How can i resolve the light issue in image processing??
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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
Image Analyst
on 7 Jun 2015
With the cursor in the editor window, type control-a (to select all the text) then type control-i (to properly indent everything).
Answers (1)
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