how to solve otsu code problem
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Hi i am new to matlab and modifing the Exiting code for the Project of my friend can anybudby solve this problem i am getting the error of
Undefined function or variable 'otsu'.
Error in run1 (line 35)
seg_f = otsu(dimg);
In Below Code
function main
%% input image
clc;
close all;
vid = videoinput('winvideo',2);
preview(vid);
for i = 1:5
snapshot = getsnapshot(vid);
imagesc(snapshot);
end
imwrite(snapshot,'E:\Gear_Fault_Detection.jpg');
inp = imread('E:\Gear_Fault_Detection.jpg');
if size(inp,3) > 1
inp = rgb2gray(inp);
end
figure,
subplot(1,2,1);
imshow(inp,[]);
title('Input Image');
%% preprocessing
dimg = medianfilter(inp);
subplot(1,2,2);
imshow(dimg,[]);
title('denoised image');
%% segmentation
seg_f = otsu(dimg);
figure,
subplot(1,2,1);
imshow(seg_f);
title('Otsu image');
[imgcnt] = bwlabel(double(seg_f));
stats = regionprops(img,'all');
for i = 1:cnt
ar = stats(i).Area;
if ar<= 500
img(img==i)=0;
cnt = cnt-1;
end
end
subplot(1,2,2);
imshow(img);
title('segmented image');
%% cropping
[img, cnt] = bwlabel(double(img));
for i = 1:cnt
s = regionprops(img, 'BoundingBox');
rectangle('Position', s(1).BoundingBox,'EdgeColor','r');
end
xmin = round(s(1).BoundingBox(1,1));
xmax = round(s(1).BoundingBox(1,1)+s(1).BoundingBox(1,3));
ymin = round(s(1).BoundingBox(1,2));
ymax = round(s(1).BoundingBox(1,2)+s(1).BoundingBox(1,4));
out = img(ymin:ymax,xmin:xmax);
figure,
imshow(out,[]);
holdon
stats = regionprops(out,'all');
cen = round(stats.Centroid);
plot(cen(2),cen(1),'r*');
title('cropped image with centroid');
cnt = 0;
for i = cen(2):size(out,1);
if out(i,cen(1))==0
cnt = cnt+1;
end
end
A = out;
% determine convex hull
B = regionprops(double(A), 'ConvexImage', 'BoundingBox');
% generate mask image
C = zeros(size(A));
C(floor(B.BoundingBox(2))+(1:size(B.ConvexImage,1)),floor(B .BoundingBox(1))+(1:size(B.ConvexImage,2)))=B.ConvexImage;
C = bwmorph(C, 'erode', 2);
% generate teeth image
D = A;
D(C) = 0;
% count teeth
D = bwfill(D,'holes');
[D, cnt] = bwlabel(D);
stats = regionprops(D,'all');
for i = 1:cnt
ar = stats(i).Area;
if ar<= 7
D(D==i)=0;
cnt = cnt-1;
end
end
[imgNumTeeth] = bwlabel(D);
%disp(sprintf('Inner Diameter value: %d',cnt));
cnt1=5*cnt;
%out11=2*(size(out,2));
%out11=50+out11;
fprintf('InnerDiameter value:%d mm\n',(2*(2*cnt1)/10));
%disp(sprintf('Outer Diameter value: %d',out11));
fprintf('Outer Diameter value: %d mm\n',floor(round((3.2*size(out,2)/10))));
fprintf('No of Teeth: %d\n',NumTeeth);
fprintf('Tooth Height: %d mm\n',floor(round((3.2*size(out,2))-(2*cnt1))/100));
cnt2=((6*NumTeeth)/3.1415);
fprintf('PCD: %d mm\n',cnt2);
cnt3=(cnt2/NumTeeth);
fprintf('Module: %d mm\n',cnt3);
%if NumTeeth>= 12 &&floor(round(3.2*size(out,2)))>= 200
if NumTeeth>= 12 && 2*(2*cnt1) >= 200
s = serial('COM10');
s.baudrate=9600;
fopen(s);
fprintf(s,'K');
fclose(s);
else
s = serial('COM10');
s.baudrate=9600;
fopen(s);
fprintf(s,'F');
fclose(s);
end
end
function dimg = medianfilter(inp)
% Padarray
c=padarray(inp,[1,1],0,'both');
[R1, C1] = size(c);
%Median filter
for i=2:R1-1
for j=2:C1-1
temp = [c(i-1,j-1) c(i-1,j) c(i-1,j+1);c(i,j-1) c(i,j) c(i,j+1);c(i+1,j-1) c(i+1,j) c(i+1,j+1)];
d = temp(:);
e = sort(d);
med = e(5,1);
dimg(i-1,j-1) = med;
end
end
end
1 commentaire
Saurav Desai
le 12 Nov 2020
Use function graythresh instead of otsu.Refer the link below for the same https://in.mathworks.com/help/images/ref/graythresh.html#d122e82100
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