Can we use MSER Algorithm for Traffic Warning Sign Detection?

I'm trying to build a traffic warning sign recognition system. I'm trying to use the MSER Algorithm for image segmentation for locating the areas of interest. But even after refining I'm getting way too many regions. Wanted to know if using MSER is suggested in such projects?

回答(2 个)

i plan to detect traffic sign from natural environments using MSER. do you have the MSER algorithm?

5 个评论

i got two many regions.how can i get the region of traffic sign
oriImage = imread('00135.png');
grayImage = rgb2gray(oriImage);
figure;
imshow(grayImage);
originalMinValue = double(min(min(grayImage)));
originalMaxValue = double(max(max(grayImage)));
originalRange = originalMaxValue - originalMinValue;
% Get a double image in the range 0 to +1
desiredMin = 0;
desiredMax = 1;
desiredRange = desiredMax - desiredMin;
dblImageS1 = desiredRange * (double(grayImage) - originalMinValue) / originalRange + desiredMin;
figure;
imshow(dblImageS1);
regions=detectMSERFeatures(dblImageS1);
figure;
imshow(dblImageS1);hold on;
plot(regions,'showPixelList',true,'showEllipses',false);
figure;
imshow(dblImageS1);hold on;
plot(regions);

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