color-coded optical flow image

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Maryam Butt
Maryam Butt am 9 Jan. 2016
Kommentiert: Image Analyst am 10 Jan. 2016
Background: main task is segmentation and tracking of (multiple) objects in a video, i intend to use meanshift for segmentation to which LUV-color-coded optical flow image is to be used as input.
So i calculated optical flow and converted vertical and horizontal values to polar coordinates using cart2pol. Now used Image Analyst's colorwheel and used following code to obtain RGB-color-coded optical flow image.
%%accessing RGB color agains theta and rho
outDir='./output/';
load([outDir 'polarflow.mat']);
rgbflow=struct('rgb_flow',{});
for i=1:size(polarflow,2)
for row=1:size(polarflow(1).p_flow,1)
for col=1:size(polarflow(1).p_flow,2)
theta=polarflow(i).p_flow(row,col,1);
theta_in_degrees = radtodeg(theta);
theta_in_degrees = ceil(wrapTo360(theta_in_degrees));
rho=ceil(polarflow(i).p_flow(row,col,2));
% colour_row = ceil(size(rgb,1) * theta_in_degrees/359 + eps);
% colour = rgb(colour_row,:); %%these 2 lines return 1755 values, couldn't interpret
colour=rgb(theta_in_degrees,rho,:);
rgbflow(i).rgb_flow(row,col,1)=colour(:,:,1);
rgbflow(i).rgb_flow(row,col,2)=colour(:,:,2);
rgbflow(i).rgb_flow(row,col,3)=colour(:,:,3);
end
end
end
save([outDir 'rgbflow.mat'],'rgbflow');
Problem is only a portion of original image is left, much foreground information is lost. An image and result image is attached. Kindly let me know any tips.

Antworten (1)

Image Analyst
Image Analyst am 9 Jan. 2016
Or you can adapt my attached color wheel demo to use ginput() to let the user pick the color they want to use.
  6 Kommentare
Maryam Butt
Maryam Butt am 10 Jan. 2016
Though in this image green blobs (basketball) need to be tracked but it is only an example, I want to track moving objects in general, they can be of any color, shape etc.
Image Analyst
Image Analyst am 10 Jan. 2016
Usually they just use quiver to show arrows. If you want them in colors for different vector lengths, you'd have to look for code for that. I think I've seen it but I don't remember where.

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