Baseline removal front fingerprint raman spectra

6 次查看(过去 30 天)
Hi everyone, I have to pre-process this row data from the firgerprint region of the raman spectra. How can I remove the baseline? Hope someone can help me.
Thank you.

采纳的回答

Mathieu NOE
Mathieu NOE 2023-4-7
hello
a simple code based on this FEX submission
load('ramandata.mat')
x = ramandata(:,1);
y = ramandata(:,2);
[Base, Corrected_y]=baseline(y);
figure
plot(x,y,x,Base,x,Corrected_y);
legend('raw','base','corrected');
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
function [Base, Corrected_Spectrum]=baseline(Spectrum)
%Input
%-------
%Spectrum: vector of size (N*1)
%Output
%-------
%Base: Identified Baseline vector of size (N*1)
%Corrected_Spectrum: Corrected Spectrum vector of size (N*1)
l=length(Spectrum);
lp=ceil(0.5*l);
initial_Spectrum=[ones(lp,1)*Spectrum(1) ; Spectrum ; ones(lp,1)*Spectrum(l)];
l2=length(initial_Spectrum);
S=initial_Spectrum;
n=1;
flag1=0;
while flag1==0
n=n+2;
i=(n-1)/2;
[Baseline, stripping]=peak_stripping(S,n);
A(i)=trapz(S-Baseline);
Stripped_Spectrum{i}=Baseline;
S=Baseline;
if i>3
if A(i-1)<A(i-2) && A(i-1)<A(i)
i_min=i-1;
flag1=1;
end
end
end
Base=Stripped_Spectrum{i_min};
Corrected_Spectrum=initial_Spectrum-Base; Corrected_Spectrum=Corrected_Spectrum(lp+1:lp+l);
Base=Base(lp+1:lp+l);
end

更多回答(0 个)

类别

Help CenterFile Exchange 中查找有关 Chemical Spectroscopy 的更多信息

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by