH A COMPUTERIZED RAMAN SYSTEM [J].
BULMER, JT ;
IRISH, DE ;
GROSSMAN, FW ;
HERRIOT, G ;
TSENG, M ;
WEERHEIM, AJ .
APPLIED SPECTROSCOPY, 1975, 29 (06) :506-511
[6]   FAST AND PRECISE AUTOMATIC BASE-LINE CORRECTION OF ONE-DIMENSIONAL AND 2-DIMENSIONAL NMR-SPECTRA [J].
DIETRICH, W ;
RUDEL, CH ;
NEUMANN, M .
JOURNAL OF MAGNETIC RESONANCE, 1991, 91 (01) :1-11
[7]  
FRIEDRICHS MS, 1995, J BIOMOL NMR, V5, P147, DOI 10.1007/BF00208805
[8]  
*LAB SCI TERR CNRS, HDB MIN RAM SPECTR
[9]   Automated method for subtraction of fluorescence from biological Raman spectra [J].
Lieber, CA ;
Mahadevan-Jansen, A .
APPLIED SPECTROSCOPY, 2003, 57 (11) :1363-1367
[10]  
Pirzer M., 2008, U.S Pat.,, Patent No. [7359815, US 7,359,815 B2]