How can i resolve the light issue in image processing??

i am writing a code for finding eye blink of a person by using the value of person closed and open eye.... for this i am using a webcam for finding user realtime images but when i calculating a value light issue(sunlight etc ) make my value wrong... please help me to control the light issue in my project.... here is my code...
das = input('Do you want to start Driver Assistance System Y/N ', 's');
das;
vid = videoinput('winvideo', 2, 'YUY2_640x480');
set(vid, 'ReturnedColorSpace', 'RGB');
preview(vid);
disp('please open your eyes and press Enter.');
pause;
img = getsnapshot(vid);
faceDetector = vision.CascadeObjectDetector;
bboxes = step(faceDetector, img);
img = imcrop(img,bboxes);
pic=img;
imshow(pic)
imframe=30;
pic1=rgb2gray(pic);
se=strel('square',1);
%bw = edge(pic1,'canny',0.01);
eye_dil=imdilate(pic1,se);
d=imcrop(eye_dil,[1 49 250 105]);
imshow(d)
sumd(1,imframe)=sum(sum(d));
sumc1=sum(sum(d))
disp('please close your eyes and press Enter.');
pause;
img = getsnapshot(vid);
bboxes = step(faceDetector, img);
img = imcrop(img,bboxes);
pic=img;
imshow(pic)
imframe=30;
pic1=rgb2gray(pic);
se=strel('square',1);
%bw = edge(pic1,'canny',0.01);
eye_dil=imdilate(pic1,se);
d=imcrop(eye_dil,[1 49 250 105]);
imshow(d)
sumd(1,imframe)=sum(sum(d));
sumc2=sum(sum(d))
s=sumc2-sumc1
w=s/3;
x=sumc2+w
q=20 ;
for i=1:q
pause(1);
img = getsnapshot(vid);
bboxes = step(faceDetector, img);
if bboxes ~= 0
img = imcrop(img,bboxes);
pic=img;
imframe=30;
pic1=rgb2gray(pic);
se=strel('square',1);
%bw = edge(pic1,'canny',0.01);
eye_dil=imdilate(pic1,se);
d=imcrop(eye_dil,[1 49 250 105]);
sumd(1,imframe)=sum(sum(d));
sumc3=sum(sum(d))
pause(1);
img = getsnapshot(vid);
bboxes = step(faceDetector, img);
if bboxes ~= 0
img = imcrop(img,bboxes);
pic=img;
imframe=30;
pic1=rgb2gray(pic);
se=strel('square',1);
%bw = edge(pic1,'canny',0.01);
eye_dil=imdilate(pic1,se);
d=imcrop(eye_dil,[1 49 250 105]);
sumd(1,imframe)=sum(sum(d));
sumc4=sum(sum(d))
if sumc3 < x && sumc4 < x
disp('eyes closed')
end
end
end
end
end
end

3 Comments

I think you have far too many "end" statements. You need to take your program and tell the MATLAB editor to apply smart indentation to it.
With the cursor in the editor window, type control-a (to select all the text) then type control-i (to properly indent everything).

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Asked:

on 7 Jun 2015

Commented:

on 7 Jun 2015

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