diff --git a/normalization.m b/normalization.m index 259dbc6..8fda588 100644 --- a/normalization.m +++ b/normalization.m @@ -1,9 +1,33 @@ +%%%%%%%%%%%%%%%%%%%%% +% Task: Creating FFT of average R,G,B over a period of 30 seconds +% +% Input: +% - CSV file containing the RGB data for each pixels of the region of interest +% +% Output: +% - Fast Fourier Transform of the colors over time +% +% author: Delattre Loïc, Dey Maryne (loic.delattre@ecam.fr, maryne.dey@ecam.fr) +% date: 06/02/2023 +%%%%%%%%%%%%%%%%%%%%% + pkg load io %% to be able to extract from external format (excel) -data = xlsread('RGB_data_monfront.xlsx') +data = csvread('RGB_data_monfront.xlsx') standard_deviation = std(data) mean_value = mean(data) +for i = 1:size(data,1) + normalized_data_G(i,1) = (data(i,2)-mean_value(2))/standard_deviation(2); %%2 and not 1 because green is the 2nd color +endfor + +fft_green = fft(normalized_data_G) + +plot([1:size(fft_green,1)],fft_green) + + + + %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%For all the colors %%for j = 1:3 @@ -11,12 +35,4 @@ mean_value = mean(data) %% normalized_data(i,j) = (data(i,j)-mean_value(j))/standard_deviation(j); %% endfor %%endfor -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - -for i = 1:size(data,1) - normalized_data_G(i,1) = (data(i,2)-mean_value(2))/standard_deviation(2); %%2 and not 1 because green is the 2nd color -endfor - -fft_green = fft(normalized_data_G) - -plot([1:size(fft_green,1)],fft_green) \ No newline at end of file +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% \ No newline at end of file