project a homography transferred image to another image
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So I have been working on this for a while, I need to detect an ARtag in a video, read the tag, calculate the homography matrix, apply the Homography matrix to an undistorted image (which I was able to do all this), now I need to project the transformed image on the original image to replace the ARTag, that's what I need help with. will attach my code and the pictures
if true
% code
clc
clear all
clear all figures
L = imread('Lena.png');
s0= vid('Tag0.mp4');
s1= vid('Tag1.mp4');
s2= vid('Tag2.mp4');
T0 = (s0(446).cdata);
T1 = (s1(325).cdata);
T2 = (s2(495).cdata);
[cor0, BW0] = detect(T0);
[cor1, BW1] = detect(T1);
[cor2, BW2] = detect(T2);
CRP0 = im(BW0);
CRP1 = im(BW1);
CRP2 = im(BW2);
A0 = SS(CRP0);
A1 = SS(CRP1);
A2 = SS(CRP2);
Ref = imread('ref_marker.png');
BW_Ref = im2bw(Ref,0.8);
NUM0 = CC(A0)
NUM1 = CC(A1)
NUM2 = CC(A2)
pin = [512,1;512,512;1,512;1,1]
H0=homography_solve(pin',cor0');
H1=homography_solve(pin',cor1');
H2=homography_solve(pin',cor2');
corner0=CM(BW0,cor0);
corner1=CM(BW1,cor1);
corner2=CM(BW2,cor2);
TL0=TLena(H0,L);
TL1=TLena(H1,L);
TL2=TLena(H2,L);
function [cor,BW] = detect(image)
BW = im2bw(image,0.9);%processed image
ss = regionprops(~BW,'Extrema');
corn= zeros(4,2);
for n=1:2
for m=1:2
for l=1:8
corn(l,m) = ss(n).Extrema(l,m);%contains extrema points of multiple objects
end
end
end
cor=[0 0; 0 0; 0 0; 0 0];
cor(1,:)=floor((corn(1,:)+corn(2,:))/2);
cor(2,:)=floor((corn(3,:)+corn(4,:))/2);
cor(3,:)=floor((corn(5,:)+corn(6,:))/2);
cor(4,:)=floor((corn(7,:)+corn(8,:))/2);
end
function s = vid(video)
vidObj = VideoReader(video);
vidHeight = vidObj.Height;
vidWidth = vidObj.Width;
s = struct('cdata',zeros(vidHeight,vidWidth,3,'uint8'));
k = 1;
while hasFrame(vidObj)
s(k).cdata = readFrame(vidObj);
k = k+1;
end
end
function [CROP] = im(image)
% n= [-20 -20 40 40];
BB = regionprops(~image,'BoundingBox');
CROP = imcrop (image, [BB(2).BoundingBox]);
end
function [ARRAY] = SS(image)
[R,C] = size(image);
L=floor(R/8);
W=floor(C/8);
for m = 1:8
for n = 1:8
ARRAY(m,n) = image(round(L/2+(m-1)*L),round(W/2+(n-1)*W));
end
end
end
function [NUM] = CC(array)
D = array;
if D(4,5)==1&&D(5,4)==1
NUM =0;
else
if D(4,5)==0
NUM = 2;
else
NUM =1;
end
end
end
function [crn_mrk] = CM (image,pos)
dbl=im2double(image);
crn_mrk = insertMarker(dbl,pos,'plus','color','red','size',10);
figure, imshow(crn_mrk)
end
function [transformed_Lena] = TLena(H,Image)
tform = projective2d(H');
transformed_Lena = imwarp(Image,tform);
figure, imshow(transformed_Lena)
end
end
so to summarize, I need to project transformedLena on bwframe to replace the artag
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