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Aqeel

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Basrah University

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22 May 2013 Screenshot Fuzzy Color Histogram Extracting a 1-D fuzzy color histogram by applying fuzzy inference system tool. Author: Aqeel fuzzy logic, fuzzy inference syste..., color histogram 21 3
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Updated File Comments Rating
08 Nov 2014 Fuzzy Color Histogram Extracting a 1-D fuzzy color histogram by applying fuzzy inference system tool. Author: Aqeel

my brother piyali banerjee
use this function to call FIS and extract 1-D fuzzy color histogram.
%%%%%%%%%%%%%%%%%%%%%%%

function [featureVector,RGB] = fuzzy_colour_histogram(I)

%Fuzzy colour histogram features

%Input: I (sRGB colour image)
%Output: featureVector (feature vector)
%
%
featureVector = [];
I=imread(I);
RGB=I;
I=imresize(I,[50 NaN]);
%Convert into Lab
C = makecform('srgb2lab');
I = applycform(I,C);

%Normalize between 0 and 1
I = double(I);
I = I/255;

[rows cols channels] = size(I);

%Load fuzzy system
fismat = readfis('FuzzyHistogramLinkingNew15.fis');

%Compute fuzzy-coloured image
I_F = zeros(rows, cols);
for r = 1:rows
for c = 1:cols
I_F(r,c) = evalfis(I(r,c,:), fismat);
end
end
featureVector = hist(reshape(I_F,1,rows*cols),15)/(rows*cols);

end

23 May 2013 Fuzzy Color Histogram Extracting a 1-D fuzzy color histogram by applying fuzzy inference system tool. Author: Aqeel

The color space used is CIElab because it's device independent. However this color space is hard to understand by human, therefore building fuzzy rules needs training in photoshop hhhhhhhh.

Comments and Ratings on Aqeel 's Files View all
Updated File Comment by Comments Rating
08 Nov 2014 Fuzzy Color Histogram Extracting a 1-D fuzzy color histogram by applying fuzzy inference system tool. Author: Aqeel Aqeel

my brother piyali banerjee
use this function to call FIS and extract 1-D fuzzy color histogram.
%%%%%%%%%%%%%%%%%%%%%%%

function [featureVector,RGB] = fuzzy_colour_histogram(I)

%Fuzzy colour histogram features

%Input: I (sRGB colour image)
%Output: featureVector (feature vector)
%
%
featureVector = [];
I=imread(I);
RGB=I;
I=imresize(I,[50 NaN]);
%Convert into Lab
C = makecform('srgb2lab');
I = applycform(I,C);

%Normalize between 0 and 1
I = double(I);
I = I/255;

[rows cols channels] = size(I);

%Load fuzzy system
fismat = readfis('FuzzyHistogramLinkingNew15.fis');

%Compute fuzzy-coloured image
I_F = zeros(rows, cols);
for r = 1:rows
for c = 1:cols
I_F(r,c) = evalfis(I(r,c,:), fismat);
end
end
featureVector = hist(reshape(I_F,1,rows*cols),15)/(rows*cols);

end

21 Feb 2014 Fuzzy Color Histogram Extracting a 1-D fuzzy color histogram by applying fuzzy inference system tool. Author: Aqeel piyali banerjee

dear aqeel this is .fis file.but can u plz post the matlab coding how to implement this fuzzy inference rules to get the output fuzzy linking histogram bins for a given input image

23 May 2013 Fuzzy Color Histogram Extracting a 1-D fuzzy color histogram by applying fuzzy inference system tool. Author: Aqeel Aqeel

The color space used is CIElab because it's device independent. However this color space is hard to understand by human, therefore building fuzzy rules needs training in photoshop hhhhhhhh.

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